Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification.

Dawn Song Dawn Xiaodong Song http://www.cs.berkeley.edu/~dawnsong/ https://twidter.com/dawnsongtweets https://scholar.google.com/citations?user=84WzBlYAAAAJ https://openreview.net/profile?id=~Dawn_Song1 https://dl.acm.org/profile/81548017983 https://zbmath.org/authors/?q=ai:song.dawn https://mathscinet.ams.org/mathscinet/MRAuthorID/733250 https://mathgenealogy.org/id.php?id=35171 https://en.wikipedia.org/wiki/Dawn_Song https://twitter.com/dawnsongtweets https://orcid.org/0000-0001-9745-6802 https://www.wikidata.org/entity/Q92701 https://www.wikidata.org/entity/Q130895489 University of California, Berkeley, Computer Science Division

Kaiyu Yang Gabriel Poesia Jingxuan He Wenda Li 0001 Kristin E. Lauter Swarat Chaudhuri Dawn Song Formal Reasoning Meets LLMs: Toward AI for Mathematics and Verification. 2026 March 66-73 69 Commun. ACM 3 https://doi.org/10.1145/3750038 db/journals/cacm/cacm69.html#YangPHLLCS26 streams/journals/cacm

Canyu Chen Baixiang Huang Zekun Li 0001 Zhaorun Chen Shiyang Lai Xiongxiao Xu Jia-Chen Gu Jindong Gu Huaxiu Yao Chaowei Xiao Xifeng Yan William Yang Wang Philip Torr 0001 Dawn Song Kai Shu Can Editing LLMs Inject Harm? 30192-30200 2026 AAAI https://doi.org/10.1609/aaai.v40i36.40269 conf/aaai/2026 db/conf/aaai/aaai2026.html#ChenHLCLXGGYXYW26 Changdae Oh Seongheon Park To Eun Kim Jiatong Li Wendi Li Samuel Yeh Sean Du Hamed Hassani Paul Bogdan Dawn Song Sharon Li 0001 Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities. 16219-16250 2026 ACL (1) https://aclanthology.org/2026.acl-long.738/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#OhPKLLYDHBSL26

Ishir Garg Neel Kolhe Xuandong Zhao Dawn Song InfoSynth: Information-Guided Benchmark Synthesis for LLMs. 2026 January abs/2601.00575 CoRR https://doi.org/10.48550/arXiv.2601.00575 db/journals/corr/corr2601.html#abs-2601-00575 streams/journals/corr

Ruoxi Jia 0001 Luis Oala Wenjie Xiong 0001 Suqin Ge Jiachen T. Wang Feiyang Kang Dawn Song A Sustainable AI Economy Needs Data Deals That Work for Generators. 2026 January abs/2601.09966 CoRR https://doi.org/10.48550/arXiv.2601.09966 db/journals/corr/corr2601.html#abs-2601-09966 streams/journals/corr

Yuheng Tang Kaijie Zhu Bonan Ruan Chuqi Zhang Michael Yang Hongwei Li 0025 Suyue Guo Tianneng Shi Zekun Li 0001 Christopher Kruegel Giovanni Vigna Dawn Song William Yang Wang Lun Wang 0001 Yangruibo Ding Zhenkai Liang Wenbo Guo 0002 DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle. 2026 January abs/2601.20882 CoRR https://doi.org/10.48550/arXiv.2601.20882 db/journals/corr/corr2601.html#abs-2601-20882 streams/journals/corr

Ziyue Wang Jiangshan Yu Kaihua Qin Dawn Song Arthur Gervais Liyi Zhou TxRay: Agentic Postmortem of Live Blockchain Attacks. 2026 February abs/2602.01317 CoRR https://doi.org/10.48550/arXiv.2602.01317 db/journals/corr/corr2602.html#abs-2602-01317 streams/journals/corr

Qian Wang 0002 Xuandong Zhao Zirui Zhang Zhanzhi Lou Nuo Chen 0002 Dawn Song Bingsheng He Making Bias Non-Predictive: Training Robust LLM Judges via Reinforcement Learning. 2026 February abs/2602.01528 CoRR https://doi.org/10.48550/arXiv.2602.01528 db/journals/corr/corr2602.html#abs-2602-01528 streams/journals/corr

Xilong Wang Yinuo Liu Zhun Wang Dawn Song Neil Gong 0001 WebSentinel: Detecting and Localizing Prompt Injection Attacks for Web Agents. 2026 February abs/2602.03792 CoRR https://doi.org/10.48550/arXiv.2602.03792 db/journals/corr/corr2602.html#abs-2602-03792 streams/journals/corr

Changdae Oh Seongheon Park To Eun Kim Jiatong Li Wendi Li Samuel Yeh Xuefeng Du Hamed Hassani Paul Bogdan Dawn Song Sharon Li 0001 Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents. 2026 February abs/2602.05073 CoRR https://doi.org/10.48550/arXiv.2602.05073 db/journals/corr/corr2602.html#abs-2602-05073 streams/journals/corr

Xianyang Liu Shangding Gu Dawn Song AgenticPay: A Multi-Agent LLM Negotiation System for Buyer-Seller Transactions. 2026 February abs/2602.06008 CoRR https://doi.org/10.48550/arXiv.2602.06008 db/journals/corr/corr2602.html#abs-2602-06008 streams/journals/corr

Jaylen Jones Zhehao Zhang Yuting Ning Eric Fosler-Lussier Pierre-Luc St-Charles Yoshua Bengio Dawn Song Yu Su 0001 Huan Sun 0001 When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents. 2026 February abs/2602.08235 CoRR https://doi.org/10.48550/arXiv.2602.08235 db/journals/corr/corr2602.html#abs-2602-08235 streams/journals/corr

Tianci Xue Zeyi Liao Tianneng Shi Zilu Wang Kai Zhang 0033 Dawn Song Yu Su 0001 Huan Sun 0001 Autonomous Continual Learning of Computer-Use Agents for Environment Adaptation. 2026 February abs/2602.10356 CoRR https://doi.org/10.48550/arXiv.2602.10356 db/journals/corr/corr2602.html#abs-2602-10356 streams/journals/corr

Yuepeng Hu Yuqi Jia Mengyuan Li Dawn Song Neil Gong 0001 MalTool: Malicious Tool Attacks on LLM Agents. 2026 February abs/2602.12194 CoRR https://doi.org/10.48550/arXiv.2602.12194 db/journals/corr/corr2602.html#abs-2602-12194 streams/journals/corr

Xu Li Simon Yu Minzhou Pan Yiyou Sun Bo Li 0026 Dawn Song Xue Lin 0001 Weiyan Shi 0001 Unsafer in Many Turns: Benchmarking and Defending Multi-Turn Safety Risks in Tool-Using Agents. 2026 February abs/2602.13379 CoRR https://doi.org/10.48550/arXiv.2602.13379 db/journals/corr/corr2602.html#abs-2602-13379 streams/journals/corr

Hongwei Li 0025 Zhun Wang Qinrun Dai Yuzhou Nie Jinjun Peng Ruitong Liu Jingyang Zhang Kaijie Zhu Jingxuan He Lun Wang 0001 Yangruibo Ding Yueqi Chen 0001 Wenbo Guo 0002 Dawn Song OpenSage: Self-programming Agent Generation Engine. 2026 February abs/2602.16891 CoRR https://doi.org/10.48550/arXiv.2602.16891 db/journals/corr/corr2602.html#abs-2602-16891 streams/journals/corr

Weida Liang Yiyou Sun Shuyuan Nan Chuang Li Dawn Song Kenji Kawaguchi Strategy Executability in Mathematical Reasoning: Leveraging Human-Model Differences for Effective Guidance. 2026 February abs/2602.22583 CoRR https://doi.org/10.48550/arXiv.2602.22583 db/journals/corr/corr2602.html#abs-2602-22583 streams/journals/corr

Zhanhui Zhou Lingjie Chen Hanghang Tong Dawn Song dLLM: Simple Diffusion Language Modeling. 2026 February abs/2602.22661 CoRR https://doi.org/10.48550/arXiv.2602.22661 db/journals/corr/corr2602.html#abs-2602-22661 streams/journals/corr

Yanpei Guo Wenjie Qu 0001 Linyu Wu Shengfang Zhai Lionel Z. Wang Ming Xu 0002 Yue Liu 0008 Binhang Yuan Dawn Song Jiaheng Zhang IMMACULATE: A Practical LLM Auditing Framework via Verifiable Computation. 2026 February abs/2602.22700 CoRR https://doi.org/10.48550/arXiv.2602.22700 db/journals/corr/corr2602.html#abs-2602-22700 streams/journals/corr

Guangrui Li 0008 Yaochen Xie Yi Liu Ziwei Dong Xingyuan Pan Tianqi Zheng Jason Choi Michael J. Morais Binit Jha Shaunak Mishra Bingrou Zhou Chen Luo Monica Xiao Cheng Dawn Song The World Won't Stay Still: Programmable Evolution for Agent Benchmarks. 2026 March abs/2603.05910 CoRR https://doi.org/10.48550/arXiv.2603.05910 db/journals/corr/corr2603.html#abs-2603-05910 streams/journals/corr

Juhee Kim Xiaoyuan Liu Zhun Wang Shi Qiu Bo Li 0026 Wenbo Guo 0002 Dawn Song The Attack and Defense Landscape of Agentic AI: A Comprehensive Survey. 2026 March abs/2603.11088 CoRR https://doi.org/10.48550/arXiv.2603.11088 db/journals/corr/corr2603.html#abs-2603-11088 streams/journals/corr

Alexandre Lacoste Nicolas Gontier Oleh Shliazhko Aman Jaiswal Kusha Sareen Shailesh Nanisetty Joan Cabezas Manuel Del Verme Omar G. Younis Simone Baratta Matteo Avalle Imene Kerboua Xing Han Lù Elron Bandel Michal Shmueli-Scheuer Asaf Yehudai Leshem Choshen Jonathan Lebensold Sean Hughes Massimo Caccia Alexandre Drouin Siva Reddy Tao Yu 0009 Yu Su 0001 Graham Neubig Dawn Song CUBE: A Standard for Unifying Agent Benchmarks. 2026 March abs/2603.15798 CoRR https://doi.org/10.48550/arXiv.2603.15798 db/journals/corr/corr2603.html#abs-2603-15798 streams/journals/corr

Vincent Siu Jingxuan He Kyle Montgomery Zhun Wang Neil Gong 0001 Chenguang Wang 0001 Dawn Song A Framework for Formalizing LLM Agent Security. 2026 March abs/2603.19469 CoRR https://doi.org/10.48550/arXiv.2603.19469 db/journals/corr/corr2603.html#abs-2603-19469 streams/journals/corr

Hao Wang 0112 Niels Mündler Mark Vero Jingxuan He Dawn Song Martin T. Vechev SecPI: Secure Code Generation with Reasoning Models via Security Reasoning Internalization. 2026 April abs/2604.03587 CoRR https://doi.org/10.48550/arXiv.2604.03587 db/journals/corr/corr2604.html#abs-2604-03587 streams/journals/corr

Wenjie Qu 0001 Xuandong Zhao Jiaheng Zhang Dawn Song Self-Sovereign Agent. 2026 April abs/2604.08551 CoRR https://doi.org/10.48550/arXiv.2604.08551 db/journals/corr/corr2604.html#abs-2604-08551 streams/journals/corr

Zhe Ye 0002 Aidan Z. H. Yang Huangyuan Su Zhenyu Liao Samuel Tenka Zhizhen Qin Udaya Ghai Dawn Song Soonho Kong Intent-aligned Formal Specification Synthesis via Traceable Refinement. 2026 April abs/2604.10392 CoRR https://doi.org/10.48550/arXiv.2604.10392 db/journals/corr/corr2604.html#abs-2604-10392 streams/journals/corr

Xinyu Jessica Wang Haoyue Bai 0002 Yiyou Sun Haorui Wang Shuibai Zhang Wenjie Hu Mya Schroder Bilge Mutlu Dawn Song Robert D. Nowak The Long-Horizon Task Mirage? Diagnosing Where and Why Agentic Systems Break. 2026 April abs/2604.11978 CoRR https://doi.org/10.48550/arXiv.2604.11978 db/journals/corr/corr2604.html#abs-2604-11978 streams/journals/corr

Yujin Potter Nicholas Crispino Vincent Siu Chenguang Wang 0001 Dawn Song Peer-Preservation in Frontier Models. 2026 April abs/2604.19784 CoRR https://doi.org/10.48550/arXiv.2604.19784 db/journals/corr/corr2604.html#abs-2604-19784 streams/journals/corr

Zhaorun Chen Xun Liu Haibo Tong Chengquan Guo Yuzhou Nie Jiawei Zhang 0013 Mintong Kang Chejian Xu Qichang Liu Xiaogeng Liu Tianneng Shi Chaowei Xiao Sanmi Koyejo Percy Liang Wenbo Guo 0002 Dawn Song Bo Li 0026 DecodingTrust-Agent Platform (DTap): A Controllable and Interactive Red-Teaming Platform for AI Agents. 2026 May abs/2605.04808 CoRR https://doi.org/10.48550/arXiv.2605.04808 db/journals/corr/corr2605.html#abs-2605-04808 streams/journals/corr

Bohan Lyu 0001 Yucheng Yang Siqiao Huang Jiaru Zhang Qixin Xu Xinghan Li Xinyang Han Yicheng Zhang Huaqing Zhang Runhan Huang Kaicheng Yang Zitao Chen Wentao Guo Junlin Yang Xinyue Ai Wenhao Chai Yadi Cao Ziran Yang Kun Wang Dapeng Jiang Huan-ang Gao Shange Tang Chengshuai Shi Simon S. Du Max Simchowitz Jiantao Jiao Dawn Song Chi Jin 0001 MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI. 2026 May abs/2605.08678 CoRR https://doi.org/10.48550/arXiv.2605.08678 db/journals/corr/corr2605.html#abs-2605-08678 streams/journals/corr

Zhun Wang Nico Schiller Hongwei Li 0025 Srijiith Sesha Narayana Milad Nasr Nicholas Carlini Xiangyu Qi Eric Wallace Elie Bursztein Luca Invernizzi Kurt Thomas Yan Shoshitaishvili Wenbo Guo 0002 Jingxuan He Thorsten Holz Dawn Song ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks? 2026 May abs/2605.11086 CoRR https://doi.org/10.48550/arXiv.2605.11086 db/journals/corr/corr2605.html#abs-2605-11086 streams/journals/corr

Hao Wang 0112 Hanchen Li Qiuyang Mang Alvin Cheung Koushik Sen Dawn Song Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack. 2026 May abs/2605.12673 CoRR https://doi.org/10.48550/arXiv.2605.12673 db/journals/corr/corr2605.html#abs-2605-12673 streams/journals/corr

Wenjie Qu 0001 Ming Xu 0002 Peiran Wang Shengfang Zhai Jiaheng Zhang Dawn Song Securing LLM Agents Need Intent-to-Execution Integrity. 2026 May abs/2605.16976 CoRR https://doi.org/10.48550/arXiv.2605.16976 db/journals/corr/corr2605.html#abs-2605-16976 streams/journals/corr

Ishir Garg Neel Kolhe Dawn Song Xuandong Zhao MemFail: Stress-Testing Failure Modes of LLM Memory Systems. 2026 May abs/2605.26667 CoRR https://doi.org/10.48550/arXiv.2605.26667 db/journals/corr/corr2605.html#abs-2605-26667 streams/journals/corr

Mohan Zhang Yuqi Jia Zhen Tan 0001 Steven Jiang Neil Zhenqiang Gong Tianlong Chen 0001 Dawn Song Measuring Real-World Prompt Injection Attacks in LLM-based Resume Screening. 2026 May abs/2605.28999 CoRR https://doi.org/10.48550/arXiv.2605.28999 db/journals/corr/corr2605.html#abs-2605-28999 streams/journals/corr

Kaihua Qin Dawn Song Arthur Gervais SCDBench: A Benchmark for LLM-Based Smart Contract Decompilers. 2026 May abs/2605.29059 CoRR https://doi.org/10.48550/arXiv.2605.29059 db/journals/corr/corr2605.html#abs-2605-29059 streams/journals/corr

Yangzhen Wu Aaron J. Li Wenjie Ma Li Cao Ziheng Zhou Mert Cemri Shu Liu Yuran Xiu Chenxiao Yan Haikun Zhao Bin Yu Ion Stoica Dawn Song BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution. 2026 June abs/2606.01286 CoRR https://doi.org/10.48550/arXiv.2606.01286 db/journals/corr/corr2606.html#abs-2606-01286 streams/journals/corr

Feiyang Kang Hanze Li Adam Nguyen Mahavir Dabas Jiaqi W. Ma Frederic Sala Dawn Song Ruoxi Jia 0001 Can Generalist Agents Automate Data Curation? 2026 June abs/2606.04261 CoRR https://doi.org/10.48550/arXiv.2606.04261 db/journals/corr/corr2606.html#abs-2606-04261 streams/journals/corr

Tianneng Shi Robin Rheem Dongwei Jiang Mona Wang Francisco De La Riega Zhun Wang Jingzhi Jiang Alexander Cheung Sean Tai Jonah Cha Jianhong Tu Gabriel Han Chenguang Wang 0001 Jingxuan He Wenbo Guo 0002 Dawn Song CyberGym-E2E: Scalable Real-World Benchmark for AI Agents' End-to-End Cybersecurity Capabilities. 2026 June abs/2606.04460 CoRR https://doi.org/10.48550/arXiv.2606.04460 db/journals/corr/corr2606.html#abs-2606-04460 streams/journals/corr

Yujin Potter Seun Eisape Shiyang Lai Alexander Huth James Evans Been Kim Jacob Eisenstein Dawn Song Alane Suhr Representational Similarity and Model Behavior in Multi-Agent Interaction. 2026 June abs/2606.07818 CoRR https://doi.org/10.48550/arXiv.2606.07818 db/journals/corr/corr2606.html#abs-2606-07818 streams/journals/corr

Xiaoyuan Liu Jianhong Tu Yuqi Chen Siyuan Xie Sihan Ren Tianneng Shi Gal Gantar Evan Sandoval Donghyun Lee Daniel Miao Peter J. Gilbert Nick Hynes Mauro Staver Warren He David Marn Andrew Low Xi Zhang Elron Bandel Michal Shmueli-Scheuer Siva Reddy Alexandre Drouin Alexandre Lacoste Ramayya Krishnan Elham Tabassi Yu Su 0001 Victor Barres Chenguang Wang 0001 Wenbo Guo 0002 Dawn Song AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility. 2026 June abs/2606.13608 CoRR https://doi.org/10.48550/arXiv.2606.13608 db/journals/corr/corr2606.html#abs-2606-13608 streams/journals/corr

Xilong Wang Xiaoxing Chen Patrick Li Dawn Song Neil Gong 0001 Same-Origin Policy for Agentic Browsers. 2026 June abs/2606.14027 CoRR https://doi.org/10.48550/arXiv.2606.14027 db/journals/corr/corr2606.html#abs-2606-14027 streams/journals/corr

Niels Mündler Jingxuan He Hao Wang 0112 Koushik Sen Dawn Song Martin T. Vechev Type-Constrained Code Generation with Language Models. 601-626 2025 9 Proc. ACM Program. Lang. PLDI https://doi.org/10.1145/3729274 db/journals/pacmpl/pacmpl9.html#MundlerHWSSV25 streams/journals/pacmpl

Kaihua Qin Zhe Ye 0002 Zhun Wang Weilin Li Liyi Zhou Chao Zhang 0008 Dawn Song Arthur Gervais Enhancing Smart Contract Security Analysis with Execution Property Graphs. 1101-1122 2025 2 Proc. ACM Softw. Eng. ISSTA https://doi.org/10.1145/3728924 db/journals/pacmse/pacmse2.html#QinYWLZZSG25 streams/journals/pacmse

Xiaoyuan Liu Ni Trieu Trinabh Gupta Ishtiyaque Ahmad Dawn Song HADES: Range-Filtered Private Aggregation on Public Data. 2159-2171 2025 March 18 Proc. VLDB Endow. 7 https://www.vldb.org/pvldb/vol18/p2159-liu.pdf https://doi.org/10.14778/3734839.3734852 db/journals/pvldb/pvldb18.html#LiuTGAS25 streams/journals/pvldb

Yuchen Tian Weixiang Yan Qian Yang 0007 Xuandong Zhao Qian Chen 0003 Wen Wang 0001 Ziyang Luo Lei Ma Dawn Song CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification. 25300-25308 2025 AAAI https://doi.org/10.1609/aaai.v39i24.34717 conf/aaai/2025 db/conf/aaai/aaai2025.html#TianYYZCWLMS25 Vincent Siu Nicholas Crispino Zihao Yu Sam Pan Zhun Wang Yang Liu 0165 Dawn Song Chenguang Wang 0001 COSMIC: Generalized Refusal Direction Identification in LLM Activations. 25534-25553 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.1310 https://aclanthology.org/2025.findings-acl.1310/ conf/acl/2025f db/conf/acl/acl2025f.html#SiuCYPWLS025 Zhun Wang Vincent Siu Zhe Ye 0002 Tianneng Shi Yuzhou Nie Xuandong Zhao Chenguang Wang 0001 Wenbo Guo 0002 Dawn Song AGENTVIGIL: Automatic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents. EMNLP (Findings) 2025 23159-23172 conf/emnlp/2025f https://doi.org/10.18653/v1/2025.findings-emnlp.1258 https://aclanthology.org/2025.findings-emnlp.1258/ db/conf/emnlp/emnlp2025f.html#WangSYSNZWGS25 streams/conf/emnlp Kaiwen Zhou 0002 Xuandong Zhao Jayanth Srinivasa Gaowen Liu Aosong Feng Dawn Song Xin Eric Wang SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning. 25396-25412 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1291 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#ZhouZSLFSW25 streams/conf/emnlp Yutong Cheng Osama Bajaber Saimon Amanuel Tsegai Dawn Song Peng Gao 0008 CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models. 923-938 2025 EuroS&P https://doi.org/10.1109/EuroSP63326.2025.00057 conf/eurosp/2025 db/conf/eurosp/eurosp2025.html#ChengBTSG25 streams/conf/eurosp Yi Zeng 0005 Yu Yang 0007 Andy Zhou Jeffrey Ziwei Tan Yuheng Tu 0001 Yifan Mai 0001 Kevin Klyman Minzhou Pan Ruoxi Jia 0001 Dawn Song Percy Liang Bo Li 0026 AIR-BENCH 2024: A Safety Benchmark based on Regulation and Policies Specified Risk Categories. 2025 ICLR https://openreview.net/forum?id=UVnD9Ze6mF conf/iclr/2025 db/conf/iclr/iclr2025.html#00050ZTTMKP0SLL25 Sam Gunn Xuandong Zhao Dawn Song An Undetectable Watermark for Generative Image Models. 2025 ICLR https://openreview.net/forum?id=jlhBFm7T2J conf/iclr/2025 db/conf/iclr/iclr2025.html#GunnZS25 Rishub Tamirisa Bhrugu Bharathi Long Phan Andy Zhou Alice Gatti Tarun Suresh Maxwell Lin Justin Wang Rowan Wang Ron Arel Andy Zou Dawn Song Bo Li 0026 Dan Hendrycks Mantas Mazeika Tamper-Resistant Safeguards for Open-Weight LLMs. 2025 ICLR https://openreview.net/forum?id=4FIjRodbW6 conf/iclr/2025 db/conf/iclr/iclr2025.html#TamirisaBPZGSLW25 Jiachen T. Wang Prateek Mittal Dawn Song Ruoxi Jia 0001 Data Shapley in One Training Run. 2025 ICLR https://openreview.net/forum?id=HD6bWcj87Y conf/iclr/2025 db/conf/iclr/iclr2025.html#WangMS025 Jiachen T. Wang Dawn Song James Zou 0001 Prateek Mittal Ruoxi Jia 0001 Capturing the Temporal Dependence of Training Data Influence. 2025 ICLR https://openreview.net/forum?id=uHLgDEgiS5 conf/iclr/2025 db/conf/iclr/iclr2025.html#WangS0M025 Kaiwen Zhou 0002 Chengzhi Liu Xuandong Zhao Anderson Compalas Dawn Song Xin Eric Wang Multimodal Situational Safety. 2025 ICLR https://openreview.net/forum?id=I9bEi6LNgt conf/iclr/2025 db/conf/iclr/iclr2025.html#ZhouLZCSW25 Jillian Fisher Ruth Elisabeth Appel Chan Young Park Yujin Potter Liwei Jiang Taylor Sorensen Shangbin Feng Yulia Tsvetkov Margaret E. Roberts Jennifer Pan Dawn Song Yejin Choi 0001 Position: Political Neutrality in AI Is Impossible - But Here Is How to Approximate It. 2025 ICML (Position Papers) https://proceedings.mlr.press/v267/fisher25a.html https://openreview.net/forum?id=H72JEXAPwo conf/icml/2025p db/conf/icml/icml2025p.html#FisherAPPJSFTRP25 Shayne Longpre Kevin Klyman Ruth Elisabeth Appel Sayash Kapoor Rishi Bommasani Michelle Sahar Sean McGregor Avijit Ghosh Borhane Blili-Hamelin Nathan Butters Alondra Nelson Amit Elazari Andrew Sellars Casey John Ellis Dane Sherrets Dawn Song Harley Geiger Ilona Cohen Lauren McIlvenny Madhulika Srikumar Mark M. Jaycox Markus Anderljung Nadine Farid Johnson Nicholas Carlini Nicolas Miailhe Nik Marda Peter Henderson 0002 Rebecca S. Portnoff Rebecca Weiss Victoria Westerhoff Yacine Jernite Rumman Chowdhury Percy Liang Arvind Narayanan Position: In-House Evaluation Is Not Enough. Towards Robust Third-Party Evaluation and Flaw Disclosure for General-Purpose AI. 2025 ICML (Position Papers) https://proceedings.mlr.press/v267/longpre25a.html https://openreview.net/forum?id=ACzL62Jp4E conf/icml/2025p db/conf/icml/icml2025p.html#LongpreKAKBSMGB25 Zhen Xiang Linzhi Zheng Yanjie Li Junyuan Hong Qinbin Li Han Xie Jiawei Zhang 0013 Zidi Xiong Chulin Xie Carl Yang 0001 Dawn Song Bo Li 0026 GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning. 2025 ICML https://proceedings.mlr.press/v267/xiang25a.html https://openreview.net/forum?id=2nBcjCZrrP conf/icml/2025 db/conf/icml/icml2025.html#XiangZLHLX0XX0S25 Kaiyu Yang Gabriel Poesia Jingxuan He Wenda Li 0001 Kristin E. Lauter Swarat Chaudhuri Dawn Song Position: Formal Mathematical Reasoning - A New Frontier in AI. 2025 ICML (Position Papers) https://proceedings.mlr.press/v267/yang25az.html https://openreview.net/forum?id=HuvAM5x2xG conf/icml/2025p db/conf/icml/icml2025p.html#YangPHLLCS25 Xuandong Zhao Will Cai Tianneng Shi David Huang Licong Lin Song Mei Dawn Song Improving LLM Safety Alignment with Dual-Objective Optimization. 2025 ICML https://proceedings.mlr.press/v267/zhao25c.html https://openreview.net/forum?id=Kjivk5OPtL conf/icml/2025 db/conf/icml/icml2025.html#ZhaoCSHLMS25 Kaiwen Zhou 0002 Chengzhi Liu Xuandong Zhao Shreedhar Jangam Jayanth Srinivasa Gaowen Liu Dawn Song Xin Eric Wang The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1. IJCNLP-AACL (long papers) 2025 3250-3265 conf/ijcnlp/2025-l https://doi.org/10.18653/v1/2025.ijcnlp-long.173 https://aclanthology.org/2025.ijcnlp-long.173/ db/conf/ijcnlp/ijcnlp2025-l.html#ZhouLZJSLSW25 streams/conf/ijcnlp Ziheng Cheng Yixiao Huang 0004 Hui Xu Somayeh Sojoudi Xuandong Zhao Dawn Song Song Mei OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/aec2c695e9efff95bd43650699c6af36-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2025 db/conf/nips/neurips2025.html#ChengHXSZSM25 Ruoxi Jia 0001 Luis Oala Wenjie Xiong 0001 Suqin Ge Jiachen (Tianhao) Wang Feiyang Kang Dawn Song A Sustainable AI Economy Needs Data Deals That Work for Generators. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/71c3e197a92b9f31aec4bc9173d68069-Abstract-Position_Paper_Track.html conf/nips/2025 db/conf/nips/neurips2025.html#JiaOXGWKS25 Yujin Potter Zhun Wang Nicholas Crispino Kyle Montgomery Alexander Xiong Ethan Y. Chang Francesco Pinto Yuqi Chen Rahul Gupta 0001 Morteza Ziyadi Christos Christodoulopoulos 0001 Bo Li 0026 Chenguang Wang 0001 Dawn Song VMDT: Decoding the Trustworthiness of Video Foundation Models. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/eb3a9313405e2d4175a5a3cfcd49999b-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2025 db/conf/nips/neurips2025.html#PotterWCMXCPCGZ25 Andy K. Zhang Joey Ji Celeste Menders Riya Dulepet Thomas Qin Ron Yifeng Wang Junrong Wu Kyleen Liao Jiliang Li Jinghan Hu Sara Hong Nardos Demilew Shivatmica Murgai Jason Tran Nishka Kacheria Ethan Ho Denis Liu Lauren McLane Olivia Bruvik Dai-Rong Han Seungwoo Kim Akhil Vyas Cuiyuanxiu Chen Ryan Li Weiran Xu Jonathan Z. Ye Prerit Choudhary Siddharth M. Bhatia Vikram Sivashankar Yuxuan Bao Dawn Song Dan Boneh Daniel E. Ho Percy Liang BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/faed4276b52ef762879db4142655c699-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2025 db/conf/nips/neurips2025.html#ZhangJMDQWWLLHH25 Yupei Liu Yuqi Jia Jinyuan Jia 0001 Dawn Song Neil Zhenqiang Gong DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks. 2190-2208 2025 SP https://doi.org/10.1109/SP61157.2025.00250 conf/sp/2025 db/conf/sp/sp2025.html#LiuJ0SG25 Xuandong Zhao Sam Gunn Miranda Christ Jaiden Fairoze Andrés Fábrega Nicholas Carlini Sanjam Garg Sanghyun Hong 0001 Milad Nasr Florian Tramèr Somesh Jha Lei Li 0005 Yu-Xiang Wang 0003 Dawn Song SoK: Watermarking for AI-Generated Content. 2621-2639 2025 SP https://doi.org/10.1109/SP61157.2025.00178 conf/sp/2025 db/conf/sp/sp2025.html#ZhaoGCFFCG0NTJL25

Yueheng Zhang Xiaoyuan Liu Yiyou Sun Atheer Alharbi Hend Alzahrani Basel Alomair Dawn Song Can LLMs Design Good Questions Based on Context? 2025 January abs/2501.03491 CoRR https://doi.org/10.48550/arXiv.2501.03491 db/journals/corr/corr2501.html#abs-2501-03491 streams/journals/corr

Linyu Wu Xiaoyuan Liu Tianneng Shi Zhe Ye 0002 Dawn Song DeServe: Towards Affordable Offline LLM Inference via Decentralization. 2025 January abs/2501.14784 CoRR https://doi.org/10.48550/arXiv.2501.14784 db/journals/corr/corr2501.html#abs-2501-14784 streams/journals/corr

Yoshua Bengio Sören Mindermann Daniel Privitera Tamay Besiroglu Rishi Bommasani Stephen Casper Yejin Choi 0001 Philip Fox Ben Garfinkel Danielle Goldfarb Hoda Heidari Anson Ho Sayash Kapoor Leila Khalatbari Shayne Longpre Sam Manning Vasilios Mavroudis Mantas Mazeika Julian Michael Jessica Newman Kwan Yee Ng Chinasa T. Okolo Inioluwa Deborah Raji Girish Sastry Elizabeth Seger Theodora Skeadas Tobin South Emma Strubell Florian Tramèr Lucia Velasco Nicole Wheeler Daron Acemoglu Olubayo Adekanmbi David Dalrymple Thomas G. Dietterich Edward W. Felten Pascale Fung Pierre-Olivier Gourinchas Fredrik Heintz Geoffrey E. Hinton Nick R. Jennings Andreas Krause 0001 Susan Leavy Percy Liang Teresa Ludermir Vidushi Marda Helen Z. Margetts John A. McDermid Jane Munga Arvind Narayanan Alondra Nelson Clara Neppel Alice Oh Gopal Ramchurn Stuart Russell 0001 Marietje Schaake Bernhard Schölkopf Dawn Song Alvaro Soto Lee Tiedrich Gaël Varoquaux Andrew Yao Ya-Qin Zhang Fahad Albalawi Marwan Alserkal Olubunmi Ajala Guillaume Avrin Christian Busch André Carlos Ponce de Leon Ferreira de Carvalho Bronwyn Fox Amandeep Singh Gill Ahmet Halit Hatip Juha Heikkilä Gill Jolly Ziv Katzir Hiroaki Kitano Antonio Krüger Chris Johnson Saif M. Khan Kyoung Mu Lee Dominic Vincent Ligot Oleksii Molchanovskyi Andrea Monti Nusu Mwamanzi Mona Nemer Nuria Oliver José Ramón López Portillo Balaraman Ravindran Raquel Pezoa Rivera Hammam Riza Crystal Rugege Ciarán Seoighe Jerry Sheehan Haroon Sheikh Denise Wong Yi Zeng 0005 International AI Safety Report. 2025 January abs/2501.17805 CoRR https://doi.org/10.48550/arXiv.2501.17805 db/journals/corr/corr2501.html#abs-2501-17805 streams/journals/corr

Yepeng Liu Xuandong Zhao Dawn Song Yuheng Bu Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs. 2025 February abs/2502.10673 CoRR https://doi.org/10.48550/arXiv.2502.10673 db/journals/corr/corr2502.html#abs-2502-10673 streams/journals/corr

Kaiwen Zhou 0002 Chengzhi Liu Xuandong Zhao Shreedhar Jangam Jayanth Srinivasa Gaowen Liu Dawn Song Xin Eric Wang The Hidden Risks of Large Reasoning Models: A Safety Assessment of R1. 2025 February abs/2502.12659 CoRR https://doi.org/10.48550/arXiv.2502.12659 db/journals/corr/corr2502.html#abs-2502-12659 streams/journals/corr

Zhewei Kang Xuandong Zhao Dawn Song Scalable Best-of-N Selection for Large Language Models via Self-Certainty. 2025 February abs/2502.18581 CoRR https://doi.org/10.48550/arXiv.2502.18581 db/journals/corr/corr2502.html#abs-2502-18581 streams/journals/corr

Xuandong Zhao Will Cai Tianneng Shi David Huang Licong Lin Song Mei Dawn Song Improving LLM Safety Alignment with Dual-Objective Optimization. 2025 March abs/2503.03710 CoRR https://doi.org/10.48550/arXiv.2503.03710 db/journals/corr/corr2503.html#abs-2503-03710 streams/journals/corr

Jillian Fisher Ruth E. Appel Chan Young Park Yujin Potter Liwei Jiang Taylor Sorensen Shangbin Feng Yulia Tsvetkov Margaret E. Roberts Jennifer Pan Dawn Song Yejin Choi 0001 Political Neutrality in AI is Impossible- But Here is How to Approximate it. 2025 March abs/2503.05728 CoRR https://doi.org/10.48550/arXiv.2503.05728 db/journals/corr/corr2503.html#abs-2503-05728 streams/journals/corr

Chejian Xu Jiawei Zhang 0013 Zhaorun Chen Chulin Xie Mintong Kang Yujin Potter Zhun Wang Zhuowen Yuan Alexander Xiong Zidi Xiong Chenhui Zhang Lingzhi Yuan Yi Zeng 0005 Peiyang Xu Chengquan Guo Andy Zhou Jeffrey Ziwei Tan Xuandong Zhao Francesco Pinto Zhen Xiang Yu Gai Zinan Lin 0001 Dan Hendrycks Bo Li 0026 Dawn Song MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models. 2025 March abs/2503.14827 CoRR https://doi.org/10.48550/arXiv.2503.14827 db/journals/corr/corr2503.html#abs-2503-14827 streams/journals/corr

Shayne Longpre Kevin Klyman Ruth E. Appel Sayash Kapoor Rishi Bommasani Michelle Sahar Sean McGregor Avijit Ghosh Borhane Blili-Hamelin Nathan Butters Alondra Nelson Amit Elazari Andrew Sellars Casey John Ellis Dane Sherrets Dawn Song Harley Geiger Ilona Cohen Lauren McIlvenny Madhulika Srikumar Mark M. Jaycox Markus Anderljung Nadine Farid Johnson Nicholas Carlini Nicolas Miailhe Nik Marda Peter Henderson 0002 Rebecca S. Portnoff Rebecca Weiss Victoria Westerhoff Yacine Jernite Rumman Chowdhury Percy Liang Arvind Narayanan In-House Evaluation Is Not Enough: Towards Robust Third-Party Flaw Disclosure for General-Purpose AI. 2025 March abs/2503.16861 CoRR https://doi.org/10.48550/arXiv.2503.16861 db/journals/corr/corr2503.html#abs-2503-16861 streams/journals/corr

Tianci Xue Weijian Qi Tianneng Shi Chan Hee Song Boyu Gou Dawn Song Huan Sun 0001 Yu Su 0001 An Illusion of Progress? Assessing the Current State of Web Agents. 2025 April abs/2504.01382 CoRR https://doi.org/10.48550/arXiv.2504.01382 db/journals/corr/corr2504.html#abs-2504-01382 streams/journals/corr

Will Cai Tianneng Shi Xuandong Zhao Dawn Song Are You Getting What You Pay For? Auditing Model Substitution in LLM APIs. 2025 April abs/2504.04715 CoRR https://doi.org/10.48550/arXiv.2504.04715 db/journals/corr/corr2504.html#abs-2504-04715 streams/journals/corr

Wenbo Guo 0002 Yujin Potter Tianneng Shi Zhun Wang Andy Zhang Dawn Song Frontier AI's Impact on the Cybersecurity Landscape. 2025 April abs/2504.05408 CoRR https://doi.org/10.48550/arXiv.2504.05408 db/journals/corr/corr2504.html#abs-2504-05408 streams/journals/corr

Niels Mündler Jingxuan He Hao Wang 0112 Koushik Sen Dawn Song Martin T. Vechev Type-Constrained Code Generation with Language Models. 2025 April abs/2504.09246 CoRR https://doi.org/10.48550/arXiv.2504.09246 db/journals/corr/corr2504.html#abs-2504-09246 streams/journals/corr

Qian Wang 0002 Zhanzhi Lou Zhenheng Tang Nuo Chen 0002 Xuandong Zhao Wenxuan Zhang Dawn Song Bingsheng He Assessing Judging Bias in Large Reasoning Models: An Empirical Study. 2025 April abs/2504.09946 CoRR https://doi.org/10.48550/arXiv.2504.09946 db/journals/corr/corr2504.html#abs-2504-09946 streams/journals/corr

Yupei Liu Yuqi Jia Jinyuan Jia 0001 Dawn Song Neil Zhenqiang Gong DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks. 2025 April abs/2504.11358 CoRR https://doi.org/10.48550/arXiv.2504.11358 db/journals/corr/corr2504.html#abs-2504-11358 streams/journals/corr

Tianneng Shi Jingxuan He Zhun Wang Linyu Wu Hongwei Li 0025 Wenbo Guo 0002 Dawn Song Progent: Programmable Privilege Control for LLM Agents. 2025 April abs/2504.11703 CoRR https://doi.org/10.48550/arXiv.2504.11703 db/journals/corr/corr2504.html#abs-2504-11703 streams/journals/corr

Yiyou Sun Georgia Zhou Hao Wang 0112 Dacheng Li Nouha Dziri Dawn Song Climbing the Ladder of Reasoning: What LLMs Can-and Still Can't-Solve after SFT? 2025 April abs/2504.11741 CoRR https://doi.org/10.48550/arXiv.2504.11741 db/journals/corr/corr2504.html#abs-2504-11741 streams/journals/corr

Yiyou Sun Yu Gai Lijie Chen 0001 Abhilasha Ravichander Yejin Choi 0001 Dawn Song Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations. 2025 April abs/2504.12691 CoRR https://doi.org/10.48550/arXiv.2504.12691 db/journals/corr/corr2504.html#abs-2504-12691 streams/journals/corr

Zhun Wang Vincent Siu Zhe Ye 0002 Tianneng Shi Yuzhou Nie Xuandong Zhao Chenguang Wang 0001 Wenbo Guo 0002 Dawn Song AGENTFUZZER: Generic Black-Box Fuzzing for Indirect Prompt Injection against LLM Agents. 2025 May abs/2505.05849 CoRR https://doi.org/10.48550/arXiv.2505.05849 db/journals/corr/corr2505.html#abs-2505-05849 streams/journals/corr

Bofan Gong Shiyang Lai Dawn Song Probing the Vulnerability of Large Language Models to Polysemantic Interventions. 2025 May abs/2505.11611 CoRR https://doi.org/10.48550/arXiv.2505.11611 db/journals/corr/corr2505.html#abs-2505-11611 streams/journals/corr

Andy K. Zhang Joey Ji Celeste Menders Riya Dulepet Thomas Qin Ron Yifeng Wang Junrong Wu Kyleen Liao Jiliang Li Jinghan Hu Sara Hong Nardos Demilew Shivatmica Murgai Jason Tran Nishka Kacheria Ethan Ho Denis Liu Lauren McLane Olivia Bruvik Dai-Rong Han Seungwoo Kim Akhil Vyas Cuiyuanxiu Chen Ryan Li Weiran Xu Jonathan Z. Ye Prerit Choudhary Siddharth M. Bhatia Vikram Sivashankar Yuxuan Bao Dawn Song Dan Boneh Daniel E. Ho Percy Liang BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems. 2025 May abs/2505.15216 CoRR https://doi.org/10.48550/arXiv.2505.15216 db/journals/corr/corr2505.html#abs-2505-15216 streams/journals/corr

Kaiwen Zhou 0002 Xuandong Zhao Gaowen Liu Jayanth Srinivasa Aosong Feng Dawn Song Xin Eric Wang SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning. 2025 May abs/2505.16186 CoRR https://doi.org/10.48550/arXiv.2505.16186 db/journals/corr/corr2505.html#abs-2505-16186 streams/journals/corr

Yepeng Liu Xuandong Zhao Christopher Kruegel Dawn Song Yuheng Bu In-Context Watermarks for Large Language Models. 2025 May abs/2505.16934 CoRR https://doi.org/10.48550/arXiv.2505.16934 db/journals/corr/corr2505.html#abs-2505-16934 streams/journals/corr

Yuqi Jia Zedian Shao Yupei Liu Jinyuan Jia 0001 Dawn Song Neil Zhenqiang Gong A Critical Evaluation of Defenses against Prompt Injection Attacks. 2025 May abs/2505.18333 CoRR https://doi.org/10.48550/arXiv.2505.18333 db/journals/corr/corr2505.html#abs-2505-18333 streams/journals/corr

Xuandong Zhao Zhewei Kang Aosong Feng Sergey Levine Dawn Song Learning to Reason without External Rewards. 2025 May abs/2505.19590 CoRR https://doi.org/10.48550/arXiv.2505.19590 db/journals/corr/corr2505.html#abs-2505-19590 streams/journals/corr

Ziheng Cheng Yixiao Huang 0004 Hui Xu Somayeh Sojoudi Xuandong Zhao Dawn Song Song Mei OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models. 2025 May abs/2505.21347 CoRR https://doi.org/10.48550/arXiv.2505.21347 db/journals/corr/corr2505.html#abs-2505-21347 streams/journals/corr

Zhe Ye 0002 Zhengxu Yan Jingxuan He Timothe Kasriel Kaiyu Yang Dawn Song VERINA: Benchmarking Verifiable Code Generation. 2025 May abs/2505.23135 CoRR https://doi.org/10.48550/arXiv.2505.23135 db/journals/corr/corr2505.html#abs-2505-23135 streams/journals/corr

Vincent Siu Nicholas Crispino Zihao Yu Sam Pan Zhun Wang Yang Liu 0165 Dawn Song Chenguang Wang 0001 COSMIC: Generalized Refusal Direction Identification in LLM Activations. 2025 June abs/2506.00085 CoRR https://doi.org/10.48550/arXiv.2506.00085 db/journals/corr/corr2506.html#abs-2506-00085 streams/journals/corr

Zhun Wang Tianneng Shi Jingxuan He Matthew Cai Jialin Zhang Dawn Song CyberGym: Evaluating AI Agents' Cybersecurity Capabilities with Real-World Vulnerabilities at Scale. 2025 June abs/2506.02548 CoRR https://doi.org/10.48550/arXiv.2506.02548 db/journals/corr/corr2506.html#abs-2506-02548 streams/journals/corr

Daniel Thilo Schroeder Meeyoung Cha Andrea Baronchelli Nick Bostrom Nicholas A. Christakis David García 0001 Amit Goldenberg Yara Kyrychenko Kevin Leyton-Brown Nina Lutz Gary Marcus 0001 Filippo Menczer Gordon Pennycook David G. Rand Frank Schweitzer Christopher Summerfield Audrey Tang Jay J. Van Bavel Sander van der Linden Dawn Song Jonas R. Kunst How Malicious AI Swarms Can Threaten Democracy. 2025 June abs/2506.06299 CoRR https://doi.org/10.48550/arXiv.2506.06299 db/journals/corr/corr2506.html#abs-2506-06299 streams/journals/corr

Zonghao Ying Siyang Wu Run Hao Peng Ying Shixuan Sun Pengyu Chen Junze Chen Hao Du Kaiwen Shen Shangkun Wu Jiwei Wei Shiyuan He Yang Yang Xiaohai Xu Ke Ma 0001 Qianqian Xu 0001 Qingming Huang Shi Lin Xun Wang Changting Lin Meng Han Yilei Jiang Siqi Lai Yaozhi Zheng Yifei Song Xiangyu Yue 0001 Zonglei Jing Tianyuan Zhang 0004 Zhilei Zhu Aishan Liu Jiakai Wang Siyuan Liang 0004 Xianglong Kong Hainan Li Junjie Mu Haotong Qin Yue Yu Lei Chen Felix Juefei-Xu Qing Guo 0005 Xinyun Chen Yew Soon Ong Xianglong Liu 0001 Dawn Song Alan L. Yuille Philip Torr 0001 Dacheng Tao Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025. 2025 June abs/2506.12430 CoRR https://doi.org/10.48550/arXiv.2506.12430 db/journals/corr/corr2506.html#abs-2506-12430 streams/journals/corr

Jingxu Xie Dylan Xu Xuandong Zhao Dawn Song AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents. 2025 June abs/2506.14205 CoRR https://doi.org/10.48550/arXiv.2506.14205 db/journals/corr/corr2506.html#abs-2506-14205 streams/journals/corr

Rishi Bommasani Scott R. Singer Ruth E. Appel Sarah H. Cen A. Feder Cooper Elena Cryst Lindsey A. Gailmard Ian Klaus Meredith M. Lee Inioluwa Deborah Raji Anka Reuel Drew Spence Alexander Wan Angelina Wang Daniel Zhang Daniel E. Ho Percy Liang Dawn Song Joseph E. Gonzalez Jonathan Zittrain Jennifer Tour Chayes Mariano-Florentino Cuellar Li Fei-Fei 0001 The California Report on Frontier AI Policy. 2025 June abs/2506.17303 CoRR https://doi.org/10.48550/arXiv.2506.17303 db/journals/corr/corr2506.html#abs-2506-17303 streams/journals/corr

Yiyou Sun Shawn Hu Georgia Zhou Ken Zheng Hannaneh Hajishirzi Nouha Dziri Dawn Song OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization. 2025 June abs/2506.18880 CoRR https://doi.org/10.48550/arXiv.2506.18880 db/journals/corr/corr2506.html#abs-2506-18880 streams/journals/corr

Isaac David Liyi Zhou Dawn Song Arthur Gervais Kaihua Qin Decompiling Smart Contracts with a Large Language Model. 2025 June abs/2506.19624 CoRR https://doi.org/10.48550/arXiv.2506.19624 db/journals/corr/corr2506.html#abs-2506-19624 streams/journals/corr

Yoshua Bengio Tegan Maharaj Luke Ong Stuart Russell 0001 Dawn Song Max Tegmark Lan Xue Ya-Qin Zhang Stephen Casper Wan Sie Lee Sören Mindermann Vanessa Wilfred Vidhisha Balachandran Fazl Barez Michael Belinsky Imane Bello Malo Bourgon Mark Brakel Siméon Campos Duncan Cass-Beggs Jiahao Chen Rumman Chowdhury Kuan Chua Seah Jeff Clune Juntao Dai Agnès Delaborde Nouha Dziri Francisco Eiras Joshua Engels Jinyu Fan Adam Gleave Noah Goodman Fynn Heide Johannes Heidecke Dan Hendrycks Cyrus Hodes Bryan Low Kian Hsiang Minlie Huang Sami Jawhar Wang Jingyu Adam Tauman Kalai Meindert Kamphuis Mohan S. Kankanhalli Subhash Kantamneni Mathias Bonde Kirk Thomas Kwa Jeffrey Ladish Kwok-Yan Lam Wan Lee Sie Taewhi Lee Xiaojian Li Jiajun Liu Chaochao Lu Yifan Mai 0001 Richard Mallah Julian Michael Nick Moës Simon Möller Kihyuk Nam Kwan Yee Ng Mark Nitzberg Besmira Nushi Seán Ó hÉigeartaigh Alejandro Ortega Pierre Peigné James Petrie Benjamin Prud'homme Reihaneh Rabbany Nayat Sánchez-Pi Sarah Schwettmann Buck Shlegeris Saad Siddiqui Aradhana Sinha Martín Soto Cheston Tan Dong Ting William-Chandra Tjhi Robert Trager Brian Tse Anthony Tung K. H. John Willes Denise Wong Wei Xu Rongwu Xu Yi Zeng 0005 HongJiang Zhang Djordje Zikelic The Singapore Consensus on Global AI Safety Research Priorities. 2025 June abs/2506.20702 CoRR https://doi.org/10.48550/arXiv.2506.20702 db/journals/corr/corr2506.html#abs-2506-20702 streams/journals/corr

Alexander Xiong Xuandong Zhao Aneesh Pappu Dawn Song The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation. 2025 July abs/2507.05578 CoRR https://doi.org/10.48550/arXiv.2507.05578 db/journals/corr/corr2507.html#abs-2507-05578 streams/journals/corr

Kaiqu Liang Haimin Hu Xuandong Zhao Dawn Song Thomas L. Griffiths 0001 Jaime Fernández Fisac Machine Bullshit: Characterizing the Emergent Disregard for Truth in Large Language Models. 2025 July abs/2507.07484 CoRR https://doi.org/10.48550/arXiv.2507.07484 db/journals/corr/corr2507.html#abs-2507-07484 streams/journals/corr

Boyuan Zheng 0001 Zeyi Liao Scott Salisbury Zeyuan Liu Michael Lin Qinyuan Zheng Zifan Wang 0001 Xiang Deng 0001 Dawn Song Huan Sun 0001 Yu Su 0001 WebGuard: Building a Generalizable Guardrail for Web Agents. 2025 July abs/2507.14293 CoRR https://doi.org/10.48550/arXiv.2507.14293 db/journals/corr/corr2507.html#abs-2507-14293 streams/journals/corr

Tianneng Shi Kaijie Zhu Zhun Wang Yuqi Jia Will Cai Weida Liang Haonan Wang Hend Alzahrani Joshua Lu Kenji Kawaguchi Basel Alomair Xuandong Zhao William Yang Wang Neil Gong 0001 Wenbo Guo 0002 Dawn Song PromptArmor: Simple yet Effective Prompt Injection Defenses. 2025 July abs/2507.15219 CoRR https://doi.org/10.48550/arXiv.2507.15219 db/journals/corr/corr2507.html#abs-2507-15219 streams/journals/corr

Weichen Zhang Yiyou Sun Pohao Huang Jiayue Pu Heyue Lin Dawn Song MIRAGE-Bench: LLM Agent is Hallucinating and Where to Find Them. 2025 July abs/2507.21017 CoRR https://doi.org/10.48550/arXiv.2507.21017 db/journals/corr/corr2507.html#abs-2507-21017 streams/journals/corr

Yingxuan Yang Mulei Ma Yuxuan Huang Huacan Chai Chenyu Gong Haoran Geng Yuanjian Zhou Ying Wen 0001 Meng Fang Muhao Chen 0001 Shangding Gu Ming Jin 0002 Costas J. Spanos Yang Yang 0001 Pieter Abbeel Dawn Song Weinan Zhang 0001 Jun Wang 0012 Agentic Web: Weaving the Next Web with AI Agents. 2025 July abs/2507.21206 CoRR https://doi.org/10.48550/arXiv.2507.21206 db/journals/corr/corr2507.html#abs-2507-21206 streams/journals/corr

Rishi Bommasani Sanjeev Arora Jennifer T. Chayes Yejin Choi 0001 Mariano-Florentino Cuellar Li Fei-Fei 0001 Daniel E. Ho Dan Jurafsky Sanmi Koyejo Hima Lakkaraju Arvind Narayanan Alondra Nelson Emma Pierson Joelle Pineau Scott R. Singer Gaël Varoquaux Suresh Venkatasubramanian Ion Stoica Percy Liang Dawn Song Advancing Science- and Evidence-based AI Policy. 2025 August abs/2508.02748 CoRR https://doi.org/10.48550/arXiv.2508.02748 db/journals/corr/corr2508.html#abs-2508-02748 streams/journals/corr

Colin Roberts Vivek Nair Dawn Song Wrangling Entropy: Next-Generation Multi-Factor Key Derivation, Credential Hashing, and Credential Generation Functions. 2025 September abs/2509.05893 CoRR https://doi.org/10.48550/arXiv.2509.05893 db/journals/corr/corr2509.html#abs-2509-05893 streams/journals/corr

Vincent Siu Nathan W. Henry Nicholas Crispino Yang Liu 0165 Dawn Song Chenguang Wang 0001 RepIt: Representing Isolated Targets to Steer Language Models. 2025 September abs/2509.13281 CoRR https://doi.org/10.48550/arXiv.2509.13281 db/journals/corr/corr2509.html#abs-2509-13281 streams/journals/corr

Vincent Siu Nicholas Crispino David Park Nathan W. Henry Zhun Wang Yang Liu 0165 Dawn Song Chenguang Wang 0001 SteeringControl: Holistic Evaluation of Alignment Steering in LLMs. 2025 September abs/2509.13450 CoRR https://doi.org/10.48550/arXiv.2509.13450 db/journals/corr/corr2509.html#abs-2509-13450 streams/journals/corr

Yiyou Sun Yuhan Cao Pohao Huang Haoyue Bai 0001 Hannaneh Hajishirzi Nouha Dziri Dawn Song DELTA-Code: How Does RL Unlock and Transfer New Programming Algorithms in LLMs? 2025 September abs/2509.21016 CoRR https://doi.org/10.48550/arXiv.2509.21016 db/journals/corr/corr2509.html#abs-2509-21016 streams/journals/corr

Shangding Gu Xiaohan Wang Donghao Ying Haoyu Zhao Runing Yang Ming Jin 0002 Boyi Li Marco Pavone Serena Yeung-Levy Jun Wang 0012 Dawn Song Costas J. Spanos AccidentBench: Benchmarking Multimodal Understanding and Reasoning in Vehicle Accidents and Beyond. 2025 September abs/2509.26636 CoRR https://doi.org/10.48550/arXiv.2509.26636 db/journals/corr/corr2509.html#abs-2509-26636 streams/journals/corr

Chengquan Guo Chulin Xie Yu Yang 0007 Zhaorun Chen Zinan Lin 0001 Xander Davies Yarin Gal Dawn Song Bo Li 0026 RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents. 2025 October abs/2510.02609 CoRR https://doi.org/10.48550/arXiv.2510.02609 db/journals/corr/corr2510.html#abs-2510-02609 streams/journals/corr

Yutong Cheng Yang Liu 0165 Changze Li Dawn Song Peng Gao 0008 CTIArena: Benchmarking LLM Knowledge and Reasoning Across Heterogeneous Cyber Threat Intelligence. 2025 October abs/2510.11974 CoRR https://doi.org/10.48550/arXiv.2510.11974 db/journals/corr/corr2510.html#abs-2510-11974 streams/journals/corr

Sayash Kapoor Benedikt Stroebl Peter Kirgis Nitya Nadgir Zachary S. Siegel Boyi Wei Tianci Xue Ziru Chen Felix Chen Saiteja Utpala Franck Ndzomga Dheeraj Oruganty Sophie Luskin Kangheng Liu Botao Yu Amit Arora Dongyoon Hahm Harsh Trivedi Huan Sun 0001 Juyong Lee Tengjun Jin Yifan Mai 0001 Yifei Zhou Yuxuan Zhu 0003 Rishi Bommasani Daniel Kang 0001 Dawn Song Peter Henderson 0002 Yu Su 0001 Percy Liang Arvind Narayanan Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation. 2025 October abs/2510.11977 CoRR https://doi.org/10.48550/arXiv.2510.11977 db/journals/corr/corr2510.html#abs-2510-11977 streams/journals/corr

Kyle Montgomery David Park Jianhong Tu Michael Bendersky Beliz Gunel Dawn Song Chenguang Wang 0001 Predicting Task Performance with Context-aware Scaling Laws. 2025 October abs/2510.14919 CoRR https://doi.org/10.48550/arXiv.2510.14919 db/journals/corr/corr2510.html#abs-2510-14919 streams/journals/corr

Dan Hendrycks Dawn Song Christian Szegedy Honglak Lee Yarin Gal Erik Brynjolfsson Sharon Li 0001 Andy Zou Lionel Levine Bo Han 0003 Jie Fu 0001 Ziwei Liu 0002 Jinwoo Shin Kimin Lee Mantas Mazeika Long Phan George Ingebretsen Adam Khoja Cihang Xie Olawale Salaudeen Matthias Hein 0001 Kevin Zhao Alexander Pan David Duvenaud Bo Li 0026 Steve Omohundro Gabriel Alfour Max Tegmark Kevin McGrew Gary Marcus 0001 Jaan Tallinn Eric Schmidt Yoshua Bengio A Definition of AGI. 2025 October abs/2510.18212 CoRR https://doi.org/10.48550/arXiv.2510.18212 db/journals/corr/corr2510.html#abs-2510-18212 streams/journals/corr

Yepeng Liu Xuandong Zhao Dawn Song Gregory W. Wornell Yuheng Bu Position: LLM Watermarking Should Align Stakeholders' Incentives for Practical Adoption. 2025 October abs/2510.18333 CoRR https://doi.org/10.48550/arXiv.2510.18333 db/journals/corr/corr2510.html#abs-2510-18333 streams/journals/corr

Jiachen Zhao Yiyou Sun Weiyan Shi 0001 Dawn Song Can Aha Moments Be Fake? Identifying True and Decorative Thinking Steps in Chain-of-Thought. 2025 October abs/2510.24941 CoRR https://doi.org/10.48550/arXiv.2510.24941 db/journals/corr/corr2510.html#abs-2510-24941 streams/journals/corr

Zhaorun Chen Zhuokai Zhao Kai Zhang 0033 Bo Liu Qi Qi Yifan Wu Tarun Kalluri Sara Cao Yuanhao Xiong Haibo Tong Huaxiu Yao Hengduo Li Jiacheng Zhu Xian Li 0003 Dawn Song Bo Li 0026 Jason Weston Dat Huynh Scaling Agent Learning via Experience Synthesis. 2025 November abs/2511.03773 CoRR https://doi.org/10.48550/arXiv.2511.03773 db/journals/corr/corr2511.html#abs-2511-03773 streams/journals/corr

Yujin Potter Zhun Wang Nicholas Crispino Kyle Montgomery Alexander Xiong Ethan Y. Chang Francesco Pinto Yuqi Chen Rahul Gupta 0001 Morteza Ziyadi Christos Christodoulopoulos 0001 Bo Li 0026 Chenguang Wang 0001 Dawn Song VMDT: Decoding the Trustworthiness of Video Foundation Models. 2025 November abs/2511.05682 CoRR https://doi.org/10.48550/arXiv.2511.05682 db/journals/corr/corr2511.html#abs-2511-05682 streams/journals/corr

Melissa Z. Pan Negar Arabzadeh Riccardo Cogo Yuxuan Zhu 0003 Alexander Xiong Lakshya A. Agrawal Huanzhi Mao Emma Shen Sid Pallerla Liana Patel Shu Liu Tianneng Shi Xiaoyuan Liu Jared Quincy Davis Emmanuele Lacavalla Alessandro Basile Shuyi Yang Paul Castro Daniel Kang 0001 Joseph E. Gonzalez Koushik Sen Dawn Song Ion Stoica Matei Zaharia Marquita Ellis Measuring Agents in Production. 2025 December abs/2512.04123 CoRR https://doi.org/10.48550/arXiv.2512.04123 db/journals/corr/corr2512.html#abs-2512-04123 streams/journals/corr

Yuzhou Nie Hongwei Li 0025 Chengquan Guo Ruizhe Jiang Zhun Wang Bo Li 0026 Dawn Song Wenbo Guo 0002 VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection. 2025 December abs/2512.07533 CoRR https://doi.org/10.48550/arXiv.2512.07533 db/journals/corr/corr2512.html#abs-2512-07533 streams/journals/corr

Qiuyang Mang Wenhao Chai Zhifei Li Huanzhi Mao Shang Zhou Alexander Du Hanchen Li Shu Liu Edwin Chen Yichuan Wang Xieting Chu Zerui Cheng Yuan Xu Tian Xia Zirui Wang Tianneng Shi Jianzhu Yao Yilong Zhao 0002 Qizheng Zhang Charlie Ruan Zeyu Shen Kaiyuan Liu Runyuan He Dong Xing Zerui Li Zirong Zeng Yige Jiang Lufeng Cheng Ziyi Zhao Youran Sun Wesley Zheng Meiyuwang Zhang Ruyi Ji Xuechang Tu Zihan Zheng Zexing Chen Kangyang Zhou Zhaozi Wang Jingbang Chen Aleksandra Korolova Peter Henderson 0002 Pramod Viswanath Vijay Ganesh 0001 Saining Xie Zhuang Liu 0003 Dawn Song Sewon Min Ion Stoica Joseph E. Gonzalez Jingbo Shang Alvin Cheung FrontierCS: Evolving Challenges for Evolving Intelligence. 2025 December abs/2512.15699 CoRR https://doi.org/10.48550/arXiv.2512.15699 db/journals/corr/corr2512.html#abs-2512-15699 streams/journals/corr

Pengcheng Jiang Jiacheng Lin Zhiyi Shi Zifeng Wang 0008 Luxi He Yichen Wu Ming Zhong 0005 Peiyang Song 0002 Qizheng Zhang Heng Wang Xueqiang Xu Hanwen Xu Pengrui Han Dylan Zhang Jiashuo Sun Chaoqi Yang Kun Qian Tian Wang Changran Hu Manling Li Quanzheng Li Hao Peng 0009 Sheng Wang Jingbo Shang Chao Zhang Jiaxuan You Liyuan Liu Pan Lu Yu Zhang Heng Ji 0001 Yejin Choi 0001 Dawn Song Jimeng Sun 0001 Jiawei Han 0001 Adaptation of Agentic AI. 2025 December abs/2512.16301 CoRR https://doi.org/10.48550/arXiv.2512.16301 db/journals/corr/corr2512.html#abs-2512-16301 streams/journals/corr

Haoyue Bai 0002 Yiyou Sun Wenjie Hu Shi Qiu Maggie Ziyu Huan Peiyang Song 0002 Robert Nowak 0001 Dawn Song How and Why LLMs Generalize: A Fine-Grained Analysis of LLM Reasoning from Cognitive Behaviors to Low-Level Patterns. 2025 December abs/2512.24063 CoRR https://doi.org/10.48550/arXiv.2512.24063 db/journals/corr/corr2512.html#abs-2512-24063 streams/journals/corr

Jiachen T. Wang Tong Wu Kaifeng Lyu James Zou 0001 Dawn Song Ruoxi Jia 0001 Prateek Mittal Can Small Training Runs Reliably Guide Data Curation? Rethinking Proxy-Model Practice. 2025 December abs/2512.24503 CoRR https://doi.org/10.48550/arXiv.2512.24503 db/journals/corr/corr2512.html#abs-2512-24503 streams/journals/corr

Tiancheng Xie Tao Lu Zhiyong Fang Siqi Wang Zhenfei Zhang Yongzheng Jia Dawn Song Jiaheng Zhang zkPyTorch: A Hierarchical Optimized Compiler for Zero-Knowledge Machine Learning. 535 2025 2025 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2025/535 db/journals/iacr/iacr2025.html#XieLFWZJSZ25 streams/journals/iacr

Vivek Nair Louis B. Rosenberg James F. O'Brien Dawn Song Truth in Motion: The Unprecedented Risks and Opportunities of Extended Reality Motion Data. 24-32 2024 January - February 22 IEEE Secur. Priv. 1 https://doi.org/10.1109/MSEC.2023.3330392 db/journals/ieeesp/ieeesp22.html#NairROS24

Gonzalo Munilla Garrido Vivek Nair Dawn Song SoK: Data Privacy in Virtual Reality. 21-40 2024 January 2024 Proc. Priv. Enhancing Technol. 1 https://doi.org/10.56553/popets-2024-0003 db/journals/popets/popets2024.html#GarridoNS24

Qinbin Li Junyuan Hong Chulin Xie Jeffrey Tan Rachel Xin Junyi Hou Xavier Yin Zhun Wang Dan Hendrycks Zhangyang Wang Bo Li 0026 Bingsheng He Dawn Song LLM-PBE: Assessing Data Privacy in Large Language Models. 3201-3214 2024 July 17 Proc. VLDB Endow. 11 https://www.vldb.org/pvldb/vol17/p3201-li.pdf https://doi.org/10.14778/3681954.3681994 https://www.wikidata.org/entity/Q130817172 db/journals/pvldb/pvldb17.html#LiHXTXHYWHWLHS24 streams/journals/pvldb

Vivek Nair Wenbo Guo 0002 Rui Wang 0110 James F. O'Brien Louis B. Rosenberg Dawn Song Berkeley Open Extended Reality Recordings 2023 (BOXRR-23): 4.7 Million Motion Capture Recordings from 105,000 XR Users. 2239-2246 2024 May 30 IEEE Trans. Vis. Comput. Graph. 5 https://doi.org/10.1109/TVCG.2024.3372087 db/journals/tvcg/tvcg30.html#NairGWORS24

Eric Pasewark Kyle Montgomery Kefei Duan Dawn Song Chenguang Wang 0001 Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. 10422-10437 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.561 https://aclanthology.org/2024.acl-long.561 conf/acl/2024-1 db/conf/acl/acl2024-1.html#PasewarkMDS024 Yunqi Li 0002 Kyle Soska Zhen Huang Sylvain Bellemare Mikerah Quintyne-Collins Lun Wang 0001 Xiaoyuan Liu Dawn Song Andrew Miller 0001 Ratel: MPC-extensions for Smart Contracts. 2024 AsiaCCS https://doi.org/10.1145/3634737.3661142 https://www.wikidata.org/entity/Q131110084 conf/asiaccs/2024 db/conf/asiaccs/asiaccs2024.html#0002SHBQWLS024 Tanusree Sharma Vivek C. Nair Henry Wang Yang Wang 0005 Dawn Song "I Can't Believe It's Not Custodial!": Usable Trustless Decentralized Key Management. 581:1-581:16 2024 CHI https://doi.org/10.1145/3613904.3642464 https://www.wikidata.org/entity/Q130895490 conf/chi/2024 db/conf/chi/chi2024.html#SharmaNWWS24 Yujin Potter Shiyang Lai Junsol Kim James Evans Dawn Song Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters. 4244-4275 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.244 https://aclanthology.org/2024.emnlp-main.244 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#PotterLKES24 Yi Zeng 0005 Weiyu Sun Tran Ngoc Huynh Dawn Song Bo Li 0026 Ruoxi Jia 0001 BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models. 13189-13215 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.732 https://aclanthology.org/2024.emnlp-main.732 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#0005SHS0024 Yujin Potter Kornrapat Pongmala Kaihua Qin Ariah Klages-Mundt Philipp Jovanovic Christine A. Parlour Arthur Gervais Dawn Song What Drives the (In)stability of a Stablecoin? 316-324 2024 ICBC https://doi.org/10.1109/ICBC59979.2024.10634419 conf/icbc2/2024 db/conf/icbc2/icbc2024.html#PotterPQKJPGS24 Tanusree Sharma Yujin Potter Kornrapat Pongmala Henry Wang Andrew Miller 0001 Dawn Song Yang Wang 0005 Unpacking How Decentralized Autonomous Organizations (DAOs) Work in Practice. 416-424 2024 ICBC https://doi.org/10.1109/ICBC59979.2024.10634404 conf/icbc2/2024 db/conf/icbc2/icbc2024.html#SharmaPPW0S024 Arnav Gudibande Eric Wallace Charlie Snell Xinyang Geng Hao Liu 0055 Pieter Abbeel Sergey Levine Dawn Song The False Promise of Imitating Proprietary Language Models. 2024 ICLR https://openreview.net/forum?id=Kz3yckpCN5 conf/iclr/2024 db/conf/iclr/iclr2024.html#GudibandeWSG0AL24 Qinbin Li Chulin Xie Xiaojun Xu Xiaoyuan Liu Ce Zhang 0001 Bo Li 0026 Bingsheng He Dawn Song Effective and Efficient Federated Tree Learning on Hybrid Data. 2024 ICLR https://openreview.net/forum?id=py4ZV2qYQI conf/iclr/2024 db/conf/iclr/iclr2024.html#LiXXL00HS24 Weixin Chen Dawn Song Bo Li 0026 GRATH: Gradual Self-Truthifying for Large Language Models. 2024 ICML https://proceedings.mlr.press/v235/chen24aj.html https://openreview.net/forum?id=d2f2sCXQuI conf/icml/2024 db/conf/icml/icml2024.html#ChenS024 7260-7279 Nicholas Crispino Kyle Montgomery Fankun Zeng Dawn Song Chenguang Wang 0001 Agent Instructs Large Language Models to be General Zero-Shot Reasoners. 2024 ICML https://proceedings.mlr.press/v235/crispino24a.html https://openreview.net/forum?id=zMwFvxr6CV conf/icml/2024 db/conf/icml/icml2024.html#CrispinoMZS024 9458-9549 Junyuan Hong Jinhao Duan Chenhui Zhang Zhangheng Li Chulin Xie Kelsey Lieberman James Diffenderfer Brian R. Bartoldson Ajay Kumar Jaiswal Kaidi Xu Bhavya Kailkhura Dan Hendrycks Dawn Song Zhangyang Wang Bo Li 0026 Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression. 2024 ICML https://proceedings.mlr.press/v235/hong24a.html https://openreview.net/forum?id=e3Dpq3WdMv conf/icml/2024 db/conf/icml/icml2024.html#HongDZLXLDBJXKH24 18611-18633 Mintong Kang Nezihe Merve Gürel Ning Yu 0006 Dawn Song Bo Li 0026 C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models. 2024 ICML https://proceedings.mlr.press/v235/kang24a.html https://openreview.net/forum?id=FMa4c5NhOe conf/icml/2024 db/conf/icml/icml2024.html#KangGYS024 22963-23000 Sayash Kapoor Rishi Bommasani Kevin Klyman Shayne Longpre Ashwin Ramaswami Peter Cihon Aspen K. Hopkins Kevin Bankston Stella Biderman Miranda Bogen Rumman Chowdhury Alex Engler Peter Henderson 0002 Yacine Jernite Seth Lazar Stefano Maffulli Alondra Nelson Joelle Pineau Aviya Skowron Dawn Song Victor Storchan Daniel Zhang Daniel E. Ho Percy Liang Arvind Narayanan Position: On the Societal Impact of Open Foundation Models. 2024 ICML https://proceedings.mlr.press/v235/kapoor24a.html https://openreview.net/forum?id=jRX6yCxFhx conf/icml/2024 db/conf/icml/icml2024.html#KapoorBKLRCHBBB24 23082-23104 Shiyang Lai Yujin Potter Junsol Kim Richard Zhuang Dawn Song James Evans Position: Evolving AI Collectives Enhance Human Diversity and Enable Self-Regulation. 2024 ICML https://proceedings.mlr.press/v235/lai24b.html https://openreview.net/forum?id=u6PeRHEsjL conf/icml/2024 db/conf/icml/icml2024.html#LaiPKZSE24 25892-25912 Zhuowen Yuan Wenbo Guo 0002 Jinyuan Jia 0001 Bo Li 0026 Dawn Song SHINE: Shielding Backdoors in Deep Reinforcement Learning. 2024 ICML https://proceedings.mlr.press/v235/yuan24c.html https://openreview.net/forum?id=nMWxLnSBGW conf/icml/2024 db/conf/icml/icml2024.html#Yuan000S24 57887-57904 Zhuowen Yuan Zidi Xiong Yi Zeng 0005 Ning Yu 0006 Ruoxi Jia 0001 Dawn Song Bo Li 0026 RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content. 2024 ICML https://proceedings.mlr.press/v235/yuan24f.html https://openreview.net/forum?id=QAGRPiC3FS conf/icml/2024 db/conf/icml/icml2024.html#YuanX0Y0S024 57953-57965 Pengcheng Fang Peng Gao 0008 Yun Peng Qingzhao Zhang 0001 Tao Xie 0001 Dawn Song Prateek Mittal Sanjeev R. Kulkarni Zhuotao Liu Xusheng Xiao VFIX: Facilitating Software Maintenance of Smart Contracts via Automatically Fixing Vulnerabilities. 13-24 2024 ICSME https://doi.org/10.1109/ICSME58944.2024.00013 conf/icsm/2024 db/conf/icsm/icsme2024.html#FangGPZ0SMKLX24 Peng Gao 0008 Xiaoyuan Liu Edward Choi 0002 Sibo Ma Xinyu Yang Dawn Song <i>ThreatKG: </i> An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management. 1-12 2024 LAMPS@CCS https://doi.org/10.1145/3689217.3690613 conf/lamps/2024 db/conf/lamps/lamps2024.html#GaoLCMYS24 Hengzhi Pei Jinyuan Jia 0001 Wenbo Guo 0002 Bo Li 0026 Dawn Song TextGuard: Provable Defense against Backdoor Attacks on Text Classification. 2024 NDSS https://www.ndss-symposium.org/ndss-paper/textguard-provable-defense-against-backdoor-attacks-on-text-classification/ conf/ndss/2024 db/conf/ndss/ndss2024.html#Pei000S24 Bochuan Cao Jinyuan Jia 0001 Chuxuan Hu Wenbo Guo 0002 Zhen Xiang Jinghui Chen Bo Li 0026 Dawn Song Data Free Backdoor Attacks. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/2a7e91c6e4b68325d9884a7469804837-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#Cao0H0XC0S24 Zhaorun Chen Zhen Xiang Chaowei Xiao Dawn Song Bo Li 0026 AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/eb113910e9c3f6242541c1652e30dfd6-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#ChenXXSL24 Chengquan Guo Xun Liu Chulin Xie Andy Zhou Yi Zeng 0005 Zinan Lin 0001 Dawn Song Bo Li 0026 RedCode: Risky Code Execution and Generation Benchmark for Code Agents. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/bfd082c452dffb450d5a5202b0419205-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#GuoLXZZ0SL24 Myeongseob Ko Henry Li Zhun Wang Jonathan Patsenker Jiachen T. Wang Qinbin Li Ming Jin 0002 Dawn Song Ruoxi Jia 0001 Boosting Alignment for Post-Unlearning Text-to-Image Generative Models. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/9aa51796f8bede2ea947d6b6e3087ab8-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#KoLWPWL0S024 Jiachen T. Wang Tong Wu Dawn Song Prateek Mittal Ruoxi Jia 0001 GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/ed165f2ff227cf36c7e3ef88957dadd9-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#WangWSM024 Tianyi Liu Tiancheng Xie Jiaheng Zhang Dawn Song Yupeng Zhang 0001 Pianist: Scalable zkRollups via Fully Distributed Zero-Knowledge Proofs. 1777-1793 2024 SP https://doi.org/10.1109/SP54263.2024.00035 conf/sp/2024 db/conf/sp/sp2024.html#LiuXZSZ24 streams/conf/sp Zhe Ye 0002 Ujval Misra Jiajun Cheng Wenyang Zhou Dawn Song Specular: Towards Secure, Trust-minimized Optimistic Blockchain Execution. 3943-3960 2024 SP https://doi.org/10.1109/SP54263.2024.00175 conf/sp/2024 db/conf/sp/sp2024.html#YeMCZS24 streams/conf/sp Yuzheng Hu Fan Wu 0011 Qinbin Li Yunhui Long Gonzalo Munilla Garrido Chang Ge 0002 Bolin Ding David A. Forsyth Bo Li 0026 Dawn Song SoK: Privacy-Preserving Data Synthesis. 4696-4713 2024 SP https://doi.org/10.1109/SP54263.2024.00002 conf/sp/2024 db/conf/sp/sp2024.html#HuWLLGGDFLS24 streams/conf/sp Vivek Nair Christian Rack Wenbo Guo 0002 Rui Wang 0110 Shuixian Li Brandon Huang Atticus Cull James F. O'Brien Marc Erich Latoschik Louis B. Rosenberg Dawn Song Inferring Private Personal Attributes of Virtual Reality Users from Ecologically Valid Head and Hand Motion Data. 477-484 2024 VR Workshops https://doi.org/10.1109/VRW62533.2024.00094 conf/vr/2024w db/conf/vr/vr2024w.html#NairR0WLHCOLRS24 Vivek Nair Wenbo Guo 0002 James F. O'Brien Louis B. Rosenberg Dawn Song Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Ecological Virtual Reality Motion Data. 493-500 2024 VR Workshops https://doi.org/10.1109/VRW62533.2024.00096 conf/vr/2024w db/conf/vr/vr2024w.html#Nair0ORS24

Weixin Chen Dawn Song Bo Li 0026 GRATH: Gradual Self-Truthifying for Large Language Models. 2024 abs/2401.12292 CoRR https://doi.org/10.48550/arXiv.2401.12292 db/journals/corr/corr2401.html#abs-2401-12292

Mintong Kang Nezihe Merve Gürel Ning Yu 0006 Dawn Song Bo Li 0026 C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models. 2024 abs/2402.03181 CoRR https://doi.org/10.48550/arXiv.2402.03181 db/journals/corr/corr2402.html#abs-2402-03181

Shiyang Lai Yujin Potter Junsol Kim Richard Zhuang Dawn Song James Evans Evolving AI Collectives to Enhance Human Diversity and Enable Self-Regulation. 2024 abs/2402.12590 CoRR https://doi.org/10.48550/arXiv.2402.12590 db/journals/corr/corr2402.html#abs-2402-12590

Sayash Kapoor Rishi Bommasani Kevin Klyman Shayne Longpre Ashwin Ramaswami Peter Cihon Aspen K. Hopkins Kevin Bankston Stella Biderman Miranda Bogen Rumman Chowdhury Alex Engler Peter Henderson 0002 Yacine Jernite Seth Lazar Stefano Maffulli Alondra Nelson Joelle Pineau Aviya Skowron Dawn Song Victor Storchan Daniel Zhang Daniel E. Ho Percy Liang Arvind Narayanan On the Societal Impact of Open Foundation Models. 2024 abs/2403.07918 CoRR https://doi.org/10.48550/arXiv.2403.07918 https://www.wikidata.org/entity/Q135645242 db/journals/corr/corr2403.html#abs-2403-07918

Chenguang Wang 0001 Ruoxi Jia 0001 Xin Liu Dawn Song Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study. 2024 abs/2403.10499 CoRR https://doi.org/10.48550/arXiv.2403.10499 db/journals/corr/corr2403.html#abs-2403-10499

Zhuowen Yuan Zidi Xiong Yi Zeng 0005 Ning Yu 0006 Ruoxi Jia 0001 Dawn Song Bo Li 0026 RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content. 2024 abs/2403.13031 CoRR https://doi.org/10.48550/arXiv.2403.13031 db/journals/corr/corr2403.html#abs-2403-13031

Junyuan Hong Jinhao Duan Chenhui Zhang Zhangheng Li Chulin Xie Kelsey Lieberman James Diffenderfer Brian R. Bartoldson Ajay Jaiswal Kaidi Xu Bhavya Kailkhura Dan Hendrycks Dawn Song Zhangyang Wang Bo Li 0026 Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression. 2024 abs/2403.15447 CoRR https://doi.org/10.48550/arXiv.2403.15447 db/journals/corr/corr2403.html#abs-2403-15447

Jiawei Zhang 0013 Chejian Xu Yu Gai Freddy Lécué Dawn Song Bo Li 0026 KnowHalu: Hallucination Detection via Multi-Form Knowledge Based Factual Checking. 2024 abs/2404.02935 CoRR https://doi.org/10.48550/arXiv.2404.02935 db/journals/corr/corr2404.html#abs-2404-02935

Yuzhou Nie Yanting Wang 0001 Jinyuan Jia 0001 Michael J. De Lucia Nathaniel D. Bastian Wenbo Guo 0002 Dawn Song TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models. 2024 abs/2405.16783 CoRR https://doi.org/10.48550/arXiv.2405.16783 db/journals/corr/corr2405.html#abs-2405-16783

Xiangyu Qi Yangsibo Huang Yi Zeng 0005 Edoardo Debenedetti Jonas Geiping Luxi He Kaixuan Huang Udari Madhushani Vikash Sehwag Weijia Shi Boyi Wei Tinghao Xie Danqi Chen 0001 Pin-Yu Chen Jeffrey Ding Ruoxi Jia 0001 Jiaqi Ma 0001 Arvind Narayanan Weijie J. Su Mengdi Wang 0001 Chaowei Xiao Bo Li 0026 Dawn Song Peter Henderson 0002 Prateek Mittal AI Risk Management Should Incorporate Both Safety and Security. 2024 abs/2405.19524 CoRR https://doi.org/10.48550/arXiv.2405.19524 db/journals/corr/corr2405.html#abs-2405-19524

Zhen Xiang Linzhi Zheng Yanjie Li Junyuan Hong Qinbin Li Han Xie Jiawei Zhang 0013 Zidi Xiong Chulin Xie Carl Yang 0001 Dawn Song Bo Li 0026 GuardAgent: Safeguard LLM Agents by a Guard Agent via Knowledge-Enabled Reasoning. 2024 abs/2406.09187 CoRR https://doi.org/10.48550/arXiv.2406.09187 db/journals/corr/corr2406.html#abs-2406-09187

Jiachen T. Wang Prateek Mittal Dawn Song Ruoxi Jia 0001 Data Shapley in One Training Run. 2024 abs/2406.11011 CoRR https://doi.org/10.48550/arXiv.2406.11011 db/journals/corr/corr2406.html#abs-2406-11011 streams/journals/corr

Yi Zeng 0005 Weiyu Sun Tran Ngoc Huynh Dawn Song Bo Li 0026 Ruoxi Jia 0001 BEEAR: Embedding-based Adversarial Removal of Safety Backdoors in Instruction-tuned Language Models. 2024 abs/2406.17092 CoRR https://doi.org/10.48550/arXiv.2406.17092 db/journals/corr/corr2406.html#abs-2406-17092 streams/journals/corr

Yi Zeng 0005 Kevin Klyman Andy Zhou Yu Yang 0007 Minzhou Pan Ruoxi Jia 0001 Dawn Song Percy Liang Bo Li 0026 AI Risk Categorization Decoded (AIR 2024): From Government Regulations to Corporate Policies. 2024 abs/2406.17864 CoRR https://doi.org/10.48550/arXiv.2406.17864 db/journals/corr/corr2406.html#abs-2406-17864 streams/journals/corr

Eric Pasewark Kyle Montgomery Kefei Duan Dawn Song Chenguang Wang 0001 Re-Tuning: Overcoming the Compositionality Limits of Large Language Models with Recursive Tuning. 2024 abs/2407.04787 CoRR https://doi.org/10.48550/arXiv.2407.04787 db/journals/corr/corr2407.html#abs-2407-04787 streams/journals/corr

Zhaorun Chen Zhen Xiang Chaowei Xiao Dawn Song Bo Li 0026 AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases. 2024 abs/2407.12784 CoRR https://doi.org/10.48550/arXiv.2407.12784 db/journals/corr/corr2407.html#abs-2407-12784 streams/journals/corr

Yi Zeng 0005 Yu Yang 0007 Andy Zhou Jeffrey Ziwei Tan Yuheng Tu 0001 Yifan Mai 0001 Kevin Klyman Minzhou Pan Ruoxi Jia 0001 Dawn Song Percy Liang Bo Li 0026 AIR-Bench 2024: A Safety Benchmark Based on Risk Categories from Regulations and Policies. 2024 abs/2407.17436 CoRR https://doi.org/10.48550/arXiv.2407.17436 db/journals/corr/corr2407.html#abs-2407-17436 streams/journals/corr

Feiyang Kang Yifan Sun 0010 Bingbing Wen Si Chen 0008 Dawn Song Rafid Mahmood Ruoxi Jia 0001 AutoScale: Automatic Prediction of Compute-optimal Data Composition for Training LLMs. 2024 abs/2407.20177 CoRR https://doi.org/10.48550/arXiv.2407.20177 db/journals/corr/corr2407.html#abs-2407-20177 streams/journals/corr

Canyu Chen Baixiang Huang Zekun Li 0001 Zhaorun Chen Shiyang Lai Xiongxiao Xu Jia-Chen Gu Jindong Gu Huaxiu Yao Chaowei Xiao Xifeng Yan William Yang Wang Philip Torr 0001 Dawn Song Kai Shu Can Editing LLMs Inject Harm? 2024 abs/2407.20224 CoRR https://doi.org/10.48550/arXiv.2407.20224 db/journals/corr/corr2407.html#abs-2407-20224 streams/journals/corr

Rishub Tamirisa Bhrugu Bharathi Long Phan Andy Zhou Alice Gatti Tarun Suresh Maxwell Lin Justin Wang Rowan Wang Ron Arel Andy Zou Dawn Song Bo Li 0026 Dan Hendrycks Mantas Mazeika Tamper-Resistant Safeguards for Open-Weight LLMs. 2024 abs/2408.00761 CoRR https://doi.org/10.48550/arXiv.2408.00761 db/journals/corr/corr2408.html#abs-2408-00761 streams/journals/corr

Qinbin Li Junyuan Hong Chulin Xie Jeffrey Tan Rachel Xin Junyi Hou Xavier Yin Zhun Wang Dan Hendrycks Zhangyang Wang Bo Li 0026 Bingsheng He Dawn Song LLM-PBE: Assessing Data Privacy in Large Language Models. 2024 abs/2408.12787 CoRR https://doi.org/10.48550/arXiv.2408.12787 db/journals/corr/corr2408.html#abs-2408-12787 streams/journals/corr

Tanusree Sharma Yujin Potter Zachary Kilhoffer Yun Huang 0003 Dawn Song Yang Wang 0005 From Experts to the Public: Governing Multimodal Language Models in Politically Sensitive Video Analysis. 2024 abs/2410.01817 CoRR https://doi.org/10.48550/arXiv.2410.01817 db/journals/corr/corr2410.html#abs-2410-01817 streams/journals/corr

Kaiwen Zhou 0002 Chengzhi Liu Xuandong Zhao Anderson Compalas Dawn Song Xin Eric Wang Multimodal Situational Safety. 2024 abs/2410.06172 CoRR https://doi.org/10.48550/arXiv.2410.06172 db/journals/corr/corr2410.html#abs-2410-06172 streams/journals/corr

Sam Gunn Xuandong Zhao Dawn Song An undetectable watermark for generative image models. 2024 abs/2410.07369 CoRR https://doi.org/10.48550/arXiv.2410.07369 db/journals/corr/corr2410.html#abs-2410-07369 streams/journals/corr

Yu Yang 0007 Yuzhou Nie Zhun Wang Yuheng Tang Wenbo Guo 0002 Bo Li 0026 Dawn Song SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI. 2024 abs/2410.11096 CoRR https://doi.org/10.48550/arXiv.2410.11096 db/journals/corr/corr2410.html#abs-2410-11096 streams/journals/corr

Tanusree Sharma Yujin Potter Kornrapat Pongmala Henry Wang Andrew Miller 0001 Dawn Song Yang Wang 0005 Future of Algorithmic Organization: Large-Scale Analysis of Decentralized Autonomous Organizations (DAOs). 2024 abs/2410.13095 CoRR https://doi.org/10.48550/arXiv.2410.13095 db/journals/corr/corr2410.html#abs-2410-13095 streams/journals/corr

Yutong Cheng Osama Bajaber Saimon Amanuel Tsegai Dawn Song Peng Gao 0008 CTINEXUS: Leveraging Optimized LLM In-Context Learning for Constructing Cybersecurity Knowledge Graphs Under Data Scarcity. 2024 abs/2410.21060 CoRR https://doi.org/10.48550/arXiv.2410.21060 db/journals/corr/corr2410.html#abs-2410-21060 streams/journals/corr

Yujin Potter Shiyang Lai Junsol Kim James Evans Dawn Song Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters. 2024 abs/2410.24190 CoRR https://doi.org/10.48550/arXiv.2410.24190 db/journals/corr/corr2410.html#abs-2410-24190 streams/journals/corr

Chengquan Guo Xun Liu Chulin Xie Andy Zhou Yi Zeng 0005 Zinan Lin 0001 Dawn Song Bo Li 0026 RedCode: Risky Code Execution and Generation Benchmark for Code Agents. 2024 abs/2411.07781 CoRR https://doi.org/10.48550/arXiv.2411.07781 db/journals/corr/corr2411.html#abs-2411-07781 streams/journals/corr

Jianhong Tu Zhuohao Ni Nicholas Crispino Zihao Yu Michael Bendersky Beliz Gunel Ruoxi Jia 0001 Xin Liu Lingjuan Lyu Dawn Song Chenguang Wang 0001 MLAN: Language-Based Instruction Tuning Improves Zero-Shot Generalization of Multimodal Large Language Models. 2024 abs/2411.10557 CoRR https://doi.org/10.48550/arXiv.2411.10557 db/journals/corr/corr2411.html#abs-2411-10557 streams/journals/corr

Xuandong Zhao Sam Gunn Miranda Christ Jaiden Fairoze Andrés Fábrega Nicholas Carlini Sanjam Garg Sanghyun Hong 0001 Milad Nasr Florian Tramèr Somesh Jha Lei Li 0005 Yu-Xiang Wang 0003 Dawn Song SoK: Watermarking for AI-Generated Content. 2024 abs/2411.18479 CoRR https://doi.org/10.48550/arXiv.2411.18479 db/journals/corr/corr2411.html#abs-2411-18479 streams/journals/corr

Yoshua Bengio Sören Mindermann Daniel Privitera Tamay Besiroglu Rishi Bommasani Stephen Casper Yejin Choi 0001 Danielle Goldfarb Hoda Heidari Leila Khalatbari Shayne Longpre Vasilios Mavroudis Mantas Mazeika Kwan Yee Ng Chinasa T. Okolo Inioluwa Deborah Raji Theodora Skeadas Florian Tramèr Bayo Adekanmbi Paul F. Christiano David Dalrymple Thomas G. Dietterich Edward W. Felten Pascale Fung Pierre-Olivier Gourinchas Nick R. Jennings Andreas Krause 0001 Percy Liang Teresa Ludermir Vidushi Marda Helen Z. Margetts John A. McDermid Arvind Narayanan Alondra Nelson Alice Oh Gopal Ramchurn Stuart Russell 0001 Marietje Schaake Dawn Song Alvaro Soto Lee Tiedrich Gaël Varoquaux Andrew Yao Ya-Qin Zhang International Scientific Report on the Safety of Advanced AI (Interim Report). 2024 abs/2412.05282 CoRR https://doi.org/10.48550/arXiv.2412.05282 https://www.wikidata.org/entity/Q136515649 db/journals/corr/corr2412.html#abs-2412-05282 streams/journals/corr

Yuzhou Nie Zhun Wang Ye Yu Xian Wu 0007 Xuandong Zhao Wenbo Guo 0002 Dawn Song PrivAgent: Agentic-based Red-teaming for LLM Privacy Leakage. 2024 abs/2412.05734 CoRR https://doi.org/10.48550/arXiv.2412.05734 db/journals/corr/corr2412.html#abs-2412-05734 streams/journals/corr

Bochuan Cao Jinyuan Jia 0001 Chuxuan Hu Wenbo Guo 0002 Zhen Xiang Jinghui Chen Bo Li 0026 Dawn Song Data Free Backdoor Attacks. 2024 abs/2412.06219 CoRR https://doi.org/10.48550/arXiv.2412.06219 db/journals/corr/corr2412.html#abs-2412-06219 streams/journals/corr

Myeongseob Ko Henry Li Zhun Wang Jonathan Patsenker Jiachen T. Wang Qinbin Li Ming Jin 0002 Dawn Song Ruoxi Jia 0001 Boosting Alignment for Post-Unlearning Text-to-Image Generative Models. 2024 abs/2412.07808 CoRR https://doi.org/10.48550/arXiv.2412.07808 db/journals/corr/corr2412.html#abs-2412-07808 streams/journals/corr

Jiachen T. Wang Dawn Song James Zou 0001 Prateek Mittal Ruoxi Jia 0001 Capturing the Temporal Dependence of Training Data Influence. 2024 abs/2412.09538 CoRR https://doi.org/10.48550/arXiv.2412.09538 db/journals/corr/corr2412.html#abs-2412-09538 streams/journals/corr

Kaiyu Yang Gabriel Poesia Jingxuan He Wenda Li 0001 Kristin E. Lauter Swarat Chaudhuri Dawn Song Formal Mathematical Reasoning: A New Frontier in AI. 2024 abs/2412.16075 CoRR https://doi.org/10.48550/arXiv.2412.16075 db/journals/corr/corr2412.html#abs-2412-16075 streams/journals/corr

Sam Gunn Xuandong Zhao Dawn Song An undetectable watermark for generative image models. 1597 2024 2024 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2024/1597 db/journals/iacr/iacr2024.html#GunnZS24 streams/journals/iacr

Xiaoyuan Liu Ni Trieu Trinabh Gupta Ishtiyaque Ahmad Dawn Song HADES: Range-Filtered Private Aggregation on Public Data. 1699 2024 2024 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2024/1699 db/journals/iacr/iacr2024.html#LiuTGAS24 streams/journals/iacr

Clark W. Barrett Brad Boyd Elie Bursztein Nicholas Carlini Brad Chen Jihye Choi Amrita Roy Chowdhury 0001 Mihai Christodorescu Anupam Datta Soheil Feizi Kathleen Fisher Tatsunori Hashimoto Dan Hendrycks Somesh Jha Daniel Kang 0001 Florian Kerschbaum Eric Mitchell John C. Mitchell Zulfikar Ramzan Khawaja Shams Dawn Song Ankur Taly Diyi Yang Identifying and Mitigating the Security Risks of Generative AI. 1-52 2023 6 Found. Trends Priv. Secur. 1 https://doi.org/10.1561/3300000041 db/journals/ftsec/ftsec6.html#BarrettBBCCCCCDFFHHJKKMMRSSTY23

Micah Goldblum Dimitris Tsipras Chulin Xie Xinyun Chen Avi Schwarzschild Dawn Song Aleksander Madry Bo Li 0026 Tom Goldstein Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. 1563-1580 2023 45 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/TPAMI.2022.3162397 https://www.wikidata.org/entity/Q113435581 db/journals/pami/pami45.html#GoldblumTXCSSML23

Gonzalo Munilla Garrido Xiaoyuan Liu Florian Matthes Dawn Song Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry. 151-170 2023 April 2023 Proc. Priv. Enhancing Technol. 2 https://doi.org/10.56553/popets-2023-0045 https://www.wikidata.org/entity/Q125844939 db/journals/popets/popets2023.html#GarridoLMS23

Vivek Nair Gonzalo Munilla Garrido Dawn Song James F. O'Brien Exploring the Privacy Risks of Adversarial VR Game Design. 238-256 2023 October 2023 Proc. Priv. Enhancing Technol. 4 https://doi.org/10.56553/popets-2023-0108 db/journals/popets/popets2023.html#NairGSO23

Banghua Zhu Lun Wang 0001 Qi Pang Shuai Wang 0011 Jiantao Jiao Dawn Song Michael I. Jordan Byzantine-Robust Federated Learning with Optimal Statistical Rates. 3151-3178 2023 AISTATS https://proceedings.mlr.press/v206/zhu23b.html conf/aistats/2023 db/conf/aistats/aistats2023.html#ZhuWPWJSJ23 Weixin Chen Dawn Song Bo Li 0026 TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. 4035-4044 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00393 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#ChenS023 Vivek Nair Dawn Song Multi-Factor Credential Hashing for Asymmetric Brute-Force Attack Resistance. 56-72 2023 EuroS&P https://doi.org/10.1109/EuroSP57164.2023.00013 conf/eurosp/2023 db/conf/eurosp/eurosp2023.html#NairS23 Jens Ernstberger Jan Lauinger Fatima Elsheimy Liyi Zhou Sebastian Steinhorst Ran Canetti Andrew Miller 0001 Arthur Gervais Dawn Song SoK: Data Sovereignty. 122-143 2023 EuroS&P https://doi.org/10.1109/EuroSP57164.2023.00017 conf/eurosp/2023 db/conf/eurosp/eurosp2023.html#ErnstbergerLEZSCMGS23 Vivek Nair Dawn Song Decentralizing Custodial Wallets with MFKDF. 1-9 2023 ICBC https://doi.org/10.1109/ICBC56567.2023.10174998 conf/icbc2/2023 db/conf/icbc2/icbc2023.html#NairS23 Chaowei Xiao Zhongzhu Chen Kun Jin Jiongxiao Wang Weili Nie Mingyan Liu Anima Anandkumar Bo Li 0026 Dawn Song DensePure: Understanding Diffusion Models for Adversarial Robustness. 2023 ICLR https://openreview.net/forum?id=p7hvOJ6Gq0i conf/iclr/2023 db/conf/iclr/iclr2023.html#XiaoCJWNLA0S23 Qinbin Li Bingsheng He Dawn Song Adversarial Collaborative Learning on Non-IID Features. 19504-19526 2023 ICML https://proceedings.mlr.press/v202/li23j.html conf/icml/2023 db/conf/icml/icml2023.html#LiHS23 Qi Pang Lun Wang 0001 Shuai Wang 0011 Wenting Zheng Dawn Song Secure Federated Correlation Test and Entropy Estimation. 26990-27010 2023 ICML https://proceedings.mlr.press/v202/pang23a.html conf/icml/2023 db/conf/icml/icml2023.html#PangWWZS23 Xuan Chen 0003 Wenbo Guo 0002 Guanhong Tao 0001 Xiangyu Zhang 0001 Dawn Song BIRD: Generalizable Backdoor Detection and Removal for Deep Reinforcement Learning. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/802e90325f4c8546e13e5763b2ecab88-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#Chen000S23 Mintong Kang Dawn Song Bo Li 0026 DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/ea0b28cbbd0cbc45ec4ac38e92da9cb2-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#KangSL23 Boxin Wang Weixin Chen Hengzhi Pei Chulin Xie Mintong Kang Chenhui Zhang Chejian Xu Zidi Xiong Ritik Dutta Rylan Schaeffer Sang T. Truong Simran Arora Mantas Mazeika Dan Hendrycks Zinan Lin 0001 Yu Cheng 0001 Sanmi Koyejo Dawn Song Bo Li 0026 DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/63cb9921eecf51bfad27a99b2c53dd6d-Abstract-Datasets_and_Benchmarks.html conf/nips/2023 db/conf/nips/neurips2023.html#WangCPXKZXXDSTA23 Liyi Zhou Xihan Xiong Jens Ernstberger Stefanos Chaliasos Zhipeng Wang 0009 Ye Wang 0017 Kaihua Qin Roger Wattenhofer Dawn Song Arthur Gervais SoK: Decentralized Finance (DeFi) Attacks. 2444-2461 2023 SP https://doi.org/10.1109/SP46215.2023.10179435 conf/sp/2023 db/conf/sp/sp2023.html#ZhouXECWWQWSG23 Vivek C. Nair Gonzalo Munilla Garrido Dawn Song Going Incognito in the Metaverse: Achieving Theoretically Optimal Privacy-Usability Tradeoffs in VR. 61:1-61:16 2023 UIST https://doi.org/10.1145/3586183.3606754 conf/uist/2023 db/conf/uist/uist2023.html#NairGS23 Vivek Nair Wenbo Guo 0002 Justus Mattern Rui Wang 0110 James F. O'Brien Louis B. Rosenberg Dawn Song Unique Identification of 50, 000+ Virtual Reality Users from Head & Hand Motion Data. 2023 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity23/presentation/nair-identification conf/uss/2023 db/conf/uss/uss2023.html#Nair0MWORS23 895-910 Vivek Nair Dawn Song Multi-Factor Key Derivation Function (MFKDF) for Fast, Flexible, Secure, & Practical Key Management. 2023 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity23/presentation/nair-mfkdf conf/uss/2023 db/conf/uss/uss2023.html#NairS23 2097-2114 Wenbo Guo 0002 Xian Wu 0007 Lun Wang 0001 Xinyu Xing 0001 Dawn Song PATROL: Provable Defense against Adversarial Policy in Two-player Games. 2023 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity23/presentation/guo-wenbo conf/uss/2023 db/conf/uss/uss2023.html#0002WWXS23 3943-3960 Kaihua Qin Stefanos Chaliasos Liyi Zhou Benjamin Livshits Dawn Song Arthur Gervais The Blockchain Imitation Game. 2023 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity23/presentation/qin conf/uss/2023 db/conf/uss/uss2023.html#QinCZLSG23 3961-3978 Deevashwer Rathee Anwesh Bhattacharya Divya Gupta 0001 Rahul Sharma 0001 Dawn Song Secure Floating-Point Training. 2023 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity23/presentation/rathee conf/uss/2023 db/conf/uss/uss2023.html#RatheeB00S23 6329-6346 Dawn Song Michael Carbin Tianqi Chen 0001 Proceedings of the Sixth Conference on Machine Learning and Systems, MLSys 2023, Miami, FL, USA, June 4-8, 2023 MLSys mlsys.org 2023 https://proceedings.mlsys.org/book/2023 db/conf/mlsys/mlsys2023.html

Gonzalo Munilla Garrido Vivek Nair Dawn Song SoK: Data Privacy in Virtual Reality. 2023 abs/2301.05940 CoRR https://doi.org/10.48550/arXiv.2301.05940 db/journals/corr/corr2301.html#abs-2301-05940

Vivek Nair Wenbo Guo 0002 Justus Mattern Rui Wang 0110 James F. O'Brien Louis B. Rosenberg Dawn Song Unique Identification of 50, 000+ Virtual Reality Users from Head & Hand Motion Data. 2023 abs/2302.08927 CoRR https://doi.org/10.48550/arXiv.2302.08927 db/journals/corr/corr2302.html#abs-2302-08927

Weixin Chen Dawn Song Bo Li 0026 TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets. 2023 abs/2303.05762 CoRR https://doi.org/10.48550/arXiv.2303.05762 db/journals/corr/corr2303.html#abs-2303-05762

Kaihua Qin Stefanos Chaliasos Liyi Zhou Benjamin Livshits Dawn Song Arthur Gervais The Blockchain Imitation Game. 2023 abs/2303.17877 CoRR https://doi.org/10.48550/arXiv.2303.17877 db/journals/corr/corr2303.html#abs-2303-17877

Tanusree Sharma Yujin Kwon Kornrapat Pongmala Henry Wang Andrew Miller 0001 Dawn Song Yang Wang 0005 Unpacking How Decentralized Autonomous Organizations (DAOs) Work in Practice. 2023 abs/2304.09822 CoRR https://doi.org/10.48550/arXiv.2304.09822 db/journals/corr/corr2304.html#abs-2304-09822

Yu Gai Liyi Zhou Kaihua Qin Dawn Song Arthur Gervais Blockchain Large Language Models. 2023 abs/2304.12749 CoRR https://doi.org/10.48550/arXiv.2304.12749 db/journals/corr/corr2304.html#abs-2304-12749

Kaihua Qin Zhe Ye 0002 Zhun Wang Weilin Li Liyi Zhou Chao Zhang 0008 Dawn Song Arthur Gervais Towards Automated Security Analysis of Smart Contracts based on Execution Property Graph. 2023 abs/2305.14046 CoRR https://doi.org/10.48550/arXiv.2305.14046 db/journals/corr/corr2305.html#abs-2305-14046

Arnav Gudibande Eric Wallace Charlie Snell Xinyang Geng Hao Liu 0055 Pieter Abbeel Sergey Levine Dawn Song The False Promise of Imitating Proprietary LLMs. 2023 abs/2305.15717 CoRR https://doi.org/10.48550/arXiv.2305.15717 db/journals/corr/corr2305.html#abs-2305-15717

Vivek Nair Christian Rack Wenbo Guo 0002 Rui Wang 0110 Shuixian Li Brandon Huang Atticus Cull James F. O'Brien Louis B. Rosenberg Dawn Song Inferring Private Personal Attributes of Virtual Reality Users from Head and Hand Motion Data. 2023 abs/2305.19198 CoRR https://doi.org/10.48550/arXiv.2305.19198 db/journals/corr/corr2305.html#abs-2305-19198

Jian Liu 0012 Peilun Li Raymond Cheng 0001 N. Asokan Dawn Song Parallel and Asynchronous Smart Contract Execution. 2023 abs/2306.05007 CoRR https://doi.org/10.48550/arXiv.2306.05007 db/journals/corr/corr2306.html#abs-2306-05007

Vivek Nair Louis B. Rosenberg James F. O'Brien Dawn Song Truth in Motion: The Unprecedented Risks and Opportunities of Extended Reality Motion Data. 2023 abs/2306.06459 CoRR https://doi.org/10.48550/arXiv.2306.06459 db/journals/corr/corr2306.html#abs-2306-06459

Vivek Nair Dawn Song Decentralizing Custodial Wallets with MFKDF. 2023 abs/2306.08168 CoRR https://doi.org/10.48550/arXiv.2306.08168 db/journals/corr/corr2306.html#abs-2306-08168

Vivek Nair Dawn Song Multi-Factor Credential Hashing for Asymmetric Brute-Force Attack Resistance. 2023 abs/2306.08169 CoRR https://doi.org/10.48550/arXiv.2306.08169 db/journals/corr/corr2306.html#abs-2306-08169

Boxin Wang Weixin Chen Hengzhi Pei Chulin Xie Mintong Kang Chenhui Zhang Chejian Xu Zidi Xiong Ritik Dutta Rylan Schaeffer Sang T. Truong Simran Arora Mantas Mazeika Dan Hendrycks Zinan Lin 0001 Yu Cheng 0001 Sanmi Koyejo Dawn Song Bo Li 0026 DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models. 2023 abs/2306.11698 CoRR https://doi.org/10.48550/arXiv.2306.11698 db/journals/corr/corr2306.html#abs-2306-11698

Isaac David Liyi Zhou Kaihua Qin Dawn Song Lorenzo Cavallaro Arthur Gervais Do you still need a manual smart contract audit? 2023 abs/2306.12338 CoRR https://doi.org/10.48550/arXiv.2306.12338 db/journals/corr/corr2306.html#abs-2306-12338

Vivek Nair Dawn Song MFDPG: Multi-Factor Authenticated Password Management With Zero Stored Secrets. 2023 abs/2306.14746 CoRR https://doi.org/10.48550/arXiv.2306.14746 db/journals/corr/corr2306.html#abs-2306-14746

Yuzheng Hu Fan Wu 0011 Qinbin Li Yunhui Long Gonzalo Munilla Garrido Chang Ge 0002 Bolin Ding David A. Forsyth Bo Li 0026 Dawn Song SoK: Privacy-Preserving Data Synthesis. 2023 abs/2307.02106 CoRR https://doi.org/10.48550/arXiv.2307.02106 db/journals/corr/corr2307.html#abs-2307-02106

Pengcheng Fang Peng Gao 0008 Yun Peng Qingzhao Zhang 0001 Tao Xie 0001 Dawn Song Prateek Mittal Sanjeev R. Kulkarni Zhuotao Liu Xusheng Xiao CONTRACTFIX: A Framework for Automatically Fixing Vulnerabilities in Smart Contracts. 2023 abs/2307.08912 CoRR https://doi.org/10.48550/arXiv.2307.08912 db/journals/corr/corr2307.html#abs-2307-08912

Yujin Kwon Kornrapat Pongmala Kaihua Qin Ariah Klages-Mundt Philipp Jovanovic Christine A. Parlour Arthur Gervais Dawn Song What Drives the (In)stability of a Stablecoin? 2023 abs/2307.11754 CoRR https://doi.org/10.48550/arXiv.2307.11754 db/journals/corr/corr2307.html#abs-2307-11754

Clark W. Barrett Brad Boyd Ellie Burzstein Nicholas Carlini Brad Chen Jihye Choi Amrita Roy Chowdhury 0001 Mihai Christodorescu Anupam Datta Soheil Feizi Kathleen Fisher Tatsunori Hashimoto Dan Hendrycks Somesh Jha Daniel Kang 0001 Florian Kerschbaum Eric Mitchell John C. Mitchell Zulfikar Ramzan Khawaja Shams Dawn Song Ankur Taly Diyi Yang Identifying and Mitigating the Security Risks of Generative AI. 2023 abs/2308.14840 CoRR https://doi.org/10.48550/arXiv.2308.14840 db/journals/corr/corr2308.html#abs-2308-14840

Vivek Nair Wenbo Guo 0002 Rui Wang 0110 James F. O'Brien Louis B. Rosenberg Dawn Song Berkeley Open Extended Reality Recordings 2023 (BOXRR-23): 4.7 Million Motion Capture Recordings from 105, 852 Extended Reality Device Users. 2023 abs/2310.00430 CoRR https://doi.org/10.48550/arXiv.2310.00430 db/journals/corr/corr2310.html#abs-2310-00430

Andy Zou Long Phan Sarah Li Chen James Campbell Phillip Guo Richard Ren Alexander Pan Xuwang Yin Mantas Mazeika Ann-Kathrin Dombrowski Shashwat Goel Nathaniel Li Michael J. Byun Zifan Wang 0001 Alex Mallen Steven Basart Sanmi Koyejo Dawn Song Matt Fredrikson J. Zico Kolter Dan Hendrycks Representation Engineering: A Top-Down Approach to AI Transparency. 2023 abs/2310.01405 CoRR https://doi.org/10.48550/arXiv.2310.01405 db/journals/corr/corr2310.html#abs-2310-01405

Nicholas Crispino Kyle Montgomery Fankun Zeng Dawn Song Chenguang Wang 0001 Agent Instructs Large Language Models to be General Zero-Shot Reasoners. 2023 abs/2310.03710 CoRR https://doi.org/10.48550/arXiv.2310.03710 db/journals/corr/corr2310.html#abs-2310-03710

Qinbin Li Chulin Xie Xiaojun Xu Xiaoyuan Liu Ce Zhang 0001 Bo Li 0026 Bingsheng He Dawn Song Effective and Efficient Federated Tree Learning on Hybrid Data. 2023 abs/2310.11865 CoRR https://doi.org/10.48550/arXiv.2310.11865 db/journals/corr/corr2310.html#abs-2310-11865

Yoshua Bengio Geoffrey E. Hinton Andrew Yao Dawn Song Pieter Abbeel Yuval Noah Harari Ya-Qin Zhang Lan Xue Shai Shalev-Shwartz Gillian K. Hadfield Jeff Clune Tegan Maharaj Frank Hutter Atilim Günes Baydin Sheila A. McIlraith Qiqi Gao Ashwin Acharya David Krueger 0001 Anca D. Dragan Philip H. S. Torr Stuart Russell 0001 Daniel Kahneman Jan Brauner Sören Mindermann Managing AI Risks in an Era of Rapid Progress. 2023 abs/2310.17688 CoRR https://doi.org/10.48550/arXiv.2310.17688 db/journals/corr/corr2310.html#abs-2310-17688

Vivek Nair Wenbo Guo 0002 James F. O'Brien Louis B. Rosenberg Dawn Song Deep Motion Masking for Secure, Usable, and Scalable Real-Time Anonymization of Virtual Reality Motion Data. 2023 abs/2311.05090 CoRR https://doi.org/10.48550/arXiv.2311.05090 db/journals/corr/corr2311.html#abs-2311-05090

Hengzhi Pei Jinyuan Jia 0001 Wenbo Guo 0002 Bo Li 0026 Dawn Song TextGuard: Provable Defense against Backdoor Attacks on Text Classification. 2023 abs/2311.11225 CoRR https://doi.org/10.48550/arXiv.2311.11225 db/journals/corr/corr2311.html#abs-2311-11225

Mintong Kang Dawn Song Bo Li 0026 DiffAttack: Evasion Attacks Against Diffusion-Based Adversarial Purification. 2023 abs/2311.16124 CoRR https://doi.org/10.48550/arXiv.2311.16124 db/journals/corr/corr2311.html#abs-2311-16124

Yujin Kwon Ella Corren Gonzalo Munilla Garrido Chris Jay Hoofnagle Dawn Song SoK: The Gap Between Data Rights Ideals and Reality. 2023 abs/2312.01511 CoRR https://doi.org/10.48550/arXiv.2312.01511 db/journals/corr/corr2312.html#abs-2312-01511

Deevashwer Rathee Anwesh Bhattacharya Divya Gupta 0001 Rahul Sharma 0001 Dawn Song Secure Floating-Point Training. 467 2023 2023 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2023/467 db/journals/iacr/iacr2023.html#RatheeBGSS23

Yu Gai Liyi Zhou Kaihua Qin Dawn Song Arthur Gervais Blockchain Large Language Models. 592 2023 2023 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2023/592 db/journals/iacr/iacr2023.html#GaiZQSG23

Jens Ernstberger Jan Lauinger Fatima Elsheimy Liyi Zhou Sebastian Steinhorst Ran Canetti Andrew Miller 0001 Arthur Gervais Dawn Song SoK: Data Sovereignty. 967 2023 2023 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2023/967 db/journals/iacr/iacr2023.html#ErnstbergerLEZSCMGS23

Tianyi Liu Tiancheng Xie Jiaheng Zhang Dawn Song Yupeng Zhang 0001 Pianist: Scalable zkRollups via Fully Distributed Zero-Knowledge Proofs. 1271 2023 2023 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2023/1271 db/journals/iacr/iacr2023.html#LiuXZSZ23

Yunqi Li 0002 Kyle Soska Zhen Huang Sylvain Bellemare Mikerah Quintyne-Collins Lun Wang 0001 Xiaoyuan Liu Dawn Song Andrew Miller 0001 Ratel: MPC-extensions for Smart Contracts. 1909 2023 2023 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2023/1909 db/journals/iacr/iacr2023.html#LiSHBQWLSM23

Luiz André Barroso Tanzeem Choudhury Manish Gupta 0002 Oyekunle A. Olukotun Raluca Ada Popa Dawn Xiaodong Song David A. Patterson 0001 Global perspectives of diversity, equity, and inclusion. 30-31 2022 65 Commun. ACM 12 https://doi.org/10.1145/3548454 db/journals/cacm/cacm65.html#BarrosoCGOPSP22

Jian Liu 0012 Peilun Li Raymond Cheng 0001 N. Asokan Dawn Song Parallel and Asynchronous Smart Contract Execution. 1097-1108 2022 33 IEEE Trans. Parallel Distributed Syst. 5 https://doi.org/10.1109/TPDS.2021.3095234 db/journals/tpds/tpds33.html#LiuLCAS22

Chenguang Wang 0001 Xiao Liu 0036 Zui Chen Haoyun Hong Jie Tang 0001 Dawn Song DeepStruct: Pretraining of Language Models for Structure Prediction. 803-823 2022 ACL (Findings) https://doi.org/10.18653/v1/2022.findings-acl.67 https://aclanthology.org/2022.findings-acl.67 conf/acl/2022f db/conf/acl/acl2022f.html#WangLCH0S22 Xinlei Pan Chaowei Xiao Warren He Shuang Yang Jian Peng 0001 Mingjie Sun Mingyan Liu Bo Li 0026 Dawn Song Characterizing Attacks on Deep Reinforcement Learning. 1010-1018 2022 AAMAS https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1010.pdf https://dl.acm.org/doi/10.5555/3535850.3535963 conf/atal/2022 db/conf/atal/aamas2022.html#PanXHYPSLLS22 Dayeol Lee Kevin Cheang Alexander Thomas Catherine Lu Pranav Gaddamadugu Anjo Vahldiek-Oberwagner Mona Vij Dawn Song Sanjit A. Seshia Krste Asanovic Cerberus: A Formal Approach to Secure and Efficient Enclave Memory Sharing. 1871-1885 2022 CCS https://doi.org/10.1145/3548606.3560595 conf/ccs/2022 db/conf/ccs/ccs2022.html#LeeCTLGVVSSA22 Tiancheng Xie Jiaheng Zhang Zerui Cheng Fan Zhang 0022 Yupeng Zhang 0001 Yongzheng Jia Dan Boneh Dawn Song zkBridge: Trustless Cross-chain Bridges Made Practical. 3003-3017 2022 CCS https://doi.org/10.1145/3548606.3560652 https://www.wikidata.org/entity/Q131109770 conf/ccs/2022 db/conf/ccs/ccs2022.html#XieZCZ0JBS22 Jorge M. Soares Dawn Song Marko Vukolic ConsensusDay '22: ACM Workshop on Developments in Consensus. 3543-3544 2022 CCS https://doi.org/10.1145/3548606.3563286 https://www.wikidata.org/entity/Q130857738 conf/ccs/2022 db/conf/ccs/ccs2022.html#SoaresSV22 Jianhao Shen Chenguang Wang 0001 Linyuan Gong Dawn Song Joint Language Semantic and Structure Embedding for Knowledge Graph Completion. 1965-1978 2022 COLING https://aclanthology.org/2022.coling-1.171 conf/coling/2022 db/conf/coling/coling2022.html#Shen0GS22 Tiancheng Xie Yupeng Zhang 0001 Dawn Song Orion: Zero Knowledge Proof with Linear Prover Time. 299-328 2022 CRYPTO (4) https://doi.org/10.1007/978-3-031-15985-5_11 conf/crypto/2022-4 db/conf/crypto/crypto2022-4.html#XieZS22 Dan Hendrycks Andy Zou Mantas Mazeika Leonard Tang Bo Li 0026 Dawn Song Jacob Steinhardt PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures. 16762-16771 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01628 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#HendrycksZMTLSS22 Da Shen Xinyun Chen Chenguang Wang 0001 Koushik Sen Dawn Song Benchmarking Language Models for Code Syntax Understanding. 3071-3093 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.224 https://aclanthology.org/2022.findings-emnlp.224 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#ShenCWSS22 Jianhao Shen Chenguang Wang 0001 Ye Yuan 0016 Jiawei Han 0001 Heng Ji 0001 Koushik Sen Ming Zhang 0004 Dawn Song PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. 3833-3847 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.281 https://aclanthology.org/2022.findings-emnlp.281 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#ShenWYHJS0S22 Chenguang Wang 0001 Xiao Liu 0036 Dawn Song IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. 8417-8437 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.576 https://aclanthology.org/2022.emnlp-main.576 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#0001LS22 Lun Wang 0001 Iosif Pinelis Dawn Song Differentially Private Fractional Frequency Moments Estimation with Polylogarithmic Space. 2022 ICLR https://openreview.net/forum?id=7I8LPkcx8V conf/iclr/2022 db/conf/iclr/iclr2022.html#WangPS22 Dan Hendrycks Steven Basart Mantas Mazeika Andy Zou Joseph Kwon Mohammadreza Mostajabi Jacob Steinhardt Dawn Song Scaling Out-of-Distribution Detection for Real-World Settings. 8759-8773 2022 ICML https://proceedings.mlr.press/v162/hendrycks22a.html conf/icml/2022 db/conf/icml/icml2022.html#HendrycksBMZKMS22 Mantas Mazeika Eric Tang Andy Zou Steven Basart Jun Shern Chan Dawn Song David A. Forsyth Jacob Steinhardt Dan Hendrycks How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/75ff01252ab45ce278cb060effce4ca1-Abstract-Datasets_and_Benchmarks.html db/conf/nips/neurips2022.html#MazeikaTZBCSFSH22 Andy Zou Tristan Xiao Ryan Jia Joe Kwon Mantas Mazeika Richard Li Dawn Song Jacob Steinhardt Owain Evans Dan Hendrycks Forecasting Future World Events With Neural Networks. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/aec870a6772336c15dac992c16f2e7c9-Abstract-Datasets_and_Benchmarks.html db/conf/nips/neurips2022.html#ZouXJKMLSSEH22 Jialuo Chen Jingyi Wang 0004 Tinglan Peng Youcheng Sun Peng Cheng 0001 Shouling Ji Xingjun Ma Bo Li 0026 Dawn Song Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. 824-841 2022 SP https://doi.org/10.1109/SP46214.2022.9833747 conf/sp/2022 db/conf/sp/sp2022.html#ChenWPS0JM0S22 Pratyush Maini Xinyun Chen Bo Li 0026 Dawn Song Perturbation type categorization for multiple adversarial perturbation robustness. 1317-1327 2022 UAI https://proceedings.mlr.press/v180/maini22a.html conf/uai/2022 db/conf/uai/uai2022.html#MainiCLS22 Lun Wang 0001 Usmann Khan Joseph P. Near Qi Pang Jithendaraa Subramanian Neel Somani Peng Gao 0008 Andrew Low Dawn Song PrivGuard: Privacy Regulation Compliance Made Easier. 3753-3770 2022 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity22/presentation/wang-lun conf/uss/2022 db/conf/uss/uss2022.html#WangKNPSS0LS22 Jorge M. Soares Dawn Song Marko Vukolic Proceedings of the 2022 ACM Workshop on Developments in Consensus, ConsensusDay 2022, Los Angeles, CA, USA, 7 November 2022 ACM ConsensusDay@CCS 2022 978-1-4503-9879-4 https://doi.org/10.1145/3560829 db/conf/consensusday/consensusday2022.html

Bennet Yee Dawn Song Patrick McCorry Chris Buckland Shades of Finality and Layer 2 Scaling. 2022 abs/2201.07920 CoRR https://arxiv.org/abs/2201.07920 db/journals/corr/corr2201.html#abs-2201-07920

Sarah E. Chasins Alvin Cheung Natacha Crooks Ali Ghodsi 0002 Ken Goldberg Joseph E. Gonzalez Joseph M. Hellerstein Michael I. Jordan Anthony D. Joseph Michael W. Mahoney Aditya G. Parameswaran David A. Patterson 0001 Raluca Ada Popa Koushik Sen Scott Shenker Dawn Song Ion Stoica The Sky Above The Clouds. 2022 abs/2205.07147 CoRR https://doi.org/10.48550/arXiv.2205.07147 db/journals/corr/corr2205.html#abs-2205-07147

Chenguang Wang 0001 Xiao Liu 0036 Zui Chen Haoyun Hong Jie Tang 0001 Dawn Song DeepStruct: Pretraining of Language Models for Structure Prediction. 2022 abs/2205.10475 CoRR https://doi.org/10.48550/arXiv.2205.10475 db/journals/corr/corr2205.html#abs-2205-10475

Banghua Zhu Lun Wang 0001 Qi Pang Shuai Wang 0011 Jiantao Jiao Dawn Song Michael I. Jordan Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees. 2022 abs/2205.11765 CoRR https://doi.org/10.48550/arXiv.2205.11765 db/journals/corr/corr2205.html#abs-2205-11765

Andy Zou Tristan Xiao Ryan Jia Joe Kwon Mantas Mazeika Richard Li Dawn Song Jacob Steinhardt Owain Evans Dan Hendrycks Forecasting Future World Events with Neural Networks. 2022 abs/2206.15474 CoRR https://doi.org/10.48550/arXiv.2206.15474 db/journals/corr/corr2206.html#abs-2206-15474

Yuzheng Hu Tianle Cai Jinyong Shan Shange Tang Chaochao Cai Ethan Song Bo Li 0026 Dawn Song Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond. 2022 abs/2207.09087 CoRR https://doi.org/10.48550/arXiv.2207.09087 db/journals/corr/corr2207.html#abs-2207-09087

Xiaoyuan Liu Tianneng Shi Chulin Xie Qinbin Li Kangping Hu Haoyu Kim Xiaojun Xu Bo Li 0026 Dawn Song UniFed: A Benchmark for Federated Learning Frameworks. 2022 abs/2207.10308 CoRR https://doi.org/10.48550/arXiv.2207.10308 db/journals/corr/corr2207.html#abs-2207-10308

Vivek Nair Gonzalo Munilla Garrido Dawn Song Exploring the Unprecedented Privacy Risks of the Metaverse. 2022 abs/2207.13176 CoRR https://doi.org/10.48550/arXiv.2207.13176 db/journals/corr/corr2207.html#abs-2207-13176

Vivek Nair Dawn Song Multi-Factor Key Derivation Function (MFKDF). 2022 abs/2208.05586 CoRR https://doi.org/10.48550/arXiv.2208.05586 db/journals/corr/corr2208.html#abs-2208-05586

Vivek Nair Gonzalo Munilla Garrido Dawn Song Going Incognito in the Metaverse. 2022 abs/2208.05604 CoRR https://doi.org/10.48550/arXiv.2208.05604 db/journals/corr/corr2208.html#abs-2208-05604

Liyi Zhou Xihan Xiong Jens Ernstberger Stefanos Chaliasos Zhipeng Wang 0009 Ye Wang 0017 Kaihua Qin Roger Wattenhofer Dawn Song Arthur Gervais SoK: Decentralized Finance (DeFi) Incidents. 2022 abs/2208.13035 CoRR https://doi.org/10.48550/arXiv.2208.13035 db/journals/corr/corr2208.html#abs-2208-13035

Jianhao Shen Chenguang Wang 0001 Linyuan Gong Dawn Song Joint Language Semantic and Structure Embedding for Knowledge Graph Completion. 2022 abs/2209.08721 CoRR https://doi.org/10.48550/arXiv.2209.08721 db/journals/corr/corr2209.html#abs-2209-08721

Dayeol Lee Kevin Cheang Alexander Thomas Catherine Lu Pranav Gaddamadugu Anjo Vahldiek-Oberwagner Mona Vij Dawn Song Sanjit A. Seshia Krste Asanovic Cerberus: A Formal Approach to Secure and Efficient Enclave Memory Sharing. 2022 abs/2209.15253 CoRR https://doi.org/10.48550/arXiv.2209.15253 db/journals/corr/corr2209.html#abs-2209-15253

Tiancheng Xie Jiaheng Zhang Zerui Cheng Fan Zhang 0022 Yupeng Zhang 0001 Yongzheng Jia Dan Boneh Dawn Song zkBridge: Trustless Cross-chain Bridges Made Practical. 2022 abs/2210.00264 CoRR https://doi.org/10.48550/arXiv.2210.00264 db/journals/corr/corr2210.html#abs-2210-00264

Mantas Mazeika Eric Tang Andy Zou Steven Basart Jun Shern Chan Dawn Song David A. Forsyth Jacob Steinhardt Dan Hendrycks How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios. 2022 abs/2210.10039 CoRR https://doi.org/10.48550/arXiv.2210.10039 db/journals/corr/corr2210.html#abs-2210-10039

Jianhao Shen Chenguang Wang 0001 Ye Yuan 0016 Jiawei Han 0001 Heng Ji 0001 Koushik Sen Ming Zhang 0004 Dawn Song PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion. 2022 abs/2210.13715 CoRR https://doi.org/10.48550/arXiv.2210.13715 db/journals/corr/corr2210.html#abs-2210-13715

Chenguang Wang 0001 Xiao Liu 0036 Dawn Song IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models. 2022 abs/2210.14128 CoRR https://doi.org/10.48550/arXiv.2210.14128 db/journals/corr/corr2210.html#abs-2210-14128

Da Shen Xinyun Chen Chenguang Wang 0001 Koushik Sen Dawn Song Benchmarking Language Models for Code Syntax Understanding. 2022 abs/2210.14473 CoRR https://doi.org/10.48550/arXiv.2210.14473 db/journals/corr/corr2210.html#abs-2210-14473

Chaowei Xiao Zhongzhu Chen Kun Jin Jiongxiao Wang Weili Nie Mingyan Liu Anima Anandkumar Bo Li 0026 Dawn Song DensePure: Understanding Diffusion Models towards Adversarial Robustness. 2022 abs/2211.00322 CoRR https://doi.org/10.48550/arXiv.2211.00322 db/journals/corr/corr2211.html#abs-2211-00322

Gonzalo Munilla Garrido Xiaoyuan Liu Florian Matthes Dawn Song Lessons Learned: Surveying the Practicality of Differential Privacy in the Industry. 2022 abs/2211.03898 CoRR https://doi.org/10.48550/arXiv.2211.03898 db/journals/corr/corr2211.html#abs-2211-03898

Zhe Ye 0002 Ujval Misra Dawn Song Specular: Towards Trust-minimized Blockchain Execution Scalability with EVM-native Fraud Proofs. 2022 abs/2212.05219 CoRR https://doi.org/10.48550/arXiv.2212.05219 db/journals/corr/corr2212.html#abs-2212-05219

Peng Gao 0008 Xiaoyuan Liu Edward Choi 0002 Sibo Ma Xinyu Yang Zhengjie Ji Zilin Zhang Dawn Song ThreatKG: A Threat Knowledge Graph for Automated Open-Source Cyber Threat Intelligence Gathering and Management. 2022 abs/2212.10388 CoRR https://doi.org/10.48550/arXiv.2212.10388 db/journals/corr/corr2212.html#abs-2212-10388

Tiancheng Xie Yupeng Zhang 0001 Dawn Song Orion: Zero Knowledge Proof with Linear Prover Time. 1010 2022 2022 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2022/1010 db/journals/iacr/iacr2022.html#Xie0S22

Deevashwer Rathee Guru-Vamsi Policharla Tiancheng Xie Ryan Cottone Dawn Song ZEBRA: Anonymous Credentials with Practical On-chain Verification and Applications to KYC in DeFi. 1286 2022 2022 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2022/1286 db/journals/iacr/iacr2022.html#RatheePXCS22

Liyi Zhou Xihan Xiong Jens Ernstberger Stefanos Chaliasos Zhipeng Wang 0009 Ye Wang 0017 Kaihua Qin Roger Wattenhofer Dawn Song Arthur Gervais SoK: Decentralized Finance (DeFi) Attacks. 1773 2022 2022 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2022/1773 db/journals/iacr/iacr2022.html#ZhouXECWWQWSG22

Peter Kairouz H. Brendan McMahan Brendan Avent Aurélien Bellet Mehdi Bennis Arjun Nitin Bhagoji Kallista A. Bonawitz Zachary Charles Graham Cormode Rachel Cummings Rafael G. L. D'Oliveira Hubert Eichner Salim El Rouayheb David Evans 0001 Josh Gardner 0001 Zachary Garrett Adrià Gascón Badih Ghazi Phillip B. Gibbons Marco Gruteser Zaïd Harchaoui Chaoyang He 0001 Lie He Zhouyuan Huo Ben Hutchinson Justin Hsu Martin Jaggi Tara Javidi Gauri Joshi Mikhail Khodak Jakub Konecný Aleksandra Korolova Farinaz Koushanfar Sanmi Koyejo Tancrède Lepoint Yang Liu 0165 Prateek Mittal Mehryar Mohri Richard Nock Ayfer Özgür Rasmus Pagh Hang Qi Daniel Ramage Ramesh Raskar Mariana Raykova 0001 Dawn Song Weikang Song Sebastian U. Stich Ziteng Sun Ananda Theertha Suresh Florian Tramèr Praneeth Vepakomma Jianyu Wang Li Xiong 0001 Zheng Xu 0002 Qiang Yang 0001 Felix X. Yu Han Yu 0001 Sen Zhao Advances and Open Problems in Federated Learning. 1-210 2021 14 Found. Trends Mach. Learn. 1-2 https://doi.org/10.1561/2200000083 https://www.wikidata.org/entity/Q116754345 db/journals/ftml/ftml14.html#KairouzMABBBBCC21

Wenxiao Wang 0002 Tianhao Wang 0013 Lun Wang 0001 Nanqing Luo Pan Zhou 0001 Dawn Song Ruoxi Jia 0001 DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. 163-183 2021 2021 Proc. Priv. Enhancing Technol. 4 https://doi.org/10.2478/popets-2021-0065 db/journals/popets/popets2021.html#WangWWLZSJ21

Xinyun Chen Linyuan Gong Alvin Cheung Dawn Song PlotCoder: Hierarchical Decoding for Synthesizing Visualization Code in Programmatic Context. 2169-2181 2021 ACL/IJCNLP (1) https://doi.org/10.18653/v1/2021.acl-long.169 https://aclanthology.org/2021.acl-long.169 conf/acl/2021-1 db/conf/acl/acl2021-1.html#ChenGCS20 Xinyun Chen Wenxiao Wang 0002 Chris Bender Yiming Ding Ruoxi Jia 0001 Bo Li 0026 Dawn Song REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data. 321-335 2021 AsiaCCS https://doi.org/10.1145/3433210.3453079 conf/asiaccs/2021 db/conf/asiaccs/asiaccs2021.html#Chen0BDJLS21 Dawn Song Towards Building a Responsible Data Economy. 3 2021 CCS https://doi.org/10.1145/3460120.3482789 conf/ccs/2021 db/conf/ccs/ccs2021.html#Song21 Jiaheng Zhang Tianyi Liu Weijie Wang Yinuo Zhang Dawn Song Xiang Xie Yupeng Zhang 0001 Doubly Efficient Interactive Proofs for General Arithmetic Circuits with Linear Prover Time. 159-177 2021 CCS https://doi.org/10.1145/3460120.3484767 conf/ccs/2021 db/conf/ccs/ccs2021.html#ZhangLWZSXZ21 Ruoxi Jia 0001 Fan Wu 0011 Xuehui Sun Jiacen Xu 0001 David Dao Bhavya Kailkhura Ce Zhang 0001 Bo Li 0026 Dawn Song Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? 8239-8247 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Jia_Scalability_vs._Utility_Do_We_Have_To_Sacrifice_One_for_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00814 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#Jia0SXDK00S21 Qinbin Li Bingsheng He Dawn Song Model-Contrastive Federated Learning. 10713-10722 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Li_Model-Contrastive_Federated_Learning_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.01057 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#LiHS21 Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt Dawn Song Natural Adversarial Examples. 15262-15271 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Hendrycks_Natural_Adversarial_Examples_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.01501 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#HendrycksZBSS21 Chenguang Wang 0001 Xiao Liu 0036 Zui Chen Haoyun Hong Jie Tang 0001 Dawn Song Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. 1225-1238 2021 EMNLP (1) https://doi.org/10.18653/v1/2021.emnlp-main.94 https://aclanthology.org/2021.emnlp-main.94 conf/emnlp/2021-1 db/conf/emnlp/emnlp2021-1.html#WangLCH0S21 Yu Gai Paras Jain 0001 Wendi Zhang Joseph Gonzalez 0001 Dawn Song Ion Stoica Grounded Graph Decoding improves Compositional Generalization in Question Answering. 1829-1838 2021 EMNLP (Findings) https://doi.org/10.18653/v1/2021.findings-emnlp.157 https://aclanthology.org/2021.findings-emnlp.157 conf/emnlp/2021f db/conf/emnlp/emnlp2021f.html#Gai0Z0SS21 Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang Evan Dorundo Rahul Desai Tyler Zhu Samyak Parajuli Mike Guo Dawn Song Jacob Steinhardt Justin Gilmer The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization. 8320-8329 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00823 conf/iccv/2021 db/conf/iccv/iccv2021.html#HendrycksBMKWDD21 Peng Gao 0008 Fei Shao Xiaoyuan Liu Xusheng Xiao Zheng Qin Fengyuan Xu Prateek Mittal Sanjeev R. Kulkarni Dawn Song Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. 193-204 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00024 conf/icde/2021 db/conf/icde/icde2021.html#GaoSLXQXMKS21 Peng Gao 0008 Fei Shao Xiaoyuan Liu Xusheng Xiao Haoyuan Liu Zheng Qin Fengyuan Xu Prateek Mittal Sanjeev R. Kulkarni Dawn Song A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. 2705-2708 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00309 conf/icde/2021 db/conf/icde/icde2021.html#GaoSLXLQXMKS21 Dan Hendrycks Collin Burns Steven Basart Andrew Critch Jerry Li 0001 Dawn Song Jacob Steinhardt Aligning AI With Shared Human Values. 2021 ICLR https://openreview.net/forum?id=dNy_RKzJacY conf/iclr/2021 db/conf/iclr/iclr2021.html#HendrycksBBC0SS21 Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Dawn Song Jacob Steinhardt Measuring Massive Multitask Language Understanding. 2021 ICLR https://openreview.net/forum?id=d7KBjmI3GmQ conf/iclr/2021 db/conf/iclr/iclr2021.html#HendrycksBBZMSS21 Zhuohan Li 0001 Siyuan Zhuang Shiyuan Guo Danyang Zhuo Hao Zhang 0025 Dawn Song Ion Stoica TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. 6543-6552 2021 ICML http://proceedings.mlr.press/v139/li21y.html conf/icml/2021 db/conf/icml/icml2021.html#LiZGZZSS21 Qinbin Li Bingsheng He Dawn Song Practical One-Shot Federated Learning for Cross-Silo Setting. 1484-1490 2021 IJCAI https://doi.org/10.24963/ijcai.2021/205 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#LiHS21 Lun Wang 0001 Zaynah Javed Xian Wu 0007 Wenbo Guo 0002 Xinyu Xing 0001 Dawn Song BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning. 3699-3705 2021 IJCAI https://doi.org/10.24963/ijcai.2021/509 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#WangJW0XS21 Aishan Liu Xinyun Chen Yingwei Li 0002 Chaowei Xiao Xun Yang 0001 Xianglong Liu 0001 Dawn Song Dacheng Tao Alan L. Yuille Anima Anandkumar ADVM'21: 1st International Workshop on Adversarial Learning for Multimedia. 5686-5687 2021 ACM Multimedia https://doi.org/10.1145/3474085.3478572 conf/mm/2021 db/conf/mm/mm2021.html#LiuCLXYLSTYA21 Dan Hendrycks Collin Burns Saurav Kadavath Akul Arora Steven Basart Eric Tang Dawn Song Jacob Steinhardt Measuring Mathematical Problem Solving With the MATH Dataset. 2021 NeurIPS Datasets and Benchmarks https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/be83ab3ecd0db773eb2dc1b0a17836a1-Abstract-round2.html conf/nips/2021db db/conf/nips/neurips2021db.html#HendrycksBKABTS21 Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora Ethan Guo Collin Burns Samir Puranik Horace He Dawn Song Jacob Steinhardt Measuring Coding Challenge Competence With APPS. 2021 NeurIPS Datasets and Benchmarks https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/c24cd76e1ce41366a4bbe8a49b02a028-Abstract-round2.html conf/nips/2021db db/conf/nips/neurips2021db.html#HendrycksBKMAGB21 Dan Hendrycks Mantas Mazeika Andy Zou Sahil Patel Christine Zhu Jesus Navarro Dawn Song Bo Li 0026 Jacob Steinhardt What Would Jiminy Cricket Do? Towards Agents That Behave Morally. 2021 NeurIPS Datasets and Benchmarks https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/39059724f73a9969845dfe4146c5660e-Abstract-round2.html conf/nips/2021db db/conf/nips/neurips2021db.html#HendrycksMZPZNS21 Mantas Mazeika Dan Hendrycks Huichen Li Xiaojun Xu Sidney Q. Hough Andy Zou Arezoo Rajabi Qi Yao Zihao Wang Jian Tian Yao Tang Di Tang 0001 Roman Smirnov Pavel Pleskov Nikita Benkovich Dawn Song Radha Poovendran Bo Li 0026 David A. Forsyth The Trojan Detection Challenge. 279-291 2021 NeurIPS (Competition and Demos) https://proceedings.mlr.press/v220/mazeika22a.html conf/nips/2022demo db/conf/nips/demo2022.html#MazeikaHLXHZRYWTTTSPBSPLF21 Chawin Sitawarin Evgenios M. Kornaropoulos Dawn Song David A. Wagner 0001 Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams. 15486-15497 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/82ca5dd156cc926b2992f73c2896f761-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#SitawarinKSW21 Xinyun Chen Dawn Song Yuandong Tian Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages. 22196-22208 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/ba3c95c2962d3aab2f6e667932daa3c5-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#ChenST21 Peng Gao 0008 Xiaoyuan Liu Edward Choi 0002 Bhavna Soman Chinmaya Mishra Kate Farris Dawn Song A System for Automated Open-Source Threat Intelligence Gathering and Management. 2716-2720 2021 SIGMOD Conference https://doi.org/10.1145/3448016.3452745 conf/sigmod/2021 db/conf/sigmod/sigmod2021.html#GaoLCSMFS21 Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss Katherine Lee Adam Roberts Tom B. Brown Dawn Song Úlfar Erlingsson Alina Oprea Colin Raffel Extracting Training Data from Large Language Models. 2633-2650 2021 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity21/presentation/carlini-extracting conf/uss/2021 db/conf/uss/uss2021.html#CarliniTWJHLRBS21 Dawn Song Roger Wattenhofer Arthur Gervais Philipp Jovanovic DeFi '21: Proceedings of the 2021 ACM CCS Workshop on Decentralized Finance and Security, Virtual Event, Republic of Korea, 19 November 2021 ACM DeFi@CCS 2021 978-1-4503-8540-4 https://doi.org/10.1145/3464967 db/conf/ccs/defi2021.html Dawn Song Dacheng Tao Alan L. Yuille Anima Anandkumar Aishan Liu Xinyun Chen Yingwei Li 0002 Chaowei Xiao Xun Yang 0001 Xianglong Liu 0001 ADVM '21: Proceedings of the 1st International Workshop on Adversarial Learning for Multimedia, Virtual Event, China, 20 October 2021 ACM AdvM @ ACM Multimedia 2021 978-1-4503-8672-2 https://doi.org/10.1145/3475724 db/conf/mm/advm2021.html

Peng Gao 0008 Fei Shao Xiaoyuan Liu Xusheng Xiao Haoyuan Liu Zheng Qin Fengyuan Xu Prateek Mittal Sanjeev R. Kulkarni Dawn Song A System for Efficiently Hunting for Cyber Threats in Computer Systems Using Threat Intelligence. 2021 abs/2101.06761 CoRR https://arxiv.org/abs/2101.06761 db/journals/corr/corr2101.html#abs-2101-06761

Peng Gao 0008 Xiaoyuan Liu Edward Choi 0002 Bhavna Soman Chinmaya Mishra Kate Farris Dawn Song A System for Automated Open-Source Threat Intelligence Gathering and Management. 2021 abs/2101.07769 CoRR https://arxiv.org/abs/2101.07769 db/journals/corr/corr2101.html#abs-2101-07769

Zhuohan Li 0001 Siyuan Zhuang Shiyuan Guo Danyang Zhuo Hao Zhang 0025 Dawn Song Ion Stoica TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. 2021 abs/2102.07988 CoRR https://arxiv.org/abs/2102.07988 db/journals/corr/corr2102.html#abs-2102-07988

Wenxiao Wang 0002 Tianhao Wang 0013 Lun Wang 0001 Nanqing Luo Pan Zhou 0001 Dawn Song Ruoxi Jia 0001 DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing. 2021 abs/2103.01496 CoRR https://arxiv.org/abs/2103.01496 db/journals/corr/corr2103.html#abs-2103-01496

Dan Hendrycks Collin Burns Saurav Kadavath Akul Arora Steven Basart Eric Tang Dawn Song Jacob Steinhardt Measuring Mathematical Problem Solving With the MATH Dataset. 2021 abs/2103.03874 CoRR https://arxiv.org/abs/2103.03874 db/journals/corr/corr2103.html#abs-2103-03874

Qinbin Li Bingsheng He Dawn Song Model-Contrastive Federated Learning. 2021 abs/2103.16257 CoRR https://arxiv.org/abs/2103.16257 db/journals/corr/corr2103.html#abs-2103-16257

Lun Wang 0001 Zaynah Javed Xian Wu 0007 Wenbo Guo 0002 Xinyu Xing 0001 Dawn Song BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning. 2021 abs/2105.00579 CoRR https://arxiv.org/abs/2105.00579 db/journals/corr/corr2105.html#abs-2105-00579

Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora Ethan Guo Collin Burns Samir Puranik Horace He Dawn Song Jacob Steinhardt Measuring Coding Challenge Competence With APPS. 2021 abs/2105.09938 CoRR https://arxiv.org/abs/2105.09938 db/journals/corr/corr2105.html#abs-2105-09938

Lun Wang 0001 Dawn Song Differentially Private Frequency Moments Estimation with Polylogarithmic Space. 2021 abs/2105.12363 CoRR https://arxiv.org/abs/2105.12363 db/journals/corr/corr2105.html#abs-2105-12363

Lun Wang 0001 Qi Pang Shuai Wang 0011 Dawn Song FED-χ<sub>2</sub>: Privacy Preserving Federated Correlation Test. 2021 abs/2105.14618 CoRR https://arxiv.org/abs/2105.14618 db/journals/corr/corr2105.html#abs-2105-14618

Xinyun Chen Dawn Song Yuandong Tian Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages. 2021 abs/2107.00101 CoRR https://arxiv.org/abs/2107.00101 db/journals/corr/corr2107.html#abs-2107-00101

Shiyu Tang Ruihao Gong Yan Wang 0033 Aishan Liu Jiakai Wang Xinyun Chen Fengwei Yu Xianglong Liu 0001 Dawn Song Alan L. Yuille Philip H. S. Torr Dacheng Tao RobustART: Benchmarking Robustness on Architecture Design and Training Techniques. 2021 abs/2109.05211 CoRR https://arxiv.org/abs/2109.05211 db/journals/corr/corr2109.html#abs-2109-05211

Chenguang Wang 0001 Xiao Liu 0036 Zui Chen Haoyun Hong Jie Tang 0001 Dawn Song Zero-Shot Information Extraction as a Unified Text-to-Triple Translation. 2021 abs/2109.11171 CoRR https://arxiv.org/abs/2109.11171 db/journals/corr/corr2109.html#abs-2109-11171

Dan Hendrycks Mantas Mazeika Andy Zou Sahil Patel Christine Zhu Jesus Navarro Dawn Song Bo Li 0026 Jacob Steinhardt What Would Jiminy Cricket Do? Towards Agents That Behave Morally. 2021 abs/2110.13136 CoRR https://arxiv.org/abs/2110.13136 db/journals/corr/corr2110.html#abs-2110-13136

Yu Gai Paras Jain 0001 Wendi Zhang Joseph E. Gonzalez Dawn Song Ion Stoica Grounded Graph Decoding Improves Compositional Generalization in Question Answering. 2021 abs/2111.03642 CoRR https://arxiv.org/abs/2111.03642 db/journals/corr/corr2111.html#abs-2111-03642

Dan Hendrycks Andy Zou Mantas Mazeika Leonard Tang Bo Li 0026 Dawn Song Jacob Steinhardt PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures. 2021 abs/2112.05135 CoRR https://arxiv.org/abs/2112.05135 db/journals/corr/corr2112.html#abs-2112-05135

Jialuo Chen Jingyi Wang 0004 Tinglan Peng Youcheng Sun Peng Cheng 0001 Shouling Ji Xingjun Ma Bo Li 0026 Dawn Song Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models. 2021 abs/2112.05588 CoRR https://arxiv.org/abs/2112.05588 db/journals/corr/corr2112.html#abs-2112-05588

Patrick McCorry Chris Buckland Bennet Yee Dawn Song SoK: Validating Bridges as a Scaling Solution for Blockchains. 1589 2021 2021 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2021/1589 db/journals/iacr/iacr2021.html#McCorryBYS21

Saikiran Bulusu Bhavya Kailkhura Bo Li 0026 Pramod K. Varshney Dawn Song Anomalous Example Detection in Deep Learning: A Survey. 132330-132347 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3010274 db/journals/access/access8.html#BulusuKLVS20

Ni Trieu Kareem Shehata Prateek Saxena Reza Shokri Dawn Song Epione: Lightweight Contact Tracing with Strong Privacy. 95-107 2020 43 IEEE Data Eng. Bull. 2 http://sites.computer.org/debull/A20june/p95.pdf db/journals/debu/debu43.html#TrieuSSSS20

Xiaoyuan Liu Ni Trieu Evgenios M. Kornaropoulos Dawn Song BeeTrace: A Unified Platform for Secure Contact Tracing that Breaks Data Silos. 108-120 2020 43 IEEE Data Eng. Bull. 2 http://sites.computer.org/debull/A20june/p108.pdf db/journals/debu/debu43.html#LiuTKS20

Fan Zhang 0022 Warren He Raymond Cheng 0001 Jernej Kos Nicholas Hynes 0001 Noah M. Johnson Ari Juels Andrew Miller 0001 Dawn Song The Ekiden Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contracts. 17-27 2020 18 IEEE Secur. Priv. 3 https://doi.org/10.1109/MSEC.2020.2976984 db/journals/ieeesp/ieeesp18.html#ZhangHCKHJJMS20

David Kohlbrenner Shweta Shinde Dayeol Lee Krste Asanovic Dawn Song Building Open Trusted Execution Environments. 47-56 2020 18 IEEE Secur. Priv. 5 https://doi.org/10.1109/MSEC.2020.2990649 https://www.wikidata.org/entity/Q114847922 db/journals/ieeesp/ieeesp18.html#KohlbrennerSLAS20

Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic Rishabh Krishnan Dawn Song Pretrained Transformers Improve Out-of-Distribution Robustness. 2744-2751 2020 ACL https://doi.org/10.18653/v1/2020.acl-main.244 https://aclanthology.org/2020.acl-main.244/ conf/acl/2020 db/conf/acl/acl2020.html#HendrycksLWDKS20 Dawn Song AI and Security: Lessons, Challenges and Future Directions. 1 2020 AsiaCCS https://doi.org/10.1145/3320269.3384771 conf/ccs/2020asia db/conf/ccs/asiaccs2020.html#Song20 Jiaheng Zhang Zhiyong Fang Yupeng Zhang 0001 Dawn Song Zero Knowledge Proofs for Decision Tree Predictions and Accuracy. 2039-2053 2020 CCS https://doi.org/10.1145/3372297.3417278 conf/ccs/2020 db/conf/ccs/ccs2020.html#ZhangFZS20 Yuheng Zhang Ruoxi Jia 0001 Hengzhi Pei Wenxiao Wang 0002 Bo Li 0026 Dawn Song The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks. 250-258 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Zhang_The_Secret_Revealer_Generative_Model-Inversion_Attacks_Against_Deep_Neural_Networks_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00033 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#ZhangJP0LS20 Eric Wallace Mitchell Stern Dawn Song Imitation Attacks and Defenses for Black-box Machine Translation Systems. 5531-5546 2020 EMNLP (1) https://doi.org/10.18653/v1/2020.emnlp-main.446 https://aclanthology.org/2020.emnlp-main.446/ conf/emnlp/2020-1 db/conf/emnlp/emnlp2020-1.html#WallaceSS20 Noah M. Johnson Joseph P. Near Joseph M. Hellerstein Dawn Song Chorus: a Programming Framework for Building Scalable Differential Privacy Mechanisms. 535-551 2020 EuroS&P https://doi.org/10.1109/EuroSP48549.2020.00041 conf/eurosp/2020 db/conf/eurosp/eurosp2020.html#JohnsonNHS20 Dayeol Lee David Kohlbrenner Shweta Shinde Krste Asanovic Dawn Song Keystone: an open framework for architecting trusted execution environments. 38:1-38:16 2020 EuroSys https://doi.org/10.1145/3342195.3387532 https://www.wikidata.org/entity/Q131120017 conf/eurosys/2020 db/conf/eurosys/eurosys2020.html#LeeKSAS20 Wenbo Guo 0002 Lun Wang 0001 Yan Xu 0019 Xinyu Xing 0001 Min Du 0003 Dawn Song Towards Inspecting and Eliminating Trojan Backdoors in Deep Neural Networks. 162-171 2020 ICDM https://doi.org/10.1109/ICDM50108.2020.00025 conf/icdm/2020 db/conf/icdm/icdm2020.html#GuoWXXDS20 Xinyun Chen Chen Liang Adams Wei Yu Denny Zhou Dawn Song Quoc V. Le Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension. 2020 ICLR https://openreview.net/forum?id=ryxjnREFwH conf/iclr/2020 db/conf/iclr/iclr2020.html#ChenLYZSL20 Min Du 0003 Ruoxi Jia 0001 Dawn Song Robust anomaly detection and backdoor attack detection via differential privacy. 2020 ICLR https://openreview.net/forum?id=SJx0q1rtvS conf/iclr/2020 db/conf/iclr/iclr2020.html#DuJS20 Xinyun Chen Chen Liang Adams Wei Yu Dawn Song Denny Zhou Compositional Generalization via Neural-Symbolic Stack Machines. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/12b1e42dc0746f22cf361267de07073f-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#ChenLYSZ20 Kavi Gupta Peter Ebert Christensen Xinyun Chen Dawn Song Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/cd0f74b5955dc87fd0605745c4b49ee8-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#GuptaCCS20 Lun Wang 0001 Qi Pang Dawn Song Towards practical differentially private causal graph discovery. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/3b13b1eb44b05f57735764786fab9c2c-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#WangPS20 Yanqing Peng Min Du 0003 Feifei Li 0001 Raymond Cheng 0001 Dawn Song FalconDB: Blockchain-based Collaborative Database. 637-652 2020 SIGMOD Conference https://doi.org/10.1145/3318464.3380594 https://www.wikidata.org/entity/Q130830021 conf/sigmod/2020 db/conf/sigmod/sigmod2020.html#PengDL0S20 Jiaheng Zhang Tiancheng Xie Yupeng Zhang 0001 Dawn Song Transparent Polynomial Delegation and Its Applications to Zero Knowledge Proof. 859-876 2020 SP https://doi.org/10.1109/SP40000.2020.00052 conf/sp/2020 db/conf/sp/sp2020.html#ZhangX0S20 Ahmed E. Kosba Dimitrios Papadopoulos 0001 Charalampos Papamanthou Dawn Song MIRAGE: Succinct Arguments for Randomized Algorithms with Applications to Universal zk-SNARKs. 2129-2146 2020 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity20/presentation/kosba conf/uss/2020 db/conf/uss/uss2020.html#KosbaPPS20 Tianhao Wang 0013 Johannes Rausch Ce Zhang 0001 Ruoxi Jia 0001 Dawn Song A Principled Approach to Data Valuation for Federated Learning. 153-167 2020 series/lncs/12500 Federated Learning https://doi.org/10.1007/978-3-030-63076-8_11 db/series/lncs/lncs12500.html#0013RZJS20

Dell Zhang André Freitas Dacheng Tao Dawn Song Proceedings of the AAAI-20 Workshop on Intelligent Process Automation (IPA-20). 2020 abs/2001.05214 CoRR https://arxiv.org/abs/2001.05214 db/journals/corr/corr2001.html#abs-2001-05214

Saikiran Bulusu Bhavya Kailkhura Bo Li 0026 Pramod K. Varshney Dawn Song Anomalous Instance Detection in Deep Learning: A Survey. 2020 abs/2003.06979 CoRR https://arxiv.org/abs/2003.06979 db/journals/corr/corr2003.html#abs-2003-06979

Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic Rishabh Krishnan Dawn Song Pretrained Transformers Improve Out-of-Distribution Robustness. 2020 abs/2004.06100 CoRR https://arxiv.org/abs/2004.06100 db/journals/corr/corr2004.html#abs-2004-06100

Ni Trieu Kareem Shehata Prateek Saxena Reza Shokri Dawn Song Epione: Lightweight Contact Tracing with Strong Privacy. 2020 abs/2004.13293 CoRR https://arxiv.org/abs/2004.13293 db/journals/corr/corr2004.html#abs-2004-13293

Eric Wallace Mitchell Stern Dawn Song Imitation Attacks and Defenses for Black-box Machine Translation Systems. 2020 abs/2004.15015 CoRR https://arxiv.org/abs/2004.15015 db/journals/corr/corr2004.html#abs-2004-15015

Lun Wang 0001 Qi Pang Dawn Song Towards practical differentially private causal graph discovery. 2020 abs/2006.08598 CoRR https://arxiv.org/abs/2006.08598 db/journals/corr/corr2006.html#abs-2006-08598

Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang Evan Dorundo Rahul Desai Tyler Zhu Samyak Parajuli Mike Guo Dawn Song Jacob Steinhardt Justin Gilmer The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization. 2020 abs/2006.16241 CoRR https://arxiv.org/abs/2006.16241 db/journals/corr/corr2006.html#abs-2006-16241

Xiaoyuan Liu Ni Trieu Evgenios M. Kornaropoulos Dawn Song BeeTrace: A Unified Platform for Secure Contact Tracing that Breaks Data Silos. 2020 abs/2007.02285 CoRR https://arxiv.org/abs/2007.02285 db/journals/corr/corr2007.html#abs-2007-02285

Kavi Gupta Peter Ebert Christensen Xinyun Chen Dawn Song Synthesize, Execute and Debug: Learning to Repair for Neural Program Synthesis. 2020 abs/2007.08095 CoRR https://arxiv.org/abs/2007.08095 db/journals/corr/corr2007.html#abs-2007-08095

Dan Hendrycks Collin Burns Steven Basart Andrew Critch Jerry Li 0001 Dawn Song Jacob Steinhardt Aligning AI With Shared Human Values. 2020 abs/2008.02275 CoRR https://arxiv.org/abs/2008.02275 db/journals/corr/corr2008.html#abs-2008-02275

Xinyun Chen Chen Liang Adams Wei Yu Dawn Song Denny Zhou Compositional Generalization via Neural-Symbolic Stack Machines. 2020 abs/2008.06662 CoRR https://arxiv.org/abs/2008.06662 db/journals/corr/corr2008.html#abs-2008-06662

Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Dawn Song Jacob Steinhardt Measuring Massive Multitask Language Understanding. 2020 abs/2009.03300 CoRR https://arxiv.org/abs/2009.03300 db/journals/corr/corr2009.html#abs-2009-03300

Tianhao Wang 0013 Johannes Rausch Ce Zhang 0001 Ruoxi Jia 0001 Dawn Song A Principled Approach to Data Valuation for Federated Learning. 2020 abs/2009.06192 CoRR https://arxiv.org/abs/2009.06192 db/journals/corr/corr2009.html#abs-2009-06192

Qinbin Li Bingsheng He Dawn Song Model-Agnostic Round-Optimal Federated Learning via Knowledge Transfer. 2020 abs/2010.01017 CoRR https://arxiv.org/abs/2010.01017 db/journals/corr/corr2010.html#abs-2010-01017

Lun Wang 0001 Qi Pang Shuai Wang 0011 Dawn Song F2ED-Learning: Good Fences Make Good Neighbors. 2020 abs/2010.01175 CoRR https://arxiv.org/abs/2010.01175 db/journals/corr/corr2010.html#abs-2010-01175

Chenguang Wang 0001 Xiao Liu 0036 Dawn Song Language Models are Open Knowledge Graphs. 2020 abs/2010.11967 CoRR https://arxiv.org/abs/2010.11967 db/journals/corr/corr2010.html#abs-2010-11967

Peng Gao 0008 Fei Shao Xiaoyuan Liu Xusheng Xiao Zheng Qin Fengyuan Xu Prateek Mittal Sanjeev R. Kulkarni Dawn Song Enabling Efficient Cyber Threat Hunting With Cyber Threat Intelligence. 2020 abs/2010.13637 CoRR https://arxiv.org/abs/2010.13637 db/journals/corr/corr2010.html#abs-2010-13637

Chawin Sitawarin Evgenios M. Kornaropoulos Dawn Song David A. Wagner 0001 Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams. 2020 abs/2011.09719 CoRR https://arxiv.org/abs/2011.09719 db/journals/corr/corr2011.html#abs-2011-09719

Aishan Liu Shiyu Tang Xianglong Liu 0001 Xinyun Chen Lei Huang 0015 Zhuozhuo Tu Dawn Song Dacheng Tao Towards Defending Multiple Adversarial Perturbations via Gated Batch Normalization. 2020 abs/2012.01654 CoRR https://arxiv.org/abs/2012.01654 db/journals/corr/corr2012.html#abs-2012-01654

Usmann Khan Lun Wang 0001 Jithendaraa Subramanian Joseph P. Near Dawn Song PrivFramework: A System for Configurable and Automated Privacy Policy Compliance. 2020 abs/2012.05291 CoRR https://arxiv.org/abs/2012.05291 db/journals/corr/corr2012.html#abs-2012-05291

Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss Katherine Lee Adam Roberts Tom B. Brown Dawn Song Úlfar Erlingsson Alina Oprea Colin Raffel Extracting Training Data from Large Language Models. 2020 abs/2012.07805 CoRR https://arxiv.org/abs/2012.07805 db/journals/corr/corr2012.html#abs-2012-07805

Micah Goldblum Dimitris Tsipras Chulin Xie Xinyun Chen Avi Schwarzschild Dawn Song Aleksander Madry Bo Li 0026 Tom Goldstein Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. 2020 abs/2012.10544 CoRR https://arxiv.org/abs/2012.10544 db/journals/corr/corr2012.html#abs-2012-10544

Ahmed E. Kosba Dimitrios Papadopoulos 0001 Charalampos Papamanthou Dawn Song MIRAGE: Succinct Arguments for Randomized Algorithms with Applications to Universal zk-SNARKs. 278 2020 2020 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2020/278 db/journals/iacr/iacr2020.html#KosbaPPS20

Joseph P. Near David Darais Chike Abuah Tim Stevens Pranav Gaddamadugu Lun Wang 0001 Neel Somani Mu Zhang 0001 Nikhil Sharma Alex Shan Dawn Song Duet: an expressive higher-order language and linear type system for statically enforcing differential privacy. 172:1-172:30 2019 3 Proc. ACM Program. Lang. OOPSLA https://doi.org/10.1145/3360598 https://www.wikidata.org/entity/Q127082329 db/journals/pacmpl/pacmpl3.html#NearDASGWSZSSS19

Ruoxi Jia 0001 David Dao Boxin Wang Frances Ann Hubis Nezihe Merve Gürel Bo Li 0026 Ce Zhang 0001 Costas J. Spanos Dawn Song Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. 1610-1623 2019 12 Proc. VLDB Endow. 11 http://www.vldb.org/pvldb/vol12/p1610-jia.pdf https://doi.org/10.14778/3342263.3342637 https://www.wikidata.org/entity/Q127228159 db/journals/pvldb/pvldb12.html#JiaDWHGLZSS19

Yujin Kwon Jian Liu 0012 Minjeong Kim Dawn Song Yongdae Kim Impossibility of Full Decentralization in Permissionless Blockchains. 110-123 2019 AFT https://doi.org/10.1145/3318041.3355463 https://www.wikidata.org/entity/Q130892378 conf/aft/2019 db/conf/aft/aft2019.html#KwonLKSK19 Ruoxi Jia 0001 David Dao Boxin Wang Frances Ann Hubis Nick Hynes Nezihe Merve Gürel Bo Li 0026 Ce Zhang 0001 Dawn Song Costas J. Spanos Towards Efficient Data Valuation Based on the Shapley Value. 1167-1176 2019 AISTATS http://proceedings.mlr.press/v89/jia19a.html conf/aistats/2019 db/conf/aistats/aistats2019.html#JiaDWHHGLZSS19 Xinlei Pan Weiyao Wang 0001 Xiaoshuai Zhang Bo Li 0026 Jinfeng Yi Dawn Song How You Act Tells a Lot: Privacy-Leaking Attack on Deep Reinforcement Learning. 368-376 2019 AAMAS http://dl.acm.org/citation.cfm?id=3331715 conf/atal/2019 db/conf/atal/aamas2019.html#PanWZLYS19 Min Du 0003 Zhi Chen 0028 Chang Liu 0021 Rajvardhan Oak Dawn Song Lifelong Anomaly Detection Through Unlearning. 1283-1297 2019 CCS https://doi.org/10.1145/3319535.3363226 conf/ccs/2019 db/conf/ccs/ccs2019.html#DuCLOS19 Dong Yuan 0006 Yuanli Miao Neil Zhenqiang Gong Zheng Yang Qi Li 0002 Dawn Song Qian Wang 0002 Xiao Liang Detecting Fake Accounts in Online Social Networks at the Time of Registrations. 1423-1438 2019 CCS https://doi.org/10.1145/3319535.3363198 conf/ccs/2019 db/conf/ccs/ccs2019.html#YuanMGYLSWL19 Sai Krishna Deepak Maram Fan Zhang 0022 Lun Wang 0001 Andrew Low Yupeng Zhang 0001 Ari Juels Dawn Song CHURP: Dynamic-Committee Proactive Secret Sharing. 2369-2386 2019 CCS https://doi.org/10.1145/3319535.3363203 conf/ccs/2019 db/conf/ccs/ccs2019.html#MaramZWLZJS19 Tiancheng Xie Jiaheng Zhang Yupeng Zhang 0001 Charalampos Papamanthou Dawn Song Libra: Succinct Zero-Knowledge Proofs with Optimal Prover Computation. 733-764 2019 CRYPTO (3) https://doi.org/10.1007/978-3-030-26954-8_24 conf/crypto/2019-3 db/conf/crypto/crypto2019-3.html#XieZZPS19 Ilia A. Lebedev Kyle Hogan Jules Drean David Kohlbrenner Dayeol Lee Krste Asanovic Dawn Song Srinivas Devadas Sanctorum: A lightweight security monitor for secure enclaves. 1142-1147 2019 DATE https://doi.org/10.23919/DATE.2019.8715182 conf/date/2019 db/conf/date/date2019.html#LebedevHDKLASD19 Raymond Cheng 0001 Fan Zhang 0022 Jernej Kos Warren He Nicholas Hynes 0001 Noah M. Johnson Ari Juels Andrew Miller 0001 Dawn Song Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contracts. 185-200 2019 EuroS&P https://doi.org/10.1109/EuroSP.2019.00023 conf/eurosp/2019 db/conf/eurosp/eurosp2019.html#ChengZKHHJJ0S19 Chaowei Xiao Ruizhi Deng Bo Li 0026 Taesung Lee Benjamin Edwards Jinfeng Yi Dawn Song Mingyan Liu Ian M. Molloy AdvIT: Adversarial Frames Identifier Based on Temporal Consistency in Videos. 3967-3976 2019 ICCV https://doi.org/10.1109/ICCV.2019.00407 conf/iccv/2019 db/conf/iccv/iccv2019.html#XiaoDLLEYSLM19 Xinyun Chen Chang Liu 0021 Dawn Song Execution-Guided Neural Program Synthesis. 2019 ICLR (Poster) https://openreview.net/forum?id=H1gfOiAqYm conf/iclr/2019 db/conf/iclr/iclr2019.html#ChenLS19 Daniel Huang 0001 Prafulla Dhariwal Dawn Song Ilya Sutskever GamePad: A Learning Environment for Theorem Proving. 2019 ICLR (Poster) https://openreview.net/forum?id=r1xwKoR9Y7 conf/iclr/2019 db/conf/iclr/iclr2019.html#HuangDSS19 Richard Shin Neel Kant Kavi Gupta Chris Bender Brandon Trabucco Rishabh Singh Dawn Song Synthetic Datasets for Neural Program Synthesis. 2019 ICLR (Poster) https://openreview.net/forum?id=ryeOSnAqYm conf/iclr/2019 db/conf/iclr/iclr2019.html#ShinKGBTSS19 Zhuolin Yang Bo Li 0026 Pin-Yu Chen Dawn Song Characterizing Audio Adversarial Examples Using Temporal Dependency. 2019 ICLR (Poster) https://openreview.net/forum?id=r1g4E3C9t7 conf/iclr/2019 db/conf/iclr/iclr2019.html#YangLCS19 Zenghua Xia Chang Liu 0021 Neil Zhenqiang Gong Qi Li 0002 Yong Cui 0001 Dawn Song Characterizing and Detecting Malicious Accounts in Privacy-Centric Mobile Social Networks: A Case Study. 2012-2022 2019 KDD https://doi.org/10.1145/3292500.3330702 conf/kdd/2019 db/conf/kdd/kdd2019.html#XiaLGLCS19 Dan Hendrycks Mantas Mazeika Saurav Kadavath Dawn Song Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty. 15637-15648 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/a2b15837edac15df90721968986f7f8e-Abstract.html http://papers.nips.cc/paper/9697-using-self-supervised-learning-can-improve-model-robustness-and-uncertainty conf/nips/2019 db/conf/nips/nips2019.html#HendrycksMKS19 Zhengkai Wu Evan Johnson 0001 Wei Yang 0013 Osbert Bastani Dawn Song Jian Peng 0001 Tao Xie 0001 REINAM: reinforcement learning for input-grammar inference. 488-498 2019 ESEC/SIGSOFT FSE https://doi.org/10.1145/3338906.3338958 conf/sigsoft/2019 db/conf/sigsoft/fse2019.html#WuJYBSPX19 Roger Iyengar Joseph P. Near Dawn Song Om Thakkar 0001 Abhradeep Thakurta Lun Wang 0001 Towards Practical Differentially Private Convex Optimization. 299-316 2019 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2019.00001 conf/sp/2019 db/conf/sp/sp2019.html#IyengarNSTTW19 Nicholas Carlini Chang Liu 0021 Úlfar Erlingsson Jernej Kos Dawn Song The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks. 267-284 2019 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity19/presentation/carlini conf/uss/2019 db/conf/uss/uss2019.html#Carlini0EKS19 Wenbo Guo 0002 Dongliang Mu Xinyu Xing 0001 Min Du 0003 Dawn Song DEEPVSA: Facilitating Value-set Analysis with Deep Learning for Postmortem Program Analysis. 1787-1804 2019 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity19/presentation/guo conf/uss/2019 db/conf/uss/uss2019.html#GuoMXDS19 Lun Wang 0001 Joseph P. Near Neel Somani Peng Gao 0008 Andrew Low David Dao Dawn Song Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations. 3-23 2019 Poly/DMAH@VLDB https://doi.org/10.1007/978-3-030-33752-0_1 conf/vldb/2019polydmah db/conf/vldb/polydmah2019.html#WangNSGLDS19

Ruoxi Jia 0001 David Dao Boxin Wang Frances Ann Hubis Nick Hynes Nezihe Merve Gürel Bo Li 0026 Ce Zhang 0001 Dawn Song Costas J. Spanos Towards Efficient Data Valuation Based on the Shapley Value. 2019 abs/1902.10275 CoRR http://arxiv.org/abs/1902.10275 db/journals/corr/corr1902.html#abs-1902-10275

Alexander Ratner Dan Alistarh Gustavo Alonso David G. Andersen Peter Bailis Sarah Bird Nicholas Carlini Bryan Catanzaro Eric S. Chung Bill Dally Jeff Dean Inderjit S. Dhillon Alexandros G. Dimakis Pradeep Dubey Charles Elkan Grigori Fursin Gregory R. Ganger Lise Getoor Phillip B. Gibbons Garth A. Gibson Joseph E. Gonzalez Justin Gottschlich Song Han 0003 Kim M. Hazelwood Furong Huang Martin Jaggi Kevin Jamieson 0001 Michael I. Jordan Gauri Joshi Rania Khalaf Jason Knight Jakub Konecný Tim Kraska Arun Kumar 0001 Anastasios Kyrillidis Jing Li 0073 Samuel Madden 0001 H. Brendan McMahan Erik Meijer 0001 Ioannis Mitliagkas Rajat Monga Derek Gordon Murray Dimitris S. Papailiopoulos Gennady Pekhimenko Theodoros Rekatsinas Afshin Rostamizadeh Christopher Ré Christopher De Sa Hanie Sedghi Siddhartha Sen 0001 Virginia Smith Alex Smola Dawn Song Evan Randall Sparks Ion Stoica Vivienne Sze Madeleine Udell Joaquin Vanschoren Shivaram Venkataraman Rashmi Vinayak Markus Weimer Andrew Gordon Wilson Eric P. Xing Matei Zaharia Ce Zhang 0001 Ameet Talwalkar SysML: The New Frontier of Machine Learning Systems. 2019 abs/1904.03257 CoRR http://arxiv.org/abs/1904.03257 db/journals/corr/corr1904.html#abs-1904-03257

Xinlei Pan Weiyao Wang 0001 Xiaoshuai Zhang Bo Li 0026 Jinfeng Yi Dawn Song How You Act Tells a Lot: Privacy-Leakage Attack on Deep Reinforcement Learning. 2019 abs/1904.11082 CoRR http://arxiv.org/abs/1904.11082 db/journals/corr/corr1904.html#abs-1904-11082

Yujin Kwon Jian Liu 0012 Minjeong Kim Dawn Song Yongdae Kim Impossibility of Full Decentralization in Permissionless Blockchains. 2019 abs/1905.05158 CoRR http://arxiv.org/abs/1905.05158 db/journals/corr/corr1905.html#abs-1905-05158

Dan Hendrycks Mantas Mazeika Saurav Kadavath Dawn Song Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty. 2019 abs/1906.12340 CoRR http://arxiv.org/abs/1906.12340 db/journals/corr/corr1906.html#abs-1906-12340

Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt Dawn Song Natural Adversarial Examples. 2019 abs/1907.07174 CoRR http://arxiv.org/abs/1907.07174 db/journals/corr/corr1907.html#abs-1907-07174

Chaowei Xiao Xinlei Pan Warren He Jian Peng 0001 Mingjie Sun Jinfeng Yi Mingyan Liu Bo Li 0026 Dawn Song Characterizing Attacks on Deep Reinforcement Learning. 2019 abs/1907.09470 CoRR http://arxiv.org/abs/1907.09470 db/journals/corr/corr1907.html#abs-1907-09470

Dayeol Lee David Kohlbrenner Shweta Shinde Dawn Song Krste Asanovic Keystone: A Framework for Architecting TEEs. 2019 abs/1907.10119 CoRR http://arxiv.org/abs/1907.10119 db/journals/corr/corr1907.html#abs-1907-10119

Wenbo Guo 0002 Lun Wang 0001 Xinyu Xing 0001 Min Du 0003 Dawn Song TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems. 2019 abs/1908.01763 CoRR http://arxiv.org/abs/1908.01763 db/journals/corr/corr1908.html#abs-1908-01763

Ruoxi Jia 0001 David Dao Boxin Wang Frances Ann Hubis Nezihe Merve Gürel Bo Li 0026 Ce Zhang 0001 Costas J. Spanos Dawn Song Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. 2019 abs/1908.08619 CoRR http://arxiv.org/abs/1908.08619 db/journals/corr/corr1908.html#abs-1908-08619

Lun Wang 0001 Joseph P. Near Neel Somani Peng Gao 0008 Andrew Low David Dao Dawn Song Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations. 2019 abs/1909.00077 CoRR http://arxiv.org/abs/1909.00077 db/journals/corr/corr1909.html#abs-1909-00077

Joseph P. Near David Darais Chike Abuah Tim Stevens Pranav Gaddamadugu Lun Wang 0001 Neel Somani Mu Zhang 0001 Nikhil Sharma Alex Shan Dawn Song Duet: An Expressive Higher-order Language and Linear Type System for Statically Enforcing Differential Privacy. 2019 abs/1909.02481 CoRR http://arxiv.org/abs/1909.02481 db/journals/corr/corr1909.html#abs-1909-02481

Min Du 0003 Ruoxi Jia 0001 Dawn Song Robust Anomaly Detection and Backdoor Attack Detection Via Differential Privacy. 2019 abs/1911.07116 CoRR http://arxiv.org/abs/1911.07116 db/journals/corr/corr1911.html#abs-1911-07116

Ruoxi Jia 0001 Xuehui Sun Jiacen Xu 0001 Ce Zhang 0001 Bo Li 0026 Dawn Song An Empirical and Comparative Analysis of Data Valuation with Scalable Algorithms. 2019 abs/1911.07128 CoRR http://arxiv.org/abs/1911.07128 db/journals/corr/corr1911.html#abs-1911-07128

Yuheng Zhang Ruoxi Jia 0001 Hengzhi Pei Wenxiao Wang 0002 Bo Li 0026 Dawn Song The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks. 2019 abs/1911.07135 CoRR http://arxiv.org/abs/1911.07135 db/journals/corr/corr1911.html#abs-1911-07135

Xinyun Chen Wenxiao Wang 0002 Chris Bender Yiming Ding Ruoxi Jia 0001 Bo Li 0026 Dawn Song REFIT: a Unified Watermark Removal Framework for Deep Learning Systems with Limited Data. 2019 abs/1911.07205 CoRR http://arxiv.org/abs/1911.07205 db/journals/corr/corr1911.html#abs-1911-07205

Dan Hendrycks Steven Basart Mantas Mazeika Mohammadreza Mostajabi Jacob Steinhardt Dawn Song A Benchmark for Anomaly Segmentation. 2019 abs/1911.11132 CoRR http://arxiv.org/abs/1911.11132 db/journals/corr/corr1911.html#abs-1911-11132

Peter Kairouz H. Brendan McMahan Brendan Avent Aurélien Bellet Mehdi Bennis Arjun Nitin Bhagoji Kallista A. Bonawitz Zachary Charles Graham Cormode Rachel Cummings Rafael G. L. D'Oliveira Salim El Rouayheb David Evans 0001 Josh Gardner 0001 Zachary Garrett Adrià Gascón Badih Ghazi Phillip B. Gibbons Marco Gruteser Zaïd Harchaoui Chaoyang He 0001 Lie He Zhouyuan Huo Ben Hutchinson Justin Hsu Martin Jaggi Tara Javidi Gauri Joshi Mikhail Khodak Jakub Konecný Aleksandra Korolova Farinaz Koushanfar Sanmi Koyejo Tancrède Lepoint Yang Liu 0165 Prateek Mittal Mehryar Mohri Richard Nock Ayfer Özgür Rasmus Pagh Mariana Raykova 0001 Hang Qi Daniel Ramage Ramesh Raskar Dawn Song Weikang Song Sebastian U. Stich Ziteng Sun Ananda Theertha Suresh Florian Tramèr Praneeth Vepakomma Jianyu Wang Li Xiong 0001 Zheng Xu 0002 Qiang Yang 0001 Felix X. Yu Han Yu 0001 Sen Zhao Advances and Open Problems in Federated Learning. 2019 abs/1912.04977 CoRR http://arxiv.org/abs/1912.04977 db/journals/corr/corr1912.html#abs-1912-04977

Richard Shin Neel Kant Kavi Gupta Christopher Bender Brandon Trabucco Rishabh Singh Dawn Song Synthetic Datasets for Neural Program Synthesis. 2019 abs/1912.12345 CoRR http://arxiv.org/abs/1912.12345 db/journals/corr/corr1912.html#abs-1912-12345

Roy Fox Richard Shin William Paul Yitian Zou Dawn Song Ken Goldberg Pieter Abbeel Ion Stoica Hierarchical Variational Imitation Learning of Control Programs. 2019 abs/1912.12612 CoRR http://arxiv.org/abs/1912.12612 db/journals/corr/corr1912.html#abs-1912-12612

Ilia A. Lebedev Kyle Hogan Jules Drean David Kohlbrenner Dayeol Lee Krste Asanovic Dawn Song Srinivas Devadas Sanctorum: A lightweight security monitor for secure enclaves. 1 2019 2019 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2019/001 db/journals/iacr/iacr2019.html#LebedevHDKLASD19

Sai Krishna Deepak Maram Fan Zhang 0022 Lun Wang 0001 Andrew Low Yupeng Zhang 0001 Ari Juels Dawn Song CHURP: Dynamic-Committee Proactive Secret Sharing. 17 2019 2019 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2019/017 db/journals/iacr/iacr2019.html#Maram0WLZJS19

Tiancheng Xie Jiaheng Zhang Yupeng Zhang 0001 Charalampos Papamanthou Dawn Song Libra: Succinct Zero-Knowledge Proofs with Optimal Prover Computation. 317 2019 2019 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2019/317 db/journals/iacr/iacr2019.html#XieZZPS19

Jiaheng Zhang Tiancheng Xie Yupeng Zhang 0001 Dawn Song Transparent Polynomial Delegation and Its Applications to Zero Knowledge Proof. 1482 2019 2019 IACR Cryptol. ePrint Arch. https://eprint.iacr.org/2019/1482 db/journals/iacr/iacr2019.html#ZhangX0S19

Noah M. Johnson Joseph P. Near Dawn Song Towards Practical Differential Privacy for SQL Queries. 526-539 2018 11 Proc. VLDB Endow. 5 http://www.vldb.org/pvldb/vol11/p526-johnson.pdf https://doi.org/10.1145/3187009.3177733 https://www.wikidata.org/entity/Q126769020 db/journals/pvldb/pvldb11.html#JohnsonNS18

Nick Hynes David Dao David Yan Raymond Cheng 0001 Dawn Song A Demonstration of Sterling: A Privacy-Preserving Data Marketplace. 2086-2089 2018 11 Proc. VLDB Endow. 12 http://www.vldb.org/pvldb/vol11/p2086-hynes.pdf https://doi.org/10.14778/3229863.3236266 https://www.wikidata.org/entity/Q131109867 db/journals/pvldb/pvldb11.html#HynesDYCS18

Wei Song Heng Yin 0001 Chang Liu 0021 Dawn Song DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis. 606-618 2018 CCS https://doi.org/10.1145/3243734.3243813 conf/ccs/2018 db/conf/ccs/ccs2018.html#SongYLS18 Kevin Eykholt Ivan Evtimov Earlence Fernandes Bo Li 0026 Amir Rahmati Chaowei Xiao Atul Prakash 0001 Tadayoshi Kohno Dawn Song Robust Physical-World Attacks on Deep Learning Visual Classification. 1625-1634 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Eykholt_Robust_Physical-World_Attacks_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00175 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00175 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#EykholtEF0RXPKS18 Xiaojun Xu Xinyun Chen Chang Liu 0021 Anna Rohrbach Trevor Darrell Dawn Song Fooling Vision and Language Models Despite Localization and Attention Mechanism. 4951-4961 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Xu_Fooling_Vision_and_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00520 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00520 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#XuCLRDS18 Arjun Nitin Bhagoji Warren He Bo Li 0026 Dawn Song Practical Black-Box Attacks on Deep Neural Networks Using Efficient Query Mechanisms. 158-174 2018 ECCV (12) https://doi.org/10.1007/978-3-030-01258-8_10 conf/eccv/2018-12 db/conf/eccv/eccv2018-12.html#BhagojiHLS18 Chaowei Xiao Ruizhi Deng Bo Li 0026 Fisher Yu 0001 Mingyan Liu Dawn Song Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation. 220-237 2018 ECCV (10) https://doi.org/10.1007/978-3-030-01249-6_14 conf/eccv/2018-10 db/conf/eccv/eccv2018-10.html#XiaoDLYLS18 Arjun Nitin Bhagoji Warren He Bo Li 0026 Dawn Song Black-box Attacks on Deep Neural Networks via Gradient Estimation. 2018 ICLR (Workshop) https://openreview.net/forum?id=SJ9nVSkvG conf/iclr/2018w db/conf/iclr/iclr2018w.html#BhagojiH0S18 Xinyun Chen Chang Liu 0021 Dawn Song Towards Synthesizing Complex Programs From Input-Output Examples. 2018 ICLR (Poster) https://openreview.net/forum?id=Skp1ESxRZ conf/iclr/2018 db/conf/iclr/iclr2018.html#ChenLS18 Xinyun Chen Chang Liu 0021 Dawn Song Tree-to-tree Neural Networks for Program Translation. 2018 ICLR (Workshop) https://openreview.net/forum?id=H1xSvMh8M conf/iclr/2018w db/conf/iclr/iclr2018w.html#ChenLS18a Roy Fox Richard Shin Sanjay Krishnan Ken Goldberg Dawn Song Ion Stoica Parametrized Hierarchical Procedures for Neural Programming. 2018 ICLR (Poster) https://openreview.net/forum?id=rJl63fZRb conf/iclr/2018 db/conf/iclr/iclr2018.html#FoxSKGSS18 Warren He Bo Li 0026 Dawn Song Decision Boundary Analysis of Adversarial Examples. 2018 ICLR (Poster) https://openreview.net/forum?id=BkpiPMbA- conf/iclr/2018 db/conf/iclr/iclr2018.html#He0S18 Xingjun Ma Bo Li 0026 Yisen Wang 0001 Sarah M. Erfani Sudanthi N. R. Wijewickrema Grant Schoenebeck Dawn Song Michael E. Houle James Bailey 0001 Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. 2018 ICLR https://openreview.net/forum?id=B1gJ1L2aW conf/iclr/2018 db/conf/iclr/iclr2018.html#Ma0WEWSSHB18 George Philipp Dawn Song Jaime G. Carbonell Gradients explode - Deep Networks are shallow - ResNet explained. 2018 ICLR (Workshop) https://openreview.net/forum?id=rJjcdFkPM conf/iclr/2018w db/conf/iclr/iclr2018w.html#PhilippSC18 Richard Shin Charles Packer Dawn Song Differentiable Neural Network Architecture Search. 2018 ICLR (Workshop) https://openreview.net/forum?id=BJ-MRKkwG conf/iclr/2018w db/conf/iclr/iclr2018w.html#ShinPS18 Richard Shin Illia Polosukhin Dawn Song Towards Specification-Directed Program Repair. 2018 ICLR (Workshop) https://openreview.net/forum?id=B1iZRFkwz conf/iclr/2018w db/conf/iclr/iclr2018w.html#ShinPS18a Chaowei Xiao Jun-Yan Zhu Bo Li 0026 Warren He Mingyan Liu Dawn Song Spatially Transformed Adversarial Examples. 2018 ICLR (Poster) https://openreview.net/forum?id=HyydRMZC- conf/iclr/2018 db/conf/iclr/iclr2018.html#XiaoZ0HLS18 Qi-Zhi Cai Chang Liu 0021 Dawn Song Curriculum Adversarial Training. 3740-3747 2018 IJCAI https://doi.org/10.24963/ijcai.2018/520 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#CaiLS18 Chaowei Xiao Bo Li 0026 Jun-Yan Zhu Warren He Mingyan Liu Dawn Song Generating Adversarial Examples with Adversarial Networks. 3905-3911 2018 IJCAI https://doi.org/10.24963/ijcai.2018/543 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#XiaoLZHLS18 Caroline Lemieux Rohan Padhye Koushik Sen Dawn Song PerfFuzz: automatically generating pathological inputs. 254-265 2018 ISSTA https://doi.org/10.1145/3213846.3213874 conf/issta/2018 db/conf/issta/issta2018.html#LemieuxPSS18 Xinyun Chen Chang Liu 0021 Dawn Song Tree-to-tree Neural Networks for Program Translation. 2552-2562 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/d759175de8ea5b1d9a2660e45554894f-Abstract.html http://papers.nips.cc/paper/7521-tree-to-tree-neural-networks-for-program-translation conf/nips/2018 db/conf/nips/nips2018.html#ChenLS18 Richard Shin Illia Polosukhin Dawn Song Improving Neural Program Synthesis with Inferred Execution Traces. 8931-8940 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/7776e88b0c189539098176589250bcba-Abstract.html http://papers.nips.cc/paper/8107-improving-neural-program-synthesis-with-inferred-execution-traces conf/nips/2018 db/conf/nips/nips2018.html#ShinPS18 Jernej Kos Ian Fischer Dawn Song Adversarial Examples for Generative Models. 36-42 2018 IEEE Symposium on Security and Privacy Workshops https://doi.org/10.1109/SPW.2018.00014 conf/sp/2018w db/conf/sp/spw2018.html#KosFS18 Huichen Li Xiaojun Xu Chang Liu 0021 Teng Ren Kun Wu Xuezhi Cao Weinan Zhang 0001 Yong Yu 0001 Dawn Song A Machine Learning Approach to Prevent Malicious Calls over Telephony Networks. 53-69 2018 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2018.00034 https://doi.ieeecomputersociety.org/10.1109/SP.2018.00034 conf/sp/2018 db/conf/sp/sp2018.html#LiXLRWCZYS18 Dawn Song Kevin Eykholt Ivan Evtimov Earlence Fernandes Bo Li 0026 Amir Rahmati Florian Tramèr Atul Prakash 0001 Tadayoshi Kohno Physical Adversarial Examples for Object Detectors. 2018 WOOT @ USENIX Security Symposium https://www.usenix.org/conference/woot18/presentation/eykholt conf/woot/2018 db/conf/woot/woot2018.html#SongEEF0RTPK18 Volodymyr Kuznetsov Laszlo Szekeres Mathias Payer George Candea R. Sekar 0001 Dawn Song Code-pointer integrity. 81-116 2018 The Continuing Arms Race https://doi.org/10.1145/3129743.3129748 https://www.wikidata.org/entity/Q130981169 books/mc/18/LS2018 db/books/collections/LS2018.html#KuznetsovSPCSS18

Chaowei Xiao Bo Li 0026 Jun-Yan Zhu Warren He Mingyan Liu Dawn Song Generating Adversarial Examples with Adversarial Networks. 2018 abs/1801.02610 CoRR http://arxiv.org/abs/1801.02610 db/journals/corr/corr1801.html#abs-1801-02610

Chaowei Xiao Jun-Yan Zhu Bo Li 0026 Warren He Mingyan Liu Dawn Song Spatially Transformed Adversarial Examples. 2018 abs/1801.02612 CoRR http://arxiv.org/abs/1801.02612 db/journals/corr/corr1801.html#abs-1801-02612

Xingjun Ma Bo Li 0026 Yisen Wang 0001 Sarah M. Erfani Sudanthi N. R. Wijewickrema Michael E. Houle Grant Schoenebeck Dawn Song James Bailey 0001 Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality. 2018 abs/1801.02613 CoRR http://arxiv.org/abs/1801.02613 db/journals/corr/corr1801.html#abs-1801-02613

Xinyun Chen Chang Liu 0021 Dawn Song Tree-to-tree Neural Networks for Program Translation. 2018 abs/1802.03691 CoRR http://arxiv.org/abs/1802.03691 db/journals/corr/corr1802.html#abs-1802-03691

Nicholas Carlini Chang Liu 0021 Jernej Kos Úlfar Erlingsson Dawn Song The Secret Sharer: Measuring Unintended Neural Network Memorization & Extracting Secrets. 2018 abs/1802.08232 CoRR http://arxiv.org/abs/1802.08232 db/journals/corr/corr1802.html#abs-1802-08232

Huichen Li Xiaojun Xu Chang Liu 0021 Teng Ren Kun Wu Xuezhi Cao Weinan Zhang 0001 Yong Yu 0001 Dawn Song A Machine Learning Approach To Prevent Malicious Calls Over Telephony Networks. 2018 abs/1804.02566 CoRR http://arxiv.org/abs/1804.02566 db/journals/corr/corr1804.html#abs-1804-02566

Raymond Cheng 0001 Fan Zhang 0022 Jernej Kos Warren He Nicholas Hynes 0001 Noah M. Johnson Ari Juels Andrew Miller 0001 Dawn Song Ekiden: A Platform for Confidentiality-Preserving, Trustworthy, and Performant Smart Contract Execution. 2018 abs/1804.05141 CoRR http://arxiv.org/abs/1804.05141 db/journals/corr/corr1804.html#abs-1804-05141

Qi-Zhi Cai Min Du 0003 Chang Liu 0021 Dawn Song Curriculum Adversarial Training. 2018 abs/1805.04807 CoRR http://arxiv.org/abs/1805.04807 db/journals/corr/corr1805.html#abs-1805-04807

Daniel Huang 0001 Prafulla Dhariwal Dawn Song Ilya Sutskever GamePad: A Learning Environment for Theorem Proving. 2018 abs/1806.00608 CoRR http://arxiv.org/abs/1806.00608 db/journals/corr/corr1806.html#abs-1806-00608

Nick Hynes Raymond Cheng 0001 Dawn Song Efficient Deep Learning on Multi-Source Private Data. 2018 abs/1807.06689 CoRR http://arxiv.org/abs/1807.06689 db/journals/corr/corr1807.html#abs-1807-06689

Kevin Eykholt Ivan Evtimov Earlence Fernandes Bo Li 0026 Amir Rahmati Florian Tramèr Atul Prakash 0001 Tadayoshi Kohno Dawn Song Physical Adversarial Examples for Object Detectors. 2018 abs/1807.07769 CoRR http://arxiv.org/abs/1807.07769 db/journals/corr/corr1807.html#abs-1807-07769

Noah M. Johnson Joseph P. Near Joseph M. Hellerstein Dawn Song Chorus: Differential Privacy via Query Rewriting. 2018 abs/1809.07750 CoRR http://arxiv.org/abs/1809.07750 db/journals/corr/corr1809.html#abs-1809-07750

Zhuolin Yang Bo Li 0026 Pin-Yu Chen Dawn Song Characterizing Audio Adversarial Examples Using Temporal Dependency. 2018 abs/1809.10875 CoRR http://arxiv.org/abs/1809.10875 db/journals/corr/corr1809.html#abs-1809-10875

Chaowei Xiao Ruizhi Deng Bo Li 0026 Fisher Yu 0001 Mingyan Liu Dawn Song Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation. 2018 abs/1810.05162 CoRR http://arxiv.org/abs/1810.05162 db/journals/corr/corr1810.html#abs-1810-05162

Charles Packer Katelyn Gao Jernej Kos Philipp Krähenbühl Vladlen Koltun Dawn Song Assessing Generalization in Deep Reinforcement Learning. 2018 abs/1810.12282 CoRR http://arxiv.org/abs/1810.12282 db/journals/corr/corr1810.html#abs-1810-12282

Mingjie Sun Jian Tang 0008 Huichen Li Bo Li 0026 Chaowei Xiao Yao Chen Dawn Song Data Poisoning Attack against Unsupervised Node Embedding Methods. 2018 abs/1810.12881 CoRR http://arxiv.org/abs/1810.12881 db/journals/corr/corr1810.html#abs-1810-12881

Ilia A. Lebedev Kyle Hogan Jules Drean David Kohlbrenner Dayeol Lee Krste Asanovic Dawn Song Srinivas Devadas Sanctorum: A lightweight security monitor for secure enclaves. 2018 abs/1812.10605 CoRR http://arxiv.org/abs/1812.10605 db/journals/corr/corr1812.html#abs-1812-10605

Elaine Shi T.-H. Hubert Chan Eleanor Gilbert Rieffel Dawn Song Distributed Private Data Analysis: Lower Bounds and Practical Constructions. 50:1-50:38 2017 13 ACM Trans. Algorithms 4 https://doi.org/10.1145/3146549 db/journals/talg/talg13.html#ShiCRS17

Xiaojun Xu Chang Liu 0021 Qian Feng Heng Yin 0001 Le Song Dawn Song Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection. 363-376 2017 CCS https://doi.org/10.1145/3133956.3134018 https://www.wikidata.org/entity/Q130803548 conf/ccs/2017 db/conf/ccs/ccs2017.html#XuLFYSS17 Neil Zhenqiang Gong Altay Ozen Yu Wu Xiaoyu Cao Richard Shin Dawn Song Hongxia Jin Xuan Bao PIANO: Proximity-Based User Authentication on Voice-Powered Internet-of-Things Devices. 2212-2219 2017 ICDCS https://doi.org/10.1109/ICDCS.2017.68 https://doi.ieeecomputersociety.org/10.1109/ICDCS.2017.68 conf/icdcs/2017 db/conf/icdcs/icdcs2017.html#GongOWCSSJB17 Jonathon Cai Richard Shin Dawn Song Making Neural Programming Architectures Generalize via Recursion. 2017 ICLR https://openreview.net/forum?id=BkbY4psgg conf/iclr/2017 db/conf/iclr/iclr2017.html#CaiSS17 Jernej Kos Dawn Song Delving into adversarial attacks on deep policies. 2017 ICLR (Workshop) https://openreview.net/forum?id=BJcib5mFe conf/iclr/2017w db/conf/iclr/iclr2017w.html#KosS17 Yanpei Liu Xinyun Chen Chang Liu 0021 Dawn Song Delving into Transferable Adversarial Examples and Black-box Attacks. 2017 ICLR (Poster) https://openreview.net/forum?id=Sys6GJqxl conf/iclr/2017 db/conf/iclr/iclr2017.html#LiuCLS17 Warren He James Wei Xinyun Chen Nicholas Carlini Dawn Song Adversarial Example Defense: Ensembles of Weak Defenses are not Strong. 2017 WOOT https://www.usenix.org/conference/woot17/workshop-program/presentation/he conf/woot/2017 db/conf/woot/woot2017.html#HeWCCS17 Mario Frank 0001 Tiffany Hwu Sakshi Jain Robert T. Knight Ivan Martinovic Prateek Mittal Daniele Perito Ivo Sluganovic Dawn Song Using EEG-Based BCI Devices to Subliminally Probe for Private Information. 133-136 2017 WPES@CCS https://doi.org/10.1145/3139550.3139559 conf/wpes/2017 db/conf/wpes/wpes2017.html#FrankHJKMMPSS17

Jernej Kos Ian Fischer Dawn Song Adversarial examples for generative models. 2017 abs/1702.06832 CoRR http://arxiv.org/abs/1702.06832 db/journals/corr/corr1702.html#KosFS17

Neil Zhenqiang Gong Altay Ozen Yu Wu Xiaoyu Cao Eui Chul Richard Shin Dawn Xiaodong Song Hongxia Jin Xuan Bao PIANO: Proximity-based User Authentication on Voice-Powered Internet-of-Things Devices. 2017 abs/1704.03118 CoRR http://arxiv.org/abs/1704.03118 db/journals/corr/corr1704.html#GongOWCSSJB17

Jonathon Cai Richard Shin Dawn Song Making Neural Programming Architectures Generalize via Recursion. 2017 abs/1704.06611 CoRR http://arxiv.org/abs/1704.06611 db/journals/corr/corr1704.html#CaiSS17

Jernej Kos Dawn Song Delving into adversarial attacks on deep policies. 2017 abs/1705.06452 CoRR http://arxiv.org/abs/1705.06452 db/journals/corr/corr1705.html#KosS17

Xinyun Chen Chang Liu 0021 Dawn Song Learning Neural Programs To Parse Programs. 2017 abs/1706.01284 CoRR http://arxiv.org/abs/1706.01284 db/journals/corr/corr1706.html#ChenLS17a

Warren He James Wei Xinyun Chen Nicholas Carlini Dawn Song Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong. 2017 abs/1706.04701 CoRR http://arxiv.org/abs/1706.04701 db/journals/corr/corr1706.html#HeWCCS17

Noah M. Johnson Joseph P. Near Dawn Xiaodong Song Practical Differential Privacy for SQL Queries Using Elastic Sensitivity. 2017 abs/1706.09479 CoRR http://arxiv.org/abs/1706.09479 db/journals/corr/corr1706.html#JohnsonNS17

Ivan Evtimov Kevin Eykholt Earlence Fernandes Tadayoshi Kohno Bo Li 0026 Atul Prakash 0001 Amir Rahmati Dawn Song Robust Physical-World Attacks on Machine Learning Models. 2017 abs/1707.08945 CoRR http://arxiv.org/abs/1707.08945 db/journals/corr/corr1707.html#EvtimovEFKLPRS17

Xiaojun Xu Chang Liu 0021 Qian Feng Heng Yin 0001 Le Song Dawn Song Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection. 2017 abs/1708.06525 CoRR http://arxiv.org/abs/1708.06525 db/journals/corr/corr1708.html#abs-1708-06525

Xiaojun Xu Xinyun Chen Chang Liu 0021 Anna Rohrbach Trevor Darrell Dawn Song Can you fool AI with adversarial examples on a visual Turing test? 2017 abs/1709.08693 CoRR http://arxiv.org/abs/1709.08693 db/journals/corr/corr1709.html#abs-1709-08693

Xiaojun Xu Chang Liu 0021 Dawn Song SQLNet: Generating Structured Queries From Natural Language Without Reinforcement Learning. 2017 abs/1711.04436 CoRR http://arxiv.org/abs/1711.04436 db/journals/corr/corr1711.html#abs-1711-04436

Xinyun Chen Chang Liu 0021 Bo Li 0026 Kimberly Lu Dawn Song Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning. 2017 abs/1712.05526 CoRR http://arxiv.org/abs/1712.05526 db/journals/corr/corr1712.html#abs-1712-05526

George Philipp Dawn Song Jaime G. Carbonell Gradients explode - Deep Networks are shallow - ResNet explained. 2017 abs/1712.05577 CoRR http://arxiv.org/abs/1712.05577 db/journals/corr/corr1712.html#abs-1712-05577

Ion Stoica Dawn Song Raluca Ada Popa David A. Patterson 0001 Michael W. Mahoney Randy H. Katz Anthony D. Joseph Michael I. Jordan Joseph M. Hellerstein Joseph E. Gonzalez Ken Goldberg Ali Ghodsi 0002 David E. Culler Pieter Abbeel A Berkeley View of Systems Challenges for AI. 2017 abs/1712.05855 CoRR http://arxiv.org/abs/1712.05855 db/journals/corr/corr1712.html#abs-1712-05855

Kevin Eykholt Ivan Evtimov Earlence Fernandes Bo Li 0026 Dawn Song Tadayoshi Kohno Amir Rahmati Atul Prakash 0001 Florian Tramèr Note on Attacking Object Detectors with Adversarial Stickers. 2017 abs/1712.08062 CoRR http://arxiv.org/abs/1712.08062 db/journals/corr/corr1712.html#abs-1712-08062

Arjun Nitin Bhagoji Warren He Bo Li 0026 Dawn Song Exploring the Space of Black-box Attacks on Deep Neural Networks. 2017 abs/1712.09491 CoRR http://arxiv.org/abs/1712.09491 db/journals/corr/corr1712.html#abs-1712-09491

Andrew Miller 0001 Yu Xia 0005 Kyle Croman Elaine Shi Dawn Song The Honey Badger of BFT Protocols. 31-42 2016 CCS https://doi.org/10.1145/2976749.2978399 https://www.wikidata.org/entity/Q64357331 conf/ccs/2016 db/conf/ccs/ccs2016.html#MillerXCSS16 Grant Ho Derek Leung Pratyush Mishra 0001 Ashkan Hosseini Dawn Song David A. Wagner 0001 Smart Locks: Lessons for Securing Commodity Internet of Things Devices. 461-472 2016 AsiaCCS https://doi.org/10.1145/2897845.2897886 https://www.wikidata.org/entity/Q57535038 conf/ccs/2016asia db/conf/ccs/asiaccs2016.html#HoLMHSW16 Kyle Croman Christian Decker 0002 Ittay Eyal Adem Efe Gencer Ari Juels Ahmed E. Kosba Andrew Miller 0001 Prateek Saxena Elaine Shi Emin Gün Sirer Dawn Song Roger Wattenhofer On Scaling Decentralized Blockchains - (A Position Paper). 106-125 2016 Financial Cryptography Workshops https://doi.org/10.1007/978-3-662-53357-4_8 https://www.wikidata.org/entity/Q56565882 conf/fc/2016w db/conf/fc/fc2016w.html#CromanDEGJKMSSS16 Dawn Song Formal verification for computer security: Lessons learned and future directions. 1 2016 FMCAD https://doi.org/10.1109/FMCAD.2016.7886647 conf/fmcad/2016 db/conf/fmcad/fmcad2016.html#Song16 Gilad Katz Eui Chul Richard Shin Dawn Song ExploreKit: Automatic Feature Generation and Selection. 979-984 2016 ICDM https://doi.org/10.1109/ICDM.2016.0123 https://doi.ieeecomputersociety.org/10.1109/ICDM.2016.0123 conf/icdm/2016 db/conf/icdm/icdm2016.html#KatzSS16 Chao Zhang 0008 Dawn Song Scott A. Carr Mathias Payer Tongxin Li 0002 Yu Ding Chengyu Song VTrust: Regaining Trust on Virtual Calls. 2016 NDSS http://wp.internetsociety.org/ndss/wp-content/uploads/sites/25/2017/09/vtrust-regaining-trust-virtual-calls.pdf conf/ndss/2016 db/conf/ndss/ndss2016.html#ZhangSCPLDS16 Chang Liu 0021 Xinyun Chen Eui Chul Richard Shin Mingcheng Chen Dawn Xiaodong Song Latent Attention For If-Then Program Synthesis. 4574-4582 2016 NIPS https://proceedings.neurips.cc/paper/2016/hash/716e1b8c6cd17b771da77391355749f3-Abstract.html http://papers.nips.cc/paper/6284-latent-attention-for-if-then-program-synthesis conf/nips/2016 db/conf/nips/nips2016.html#LiuCSCS16

Xinyun Chen Chang Liu 0021 Eui Chul Richard Shin Dawn Song Mingcheng Chen Latent Attention For If-Then Program Synthesis. 2016 abs/1611.01867 CoRR http://arxiv.org/abs/1611.01867 db/journals/corr/corr1611.html#ChenLSSC16

Yanpei Liu Xinyun Chen Chang Liu 0021 Dawn Song Delving into Transferable Adversarial Examples and Black-box Attacks. 2016 abs/1611.02770 CoRR http://arxiv.org/abs/1611.02770 db/journals/corr/corr1611.html#LiuCLS16

Andrew Miller 0001 Yu Xia 0005 Kyle Croman Elaine Shi Dawn Song The Honey Badger of BFT Protocols. 199 2016 2016 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2016/199 db/journals/iacr/iacr2016.html#MillerXCSS16

Kevin Zhijie Chen Warren He Devdatta Akhawe Vijay D'Silva Prateek Mittal Dawn Song ASPIRE: Iterative Specification Synthesis for Security. 2015 HotOS https://www.usenix.org/conference/hotos15/workshop-program/presentation/chen_kevin conf/hotos/2015 db/conf/hotos/hotos2015.html#ChenHADMS15 Chao Zhang 0008 Mehrdad Niknami Kevin Zhijie Chen Chengyu Song Zhaofeng Chen Dawn Song JITScope: Protecting web users from control-flow hijacking attacks. 567-575 2015 INFOCOM https://doi.org/10.1109/INFOCOM.2015.7218424 conf/infocom/2015 db/conf/infocom/infocom2015.html#ZhangNCSCS15 Chao Zhang 0008 Chengyu Song Kevin Zhijie Chen Zhaofeng Chen Dawn Song VTint: Protecting Virtual Function Tables' Integrity. 2015 NDSS https://www.ndss-symposium.org/ndss2015/vtint-protecting-virtual-function-tables-integrity conf/ndss/2015 db/conf/ndss/ndss2015.html#ZhangSCCS15 Vijay D'Silva Mathias Payer Dawn Xiaodong Song The Correctness-Security Gap in Compiler Optimization. 73-87 2015 IEEE Symposium on Security and Privacy Workshops https://doi.org/10.1109/SPW.2015.33 https://doi.ieeecomputersociety.org/10.1109/SPW.2015.33 conf/sp/2015w db/conf/sp/spw2015.html#DSilvaPS15 Eui Chul Richard Shin Dawn Song Reza Moazzezi Recognizing Functions in Binaries with Neural Networks. 611-626 2015 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity15/technical-sessions/presentation/shin conf/uss/2015 db/conf/uss/uss2015.html#ShinSM15

Neil Zhenqiang Gong Ameet Talwalkar Lester W. Mackey Ling Huang 0001 Eui Chul Richard Shin Emil Stefanov Elaine Shi Dawn Song Joint Link Prediction and Attribute Inference Using a Social-Attribute Network. 27:1-27:20 2014 5 ACM Trans. Intell. Syst. Technol. 2 https://doi.org/10.1145/2594455 https://www.wikidata.org/entity/Q123016825 db/journals/tist/tist5.html#GongTMHSSSS14

Warren He Devdatta Akhawe Sumeet Jain Elaine Shi Dawn Xiaodong Song ShadowCrypt: Encrypted Web Applications for Everyone. 1028-1039 2014 CCS https://doi.org/10.1145/2660267.2660326 conf/ccs/2014 db/conf/ccs/ccs2014.html#HeAJSS14 Volodymyr Kuznetsov Laszlo Szekeres Mathias Payer George Candea R. Sekar 0001 Dawn Song Code-Pointer Integrity. 147-163 2014 OSDI https://www.usenix.org/conference/osdi14/technical-sessions/presentation/kuznetsov conf/osdi/2014 db/conf/osdi/osdi2014.html#KuznetsovSPCSS14 Zhiwei Li Warren He Devdatta Akhawe Dawn Song The Emperor's New Password Manager: Security Analysis of Web-based Password Managers. 465-479 2014 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity14/technical-sessions/presentation/li_zhiwei conf/uss/2014 db/conf/uss/uss2014.html#LiHAS14 Devdatta Akhawe Warren He Zhiwei Li Reza Moazzezi Dawn Song Clickjacking Revisited: A Perceptual View of UI Security. 2014 WOOT https://www.usenix.org/conference/woot14/workshop-program/presentation/akhawe conf/woot/2014 db/conf/woot/woot2014.html#AkhaweHLMS14 Heng Yin 0001 Dawn Song Automatic Malware Analysis - An Emulator Based Approach. 2013 i-ix, 1-73 Springer Springer Briefs in Computer Science 978-1-4614-5522-6 978-1-4614-5523-3 https://doi.org/10.1007/978-1-4614-5523-3

Juan Caballero Dawn Song Automatic protocol reverse-engineering: Message format extraction and field semantics inference. 451-474 2013 57 Comput. Networks 2 https://doi.org/10.1016/j.comnet.2012.08.003 db/journals/cn/cn57.html#CaballeroS13

Mario Frank 0001 Ralf Biedert Eugene Ma Ivan Martinovic Dawn Song Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication. 136-148 2013 8 IEEE Trans. Inf. Forensics Secur. 1 https://doi.org/10.1109/TIFS.2012.2225048 db/journals/tifs/tifs8.html#FrankBMMS13

Martin Maas 0001 Eric Love Emil Stefanov Mohit Tiwari Elaine Shi Krste Asanovic John Kubiatowicz Dawn Song PHANTOM: practical oblivious computation in a secure processor. 311-324 2013 CCS https://doi.org/10.1145/2508859.2516692 conf/ccs/2013 db/conf/ccs/ccs2013.html#MaasLSTSAKS13 Dan Caselden Alex Bazhanyuk Mathias Payer Stephen McCamant Dawn Song HI-CFG: Construction by Binary Analysis and Application to Attack Polymorphism. 164-181 2013 ESORICS https://doi.org/10.1007/978-3-642-40203-6_10 conf/esorics/2013 db/conf/esorics/esorics2013.html#CaseldenBPMS13 Devdatta Akhawe Frank Li 0001 Warren He Prateek Saxena Dawn Song Data-Confined HTML5 Applications. 736-754 2013 ESORICS https://doi.org/10.1007/978-3-642-40203-6_41 conf/esorics/2013 db/conf/esorics/esorics2013.html#AkhaweLHSS13 Shuaifu Dai Alok Tongaonkar Xiaoyin Wang Antonio Nucci Dawn Song NetworkProfiler: Towards automatic fingerprinting of Android apps. 809-817 2013 INFOCOM https://doi.org/10.1109/INFCOM.2013.6566868 conf/infocom/2013 db/conf/infocom/infocom2013.html#DaiTWNS13 Chia Yuan Cho Vijay D'Silva Dawn Song BLITZ: Compositional bounded model checking for real-world programs. 136-146 2013 ASE https://doi.org/10.1109/ASE.2013.6693074 conf/kbse/2013 db/conf/kbse/ase2013.html#ChoDS13 Kevin Zhijie Chen Noah M. Johnson Vijay D'Silva Shuaifu Dai Kyle MacNamara Thomas R. Magrino Edward XueJun Wu Martin C. Rinard Dawn Xiaodong Song Contextual Policy Enforcement in Android Applications with Permission Event Graphs. 2013 NDSS https://www.ndss-symposium.org/ndss2013/contextual-policy-enforcement-android-applications-permission-event-graphs conf/ndss/2013 db/conf/ndss/ndss2013.html#ChenJDDMMWRS13 Prateek Mittal Charalampos Papamanthou Dawn Xiaodong Song Preserving Link Privacy in Social Network Based Systems. 2013 NDSS https://www.ndss-symposium.org/ndss2013/preserving-link-privacy-social-network-based-systems conf/ndss/2013 db/conf/ndss/ndss2013.html#MittalPS13 Alok Tongaonkar Shuaifu Dai Antonio Nucci Dawn Song Understanding Mobile App Usage Patterns Using In-App Advertisements. 63-72 2013 PAM https://doi.org/10.1007/978-3-642-36516-4_7 conf/pam/2013 db/conf/pam/pam2013.html#TongaonkarDNS13 Arman Boehm Dongqu Chen Mario Frank 0001 Ling Huang 0001 Cynthia Kuo Tihomir Lolic Ivan Martinovic Dawn Song SAFE: Secure authentication with Face and Eyes. 1-8 2013 PRISMS https://doi.org/10.1109/PRISMS.2013.6927175 conf/prisms/2013 db/conf/prisms/prisms2013.html#BoehmCFHKLMS13 Laszlo Szekeres Mathias Payer Tao Wei 0002 Dawn Song SoK: Eternal War in Memory. 48-62 2013 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2013.13 https://doi.ieeecomputersociety.org/10.1109/SP.2013.13 conf/sp/2013 db/conf/sp/sp2013.html#SzekeresPWS13 Chao Zhang 0008 Tao Wei 0002 Zhaofeng Chen Lei Duan Laszlo Szekeres Stephen McCamant Dawn Song Wei Zou Practical Control Flow Integrity and Randomization for Binary Executables. 559-573 2013 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2013.44 https://doi.ieeecomputersociety.org/10.1109/SP.2013.44 conf/sp/2013 db/conf/sp/sp2013.html#ZhangWCDSMSZ13

Neil Zhenqiang Gong Wenchang Xu Dawn Song Reciprocity in Social Networks: Measurements, Predictions, and Implications http://arxiv.org/abs/1302.6309 2013 CoRR abs/1302.6309 db/journals/corr/corr1302.html#abs-1302-6309

Mario Frank 0001 Tiffany Hwu Sakshi Jain Robert T. Knight Ivan Martinovic Prateek Mittal Daniele Perito Dawn Song Subliminal Probing for Private Information via EEG-Based BCI Devices. 2013 abs/1312.6052 CoRR http://arxiv.org/abs/1312.6052 db/journals/corr/corr1312.html#FrankHJKMMPS13

Dawn Song Elaine Shi Ian Fischer Umesh Shankar Cloud Data Protection for the Masses. 39-45 2012 45 Computer 1 https://doi.org/10.1109/MC.2012.1 http://doi.ieeecomputersociety.org/10.1109/MC.2012.1 db/journals/computer/computer45.html#SongSFS12

Domagoj Babic Daniel Reynaud Dawn Song Recognizing malicious software behaviors with tree automata inference. 107-128 2012 41 Formal Methods Syst. Des. 1 https://doi.org/10.1007/s10703-012-0149-1 db/journals/fmsd/fmsd41.html#BabicRS12

Adam Barth Benjamin I. P. Rubinstein Mukund Sundararajan John C. Mitchell Dawn Song Peter L. Bartlett A Learning-Based Approach to Reactive Security. 482-493 2012 9 IEEE Trans. Dependable Secur. Comput. 4 https://doi.org/10.1109/TDSC.2011.42 http://doi.ieeecomputersociety.org/10.1109/TDSC.2011.42 https://www.wikidata.org/entity/Q114894647 db/journals/tdsc/tdsc9.html#BarthRSMSB12

Lorenzo Martignoni Stephen McCamant Pongsin Poosankam Dawn Song Petros Maniatis Path-exploration lifting: hi-fi tests for lo-fi emulators. 337-348 2012 ASPLOS https://doi.org/10.1145/2150976.2151012 https://doi.org/10.1145/2248487.2151012 https://doi.org/10.1145/2189750.2151012 https://www.wikidata.org/entity/Q128312145 conf/asplos/2012 db/conf/asplos/asplos2012.html#MartignoniMPSM12 Steve Hanna Ling Huang 0001 Edward XueJun Wu Saung Li Charles Chen Dawn Song Juxtapp: A Scalable System for Detecting Code Reuse among Android Applications. 62-81 2012 DIMVA https://doi.org/10.1007/978-3-642-37300-8_4 conf/dimva/2012 db/conf/dimva/dimva2012.html#HannaHWLCS12 T.-H. Hubert Chan Elaine Shi Dawn Song Optimal Lower Bound for Differentially Private Multi-party Aggregation. 277-288 2012 ESA https://doi.org/10.1007/978-3-642-33090-2_25 conf/esa/2012 db/conf/esa/esa2012.html#ChanSS12 T.-H. Hubert Chan Elaine Shi Dawn Song Privacy-Preserving Stream Aggregation with Fault Tolerance. 200-214 2012 Financial Cryptography https://doi.org/10.1007/978-3-642-32946-3_15 conf/fc/2012 db/conf/fc/fc2012.html#ChanSS12 Mario Frank 0001 Ben Dong Adrienne Porter Felt Dawn Song Mining Permission Request Patterns from Android and Facebook Applications. 870-875 2012 ICDM https://doi.org/10.1109/ICDM.2012.86 https://doi.ieeecomputersociety.org/10.1109/ICDM.2012.86 conf/icdm/2012 db/conf/icdm/icdm2012.html#FrankDFS12 Samuel Smith Jae Yeon (Claire) Baek Zhaoyi Kang Dawn Song Laurent El Ghaoui Mario Frank 0001 Predicting Congressional Votes Based on Campaign Finance Data. 640-645 2012 ICMLA (1) https://doi.org/10.1109/ICMLA.2012.119 conf/icmla/2012-1 db/conf/icmla/icmla2012-1.html#SmithBKSGF12 Neil Zhenqiang Gong Wenchang Xu Ling Huang 0001 Prateek Mittal Emil Stefanov Vyas Sekar Dawn Song Evolution of social-attribute networks: measurements, modeling, and implications using google+. 131-144 2012 Internet Measurement Conference https://doi.org/10.1145/2398776.2398792 conf/imc/2012 db/conf/imc/imc2012.html#GongXHMSSS12 Gabriel Maganis Elaine Shi Hao Chen 0003 Dawn Song Opaak: using mobile phones to limit anonymous identities online. 295-308 2012 MobiSys https://doi.org/10.1145/2307636.2307664 conf/mobisys/2012 db/conf/mobisys/mobisys2012.html#MaganisSCS12 Daniel Reynaud Dawn Xiaodong Song Thomas R. Magrino Edward XueJun Wu Eui Chul Richard Shin FreeMarket: Shopping for free in Android applications. 2012 NDSS https://www.ndss-symposium.org/ndss2012/freemarket-shopping-free-android-applications conf/ndss/2012 db/conf/ndss/ndss2012.html#ReynaudSMWS12 Emil Stefanov Elaine Shi Dawn Xiaodong Song Towards Practical Oblivious RAM. 2012 NDSS https://www.ndss-symposium.org/ndss2012/towards-practical-oblivious-ram conf/ndss/2012 db/conf/ndss/ndss2012.html#StefanovSS12 Emil Stefanov Elaine Shi Dawn Song Policy-Enhanced Private Set Intersection: Sharing Information While Enforcing Privacy Policies. 413-430 2012 Public Key Cryptography https://doi.org/10.1007/978-3-642-30057-8_25 conf/pkc/2012 db/conf/pkc/pkc2012.html#StefanovSS12 Prashanth Mohan Abhradeep Thakurta Elaine Shi Dawn Song David E. Culler GUPT: privacy preserving data analysis made easy. 349-360 2012 SIGMOD Conference https://doi.org/10.1145/2213836.2213876 conf/sigmod/2012 db/conf/sigmod/sigmod2012.html#MohanTSSC12 Arvind Narayanan Hristo S. Paskov Neil Zhenqiang Gong John Bethencourt Emil Stefanov Eui Chul Richard Shin Dawn Song On the Feasibility of Internet-Scale Author Identification. 300-314 2012 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2012.46 https://doi.ieeecomputersociety.org/10.1109/SP.2012.46 conf/sp/2012 db/conf/sp/sp2012.html#NarayananPGBSSS12 Lorenzo Martignoni Pongsin Poosankam Matei Zaharia Jun Han 0001 Stephen McCamant Dawn Song Vern Paxson Adrian Perrig Scott Shenker Ion Stoica Cloud Terminal: Secure Access to Sensitive Applications from Untrusted Systems. 165-182 2012 USENIX ATC https://www.usenix.org/conference/atc12/technical-sessions/presentation/martignoni conf/usenix/2012 db/conf/usenix/usenix2012.html#MartignoniPZHMSPPSS12 Ivan Martinovic Doug Davies Mario Frank 0001 Daniele Perito Tomas Ros Dawn Song On the Feasibility of Side-Channel Attacks with Brain-Computer Interfaces. 143-158 2012 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity12/technical-sessions/presentation/martinovic conf/uss/2012 db/conf/uss/uss2012.html#MartinovicDFPRS12 Devdatta Akhawe Prateek Saxena Dawn Song Privilege Separation in HTML5 Applications. 429-444 2012 USENIX Security Symposium https://www.usenix.org/conference/usenixsecurity12/technical-sessions/presentation/akhawe conf/uss/2012 db/conf/uss/uss2012.html#AkhaweSS12 Mohit Tiwari Prashanth Mohan Andrew Osheroff Hilfi Alkaff Elaine Shi Eric Love Dawn Song Krste Asanovic Context-centric Security. 2012 HotSec https://www.usenix.org/conference/hotsec12/workshop-program/presentation/tiwari conf/uss/2012hotsec db/conf/uss/hotsec2012.html#TiwariMOASLSA12

Mario Frank 0001 Ralf Biedert Eugene Ma Ivan Martinovic Dawn Song Touchalytics: On the Applicability of Touchscreen Input as a Behavioral Biometric for Continuous Authentication http://arxiv.org/abs/1207.6231 2012 CoRR abs/1207.6231 db/journals/corr/corr1207.html#abs-1207-6231

Prateek Mittal Charalampos Papamanthou Dawn Song Preserving Link Privacy in Social Network Based Systems http://arxiv.org/abs/1208.6189 2012 CoRR abs/1208.6189 db/journals/corr/corr1208.html#abs-1208-6189

Neil Zhenqiang Gong Wenchang Xu Ling Huang 0001 Prateek Mittal Emil Stefanov Vyas Sekar Dawn Song Evolution of Social-Attribute Networks: Measurements, Modeling, and Implications using Google+ http://arxiv.org/abs/1209.0835 2012 CoRR abs/1209.0835 db/journals/corr/corr1209.html#abs-1209-0835

Mario Frank 0001 Ben Dong Adrienne Porter Felt Dawn Song Mining Permission Request Patterns from Android and Facebook Applications (extended author version) http://arxiv.org/abs/1210.2429 2012 CoRR abs/1210.2429 db/journals/corr/corr1210.html#abs-1210-2429

T.-H. Hubert Chan Elaine Shi Dawn Song Optimal Lower Bound for Differentially Private Multi-Party Aggregation. 373 2012 2012 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2012/373 db/journals/iacr/iacr2012.html#ChanSS12

Haowen Chan Hsu-Chun Hsiao Adrian Perrig Dawn Song Secure Distributed Data Aggregation. 149-201 2011 3 Found. Trends Databases 3 https://doi.org/10.1561/1900000025 db/journals/ftdb/ftdb3.html#ChanHPS11

David (Yu) Zhu Jaeyeon Jung Dawn Song Tadayoshi Kohno David Wetherall TaintEraser: protecting sensitive data leaks using application-level taint tracking. 142-154 2011 45 ACM SIGOPS Oper. Syst. Rev. 1 https://doi.org/10.1145/1945023.1945039 https://www.wikidata.org/entity/Q131135831 db/journals/sigops/sigops45.html#ZhuJSKW11

Giuseppe Ateniese Randal C. Burns Reza Curtmola Joseph Herring Osama Khan Lea Kissner Zachary N. J. Peterson Dawn Song Remote data checking using provable data possession. 12:1-12:34 2011 14 ACM Trans. Inf. Syst. Secur. 1 https://doi.org/10.1145/1952982.1952994 https://www.wikidata.org/entity/Q114977755 db/journals/tissec/tissec14.html#AtenieseBCHKKPS11

T.-H. Hubert Chan Elaine Shi Dawn Song Private and Continual Release of Statistics. 26:1-26:24 2011 14 ACM Trans. Inf. Syst. Secur. 3 https://doi.org/10.1145/2043621.2043626 db/journals/tissec/tissec14.html#ChanSS11

Domagoj Babic Daniel Reynaud Dawn Song Malware Analysis with Tree Automata Inference. 116-131 2011 CAV https://doi.org/10.1007/978-3-642-22110-1_10 conf/cav/2011 db/conf/cav/cav2011.html#BabicRS11 Mike Samuel Prateek Saxena Dawn Song Context-sensitive auto-sanitization in web templating languages using type qualifiers. 587-600 2011 CCS https://doi.org/10.1145/2046707.2046775 conf/ccs/2011 db/conf/ccs/ccs2011.html#SamuelSS11 Adrienne Porter Felt Erika Chin Steve Hanna Dawn Song David A. Wagner 0001 Android permissions demystified. 627-638 2011 CCS https://doi.org/10.1145/2046707.2046779 conf/ccs/2011 db/conf/ccs/ccs2011.html#FeltCHSW11 Joel Weinberger Prateek Saxena Devdatta Akhawe Matthew Finifter Eui Chul Richard Shin Dawn Song A Systematic Analysis of XSS Sanitization in Web Application Frameworks. 150-171 2011 ESORICS https://doi.org/10.1007/978-3-642-23822-2_9 conf/esorics/2011 db/conf/esorics/esorics2011.html#WeinbergerSAFSS11 Petros Maniatis Devdatta Akhawe Kevin R. Fall Elaine Shi Dawn Song Do You Know Where Your Data Are? Secure Data Capsules for Deployable Data Protection. 2011 HotOS https://www.usenix.org/conference/hotosxiii/do-you-know-where-your-data-are-secure-data-capsules-deployable-data-protection conf/hotos/2011 db/conf/hotos/hotos2011.html#ManiatisAFSS11 Kurt Thomas Chris Grier Dawn Song Vern Paxson Suspended accounts in retrospect: an analysis of twitter spam. 243-258 2011 Internet Measurement Conference https://doi.org/10.1145/2068816.2068840 https://orkg.org/orkg/resource/R108235 conf/imc/2011 db/conf/imc/imc2011.html#ThomasGSP11 Domagoj Babic Lorenzo Martignoni Stephen McCamant Dawn Song Statically-directed dynamic automated test generation. 12-22 2011 ISSTA https://doi.org/10.1145/2001420.2001423 https://www.wikidata.org/entity/Q56534942 conf/issta/2011 db/conf/issta/issta2011.html#BabicMMS11 Min Gyung Kang Stephen McCamant Pongsin Poosankam Dawn Song DTA++: Dynamic Taint Analysis with Targeted Control-Flow Propagation. 2011 NDSS conf/ndss/2011 db/conf/ndss/ndss2011.html#KangMPS11 Elaine Shi T.-H. Hubert Chan Eleanor Gilbert Rieffel Richard Chow Dawn Song Privacy-Preserving Aggregation of Time-Series Data. 2011 NDSS https://www.ndss-symposium.org/ndss2011/privacy-preserving-aggregation-of-time-series-data conf/ndss/2011 db/conf/ndss/ndss2011.html#ShiCRCS11 Daisuke Mashima Prateek Sarkar Elaine Shi Chris Li Richard Chow Dawn Song Privacy settings from contextual attributes: A case study using Google Buzz. 257-262 2011 PerCom Workshops https://doi.org/10.1109/PERCOMW.2011.5766879 https://doi.ieeecomputersociety.org/10.1109/PERCOMW.2011.5766879 conf/percom/2011w db/conf/percom/percomw2011.html#MashimaSSLCS11 Noah M. Johnson Juan Caballero Kevin Zhijie Chen Stephen McCamant Pongsin Poosankam Daniel Reynaud Dawn Song Differential Slicing: Identifying Causal Execution Differences for Security Applications. 347-362 2011 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2011.41 https://doi.ieeecomputersociety.org/10.1109/SP.2011.41 https://www.wikidata.org/entity/Q69435881 conf/sp/2011 db/conf/sp/sp2011.html#JohnsonCCMPRS11 Kurt Thomas Chris Grier Justin Ma Vern Paxson Dawn Song Design and Evaluation of a Real-Time URL Spam Filtering Service. 447-462 2011 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2011.25 https://doi.ieeecomputersociety.org/10.1109/SP.2011.25 conf/sp/2011 db/conf/sp/sp2011.html#ThomasGMPS11 Chia Yuan Cho Domagoj Babic Pongsin Poosankam Kevin Zhijie Chen Edward XueJun Wu Dawn Song MACE: Model-inference-Assisted Concolic Exploration for Protocol and Vulnerability Discovery. 2011 USENIX Security Symposium http://static.usenix.org/events/sec11/tech/full_papers/Cho.pdf conf/uss/2011 db/conf/uss/uss2011.html#ChoBPCWS11 Steve Hanna Rolf Rolles Andres Molina-Markham Pongsin Poosankam Jeremiah Blocki Kevin Fu Dawn Song Take Two Software Updates and See Me in the Morning: The Case for Software Security Evaluations of Medical Devices. 2011 HealthSec https://www.usenix.org/conference/healthsec11/take-two-software-updates-and-see-me-morning-case-software-security conf/uss/2011healthsec db/conf/uss/healthsec2011.html#HannaRMPBFS11 Joel Weinberger Adam Barth Dawn Song Towards Client-side HTML Security Policies. 2011 HotSec https://www.usenix.org/conference/hotsec11/towards-client-side-html-security-policies conf/uss/2011hotsec db/conf/uss/hotsec2011.html#WeinbergerBS11

Emil Stefanov Elaine Shi Dawn Song Towards Practical Oblivious RAM http://arxiv.org/abs/1106.3652 2011 CoRR abs/1106.3652 db/journals/corr/corr1106.html#abs-1106-3652

Adam Barth Saung Li Benjamin I. P. Rubinstein Dawn Song How Open Should Open Source Be? http://arxiv.org/abs/1109.0507 2011 CoRR abs/1109.0507 db/journals/corr/corr1109.html#abs-1109-0507

Neil Zhenqiang Gong Ameet Talwalkar Lester W. Mackey Ling Huang 0001 Eui Chul Richard Shin Emil Stefanov Elaine Shi Dawn Song Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN) http://arxiv.org/abs/1112.3265 2011 CoRR abs/1112.3265 db/journals/corr/corr1112.html#abs-1112-3265

Emil Stefanov Elaine Shi Dawn Song Policy-Enhanced Private Set Intersection: Sharing Information While Enforcing Privacy Policies. 509 2011 2011 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2011/509 db/journals/iacr/iacr2011.html#StefanovSS11

T.-H. Hubert Chan Elaine Shi Dawn Song Privacy-Preserving Stream Aggregation with Fault Tolerance. 655 2011 2011 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2011/655 db/journals/iacr/iacr2011.html#ChanSS11

Juan Caballero Pongsin Poosankam Stephen McCamant Domagoj Babic Dawn Song Input generation via decomposition and re-stitching: finding bugs in Malware. 413-425 2010 CCS https://doi.org/10.1145/1866307.1866354 conf/ccs/2010 db/conf/ccs/ccs2010.html#CaballeroPMBS10 Chia Yuan Cho Domagoj Babic Eui Chul Richard Shin Dawn Song Inference and analysis of formal models of botnet command and control protocols. 426-439 2010 CCS https://doi.org/10.1145/1866307.1866355 https://www.wikidata.org/entity/Q130971312 conf/ccs/2010 db/conf/ccs/ccs2010.html#ChocSS10 Devdatta Akhawe Adam Barth Peifung E. Lam John C. Mitchell Dawn Song Towards a Formal Foundation of Web Security. 290-304 2010 CSF https://doi.org/10.1109/CSF.2010.27 https://doi.ieeecomputersociety.org/10.1109/CSF.2010.27 conf/csfw/2010 db/conf/csfw/csf2010.html#AkhaweBLMS10 Heng Yin 0001 Pongsin Poosankam Steve Hanna Dawn Xiaodong Song HookScout: Proactive Binary-Centric Hook Detection. 1-20 2010 DIMVA https://doi.org/10.1007/978-3-642-14215-4_1 conf/dimva/2010 db/conf/dimva/dimva2010.html#YinPHS10 Adam Barth Benjamin I. P. Rubinstein Mukund Sundararajan John C. Mitchell Dawn Song Peter L. Bartlett A Learning-Based Approach to Reactive Security. 192-206 2010 Financial Cryptography https://doi.org/10.1007/978-3-642-14577-3_16 conf/fc/2010 db/conf/fc/fc2010.html#BarthRSMSB10 John Bethencourt Elaine Shi Dawn Song Signatures of Reputation. 400-407 2010 Financial Cryptography https://doi.org/10.1007/978-3-642-14577-3_35 conf/fc/2010 db/conf/fc/fc2010.html#BethencourtSS10 T.-H. Hubert Chan Elaine Shi Dawn Song Private and Continual Release of Statistics. 405-417 2010 ICALP (2) https://doi.org/10.1007/978-3-642-14162-1_34 conf/icalp/2010-2 db/conf/icalp/icalp2010-2.html#ChanSS10 Chia Yuan Cho Juan Caballero Chris Grier Vern Paxson Dawn Song Insights from the Inside: A View of Botnet Management from Infiltration. 2010 LEET https://www.usenix.org/conference/leet-10/insights-inside-view-botnet-management-infiltration conf/leet/2010 db/conf/leet/leet2010.html#ChoCGPS10 Juan Caballero Noah M. Johnson Stephen McCamant Dawn Song Binary Code Extraction and Interface Identification for Security Applications. 2010 NDSS https://www.ndss-symposium.org/ndss2010/binary-code-extraction-and-interface-identification-security-applications conf/ndss/2010 db/conf/ndss/ndss2010.html#CaballeroJMS10 Prateek Saxena Steve Hanna Pongsin Poosankam Dawn Song FLAX: Systematic Discovery of Client-side Validation Vulnerabilities in Rich Web Applications. 2010 NDSS https://www.ndss-symposium.org/ndss2010/flax-systematic-discovery-client-side-validation-vulnerabilities-rich-web-applications conf/ndss/2010 db/conf/ndss/ndss2010.html#SaxenaHPS10 Prateek Saxena Devdatta Akhawe Steve Hanna Feng Mao Stephen McCamant Dawn Song A Symbolic Execution Framework for JavaScript. 513-528 2010 IEEE Symposium on Security and Privacy https://doi.org/10.1109/SP.2010.38 https://doi.ieeecomputersociety.org/10.1109/SP.2010.38 conf/sp/2010 db/conf/sp/sp2010.html#SaxenaAHMMS10 Paul Barford Marc Dacier Thomas G. Dietterich Matt Fredrikson Jonathon T. Giffin Sushil Jajodia Somesh Jha Jason H. Li Peng Liu 0005 Peng Ning Xinming Ou Dawn Song Laura Strater Vipin Swarup George P. Tadda C. Wang John Yen Cyber SA: Situational Awareness for Cyber Defense. 3-13 2010 Cyber Situational Awareness https://doi.org/10.1007/978-1-4419-0140-8_1 https://www.wikidata.org/entity/Q57441256 series/ais/46 db/series/ais/ais46.html#BarfordDDFGJJLLNOSSSTWY10

T.-H. Hubert Chan Elaine Shi Dawn Song Private and Continual Release of Statistics. 76 2010 2010 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2010/076 db/journals/iacr/iacr2010.html#ChanSS10

Debin Gao Michael K. Reiter Dawn Xiaodong Song Beyond Output Voting: Detecting Compromised Replicas Using HMM-Based Behavioral Distance. 96-110 2009 6 IEEE Trans. Dependable Secur. Comput. 2 https://doi.org/10.1109/TDSC.2008.39 http://doi.ieeecomputersociety.org/10.1109/TDSC.2008.39 db/journals/tdsc/tdsc6.html#GaoRS09

John Bethencourt Dawn Xiaodong Song Brent Waters New Techniques for Private Stream Searching. 2009 12 ACM Trans. Inf. Syst. Secur. 3 https://doi.org/10.1145/1455526.1455529 db/journals/tissec/tissec12.html#BethencourtSW09 16:1-16:32

Min Gyung Kang Heng Yin 0001 Steve Hanna Stephen McCamant Dawn Song Emulating emulation-resistant malware. 11-22 2009 VMSec@CCS https://doi.org/10.1145/1655148.1655151 https://www.wikidata.org/entity/Q131128046 conf/ccs/2009vmsec db/conf/ccs/vmsec2009.html#KangYHMS09 Juan Caballero Pongsin Poosankam Christian Kreibich Dawn Xiaodong Song Dispatcher: enabling active botnet infiltration using automatic protocol reverse-engineering. 621-634 2009 CCS https://doi.org/10.1145/1653662.1653737 conf/ccs/2009 db/conf/ccs/ccs2009.html#CaballeroPKS09 Prateek Saxena Pongsin Poosankam Stephen McCamant Dawn Song Loop-extended symbolic execution on binary programs. 225-236 2009 ISSTA https://doi.org/10.1145/1572272.1572299 https://www.wikidata.org/entity/Q131122433 conf/issta/2009 db/conf/issta/issta2009.html#SaxenaPMS09 Yacin Nadji Prateek Saxena Dawn Song Document Structure Integrity: A Robust Basis for Cross-site Scripting Defense. 2009 NDSS https://www.ndss-symposium.org/ndss2009/document-structure-integrity-a-robust-basis-for-cross-site-scripting-defense/ conf/ndss/2009 db/conf/ndss/ndss2009.html#NadjiSS09 Shobha Venkataraman Avrim Blum Dawn Song Subhabrata Sen Oliver Spatscheck Tracking Dynamic Sources of Malicious Activity at Internet Scale. 1946-1954 2009 NIPS https://proceedings.neurips.cc/paper/2009/hash/b6edc1cd1f36e45daf6d7824d7bb2283-Abstract.html http://papers.nips.cc/paper/3807-tracking-dynamic-sources-of-malicious-activity-at-internet-scale conf/nips/2009 db/conf/nips/nips2009.html#VenkataramanBSSS09 James Newsome Stephen McCamant Dawn Song Measuring channel capacity to distinguish undue influence. 73-85 2009 PLAS https://doi.org/10.1145/1554339.1554349 https://doi.org/10.1145/1667209.1667217 conf/pldi/2009plas db/conf/pldi/plas2009.html#NewsomeMS09 Juan Caballero Zhenkai Liang Pongsin Poosankam Dawn Song Towards Generating High Coverage Vulnerability-Based Signatures with Protocol-Level Constraint-Guided Exploration. 161-181 2009 RAID https://doi.org/10.1007/978-3-642-04342-0_9 conf/raid/2009 db/conf/raid/raid2009.html#CaballeroLPS09 Adam Barth Juan Caballero Dawn Song Secure Content Sniffing for Web Browsers, or How to Stop Papers from Reviewing Themselves. 360-371 2009 SP https://doi.org/10.1109/SP.2009.3 https://doi.ieeecomputersociety.org/10.1109/SP.2009.3 conf/sp/2009 db/conf/sp/sp2009.html#BarthCS09 Adam Barth Joel Weinberger Dawn Song Cross-Origin JavaScript Capability Leaks: Detection, Exploitation, and Defense. 187-198 2009 USENIX Security Symposium http://www.usenix.org/events/sec09/tech/full_papers/barth.pdf conf/uss/2009 db/conf/uss/uss2009.html#BarthWS09 Radu Sion Dawn Song Proceedings of the first ACM Cloud Computing Security Workshop, CCSW 2009, Chicago, IL, USA, November 13, 2009 ACM CCSW 2009 978-1-60558-784-4 http://dl.acm.org/citation.cfm?id=1655008 db/conf/ccs/ccsw2009.html

Adam Barth Benjamin I. P. Rubinstein Mukund Sundararajan John C. Mitchell Dawn Xiaodong Song Peter L. Bartlett A Learning-Based Approach to Reactive Security http://arxiv.org/abs/0912.1155 2009 CoRR abs/0912.1155 db/journals/corr/corr0912.html#abs-0912-1155

David Brumley James Newsome Dawn Song Hao Wang 0112 Somesh Jha Theory and Techniques for Automatic Generation of Vulnerability-Based Signatures. 224-241 2008 5 IEEE Trans. Dependable Secur. Comput. 4 https://doi.org/10.1109/TDSC.2008.55 http://doi.ieeecomputersociety.org/10.1109/TDSC.2008.55 db/journals/tdsc/tdsc5.html#BrumleyNSWJ08

Debin Gao Michael K. Reiter Dawn Xiaodong Song BinHunt: Automatically Finding Semantic Differences in Binary Programs. 238-255 2008 ICICS https://doi.org/10.1007/978-3-540-88625-9_16 conf/icics/2008 db/conf/icics/icics2008.html#GaoRS08 Dawn Xiaodong Song David Brumley Heng Yin 0001 Juan Caballero Ivan Jager Min Gyung Kang Zhenkai Liang James Newsome Pongsin Poosankam Prateek Saxena BitBlaze: A New Approach to Computer Security via Binary Analysis. 1-25 2008 ICISS https://doi.org/10.1007/978-3-540-89862-7_1 https://www.wikidata.org/entity/Q126896560 conf/iciss/2008 db/conf/iciss/iciss2008.html#SongBYCJKLNPS08 John Bethencourt Dawn Song Brent Waters Analysis-Resistant Malware. 2008 NDSS https://www.ndss-symposium.org/ndss2008/analysis-resistant-malware/ conf/ndss/2008 db/conf/ndss/ndss2008.html#BethencourtSW08 Juan Caballero Theocharis Kampouris Dawn Song Jia Wang Would Diversity Really Increase the Robustness of the Routing Infrastructure against Software Defects? 2008 NDSS https://www.ndss-symposium.org/ndss2008/would-diversity-really-increase-robustness-routing-infrastructure-against-software-defects/ conf/ndss/2008 db/conf/ndss/ndss2008.html#CaballeroKSW08 Shobha Venkataraman Avrim Blum Dawn Song Limits of Learning-based Signature Generation with Adversaries. 2008 NDSS https://www.ndss-symposium.org/ndss2008/limits-of-learning-based-signature-generation-with-adversaries/ conf/ndss/2008 db/conf/ndss/ndss2008.html#VenkataramanBS08 Heng Yin 0001 Zhenkai Liang Dawn Song HookFinder: Identifying and Understanding Malware Hooking Behaviors. 2008 NDSS https://www.ndss-symposium.org/ndss2008/hookfinder-identifying-and-understanding-malware-hooking-behaviors/ conf/ndss/2008 db/conf/ndss/ndss2008.html#YinLS08 David Brumley Pongsin Poosankam Dawn Xiaodong Song Jiang Zheng 0002 Automatic Patch-Based Exploit Generation is Possible: Techniques and Implications. 143-157 2008 SP https://doi.org/10.1109/SP.2008.17 https://doi.ieeecomputersociety.org/10.1109/SP.2008.17 conf/sp/2008 db/conf/sp/sp2008.html#BrumleyPSZ08 David Brumley Cody Hartwig Zhenkai Liang James Newsome Dawn Xiaodong Song Heng Yin 0001 Automatically Identifying Trigger-based Behavior in Malware. 65-88 2008 Botnet Detection https://doi.org/10.1007/978-0-387-68768-1_4 series/ais/36 db/series/ais/ais36.html#BrumleyHLNSY08

Haowen Chan Adrian Perrig Bartosz Przydatek Dawn Xiaodong Song SIA: Secure information aggregation in sensor networks. 69-102 2007 15 J. Comput. Secur. 1 https://doi.org/10.3233/jcs-2007-15104 https://www.wikidata.org/entity/Q114943970 db/journals/jcs/jcs15.html#ChanPPS07

Heng Yin 0001 Dawn Xiaodong Song Manuel Egele Christopher Kruegel Engin Kirda Panorama: capturing system-wide information flow for malware detection and analysis. 116-127 2007 CCS https://doi.org/10.1145/1315245.1315261 https://www.wikidata.org/entity/Q131130240 conf/ccs/2007 db/conf/ccs/ccs2007.html#YinSEKK07 Juan Caballero Heng Yin 0001 Zhenkai Liang Dawn Xiaodong Song Polyglot: automatic extraction of protocol message format using dynamic binary analysis. 317-329 2007 CCS https://doi.org/10.1145/1315245.1315286 https://www.wikidata.org/entity/Q126896561 conf/ccs/2007 db/conf/ccs/ccs2007.html#CaballeroYLS07 Giuseppe Ateniese Randal C. Burns Reza Curtmola Joseph Herring Lea Kissner Zachary N. J. Peterson Dawn Xiaodong Song Provable data possession at untrusted stores. 598-609 2007 CCS https://doi.org/10.1145/1315245.1315318 conf/ccs/2007 db/conf/ccs/ccs2007.html#AtenieseBCHKPS07 David Brumley Hao Wang 0112 Somesh Jha Dawn Xiaodong Song Creating Vulnerability Signatures Using Weakest Preconditions. 311-325 2007 CSF https://doi.org/10.1109/CSF.2007.17 https://doi.ieeecomputersociety.org/10.1109/CSF.2007.17 conf/csfw/2007 db/conf/csfw/csf2007.html#BrumleyWJS07 Min Gyung Kang Juan Caballero Dawn Xiaodong Song Distributed Evasive Scan Techniques and Countermeasures. 157-174 2007 conf/dimva/2007 DIMVA https://doi.org/10.1007/978-3-540-73614-1_10 db/conf/dimva/dimva2007.html#KangCS07 Joseph A. Tucek James Newsome Shan Lu 0001 Chengdu Huang Spiros Xanthos David Brumley Yuanyuan Zhou 0001 Dawn Xiaodong Song Sweeper: a lightweight end-to-end system for defending against fast worms. 115-128 2007 conf/eurosys/2007 EuroSys https://doi.org/10.1145/1272996.1273010 db/conf/eurosys/eurosys2007.html#TucekNLHXBZS07 Yan Gao 0003 Yao Zhao 0003 Robert T. Schweller Shobha Venkataraman Yan Chen 0004 Dawn Xiaodong Song Ming-Yang Kao Detecting Stealthy Spreaders Using Online Outdegree Histograms. 145-153 2007 IWQoS https://doi.org/10.1109/IWQOS.2007.376561 conf/iwqos/2007 db/conf/iwqos/iwqos2007.html#GaoZSVCSK07 David Brumley Dawn Xiaodong Song Tzi-cker Chiueh Rob Johnson 0001 Huijia Lin RICH: Automatically Protecting Against Integer-Based Vulnerabilities. 2007 NDSS https://www.ndss-symposium.org/ndss2007/rich-automatically-protecting-against-integer-based-vulnerabilities/ conf/ndss/2007 db/conf/ndss/ndss2007.html#BrumleySCJL07 Shobha Venkataraman Juan Caballero Pongsin Poosankam Min Gyung Kang Dawn Xiaodong Song Fig: Automatic Fingerprint Generation. 2007 NDSS https://www.ndss-symposium.org/ndss2007/fig-automatic-fingerprint-generation/ conf/ndss/2007 db/conf/ndss/ndss2007.html#VenkataramanCPKS07 Elaine Shi John Bethencourt T.-H. Hubert Chan Dawn Xiaodong Song Adrian Perrig Multi-Dimensional Range Query over Encrypted Data. 350-364 2007 conf/sp/2007 S&P https://doi.org/10.1109/SP.2007.29 https://doi.ieeecomputersociety.org/10.1109/SP.2007.29 db/conf/sp/sp2007.html#ShiBCSP07 Manuel Egele Christopher Kruegel Engin Kirda Heng Yin 0001 Dawn Xiaodong Song Dynamic Spyware Analysis. 233-246 2007 conf/usenix/2007 USENIX ATC http://www.usenix.org/events/usenix07/tech/egele.html db/conf/usenix/usenix2007.html#EgeleKKYS07 Shobha Venkataraman Subhabrata Sen Oliver Spatscheck Patrick Haffner Dawn Song Exploiting Network Structure for Proactive Spam Mitigation. 2007 USENIX Security Symposium https://www.usenix.org/conference/16th-usenix-security-symposium/exploiting-network-structure-proactive-spam-mitigation conf/uss/2007 db/conf/uss/uss2007.html#VenkataramanSSHS07 David Brumley James Newsome Dawn Song Sting: An End-to-End Self-Healing System for Defending against Internet Worms. 147-170 2007 Malware Detection https://doi.org/10.1007/978-0-387-44599-1_7 series/ais/27 db/series/ais/ais27.html#BrumleyNS07 Mihai Christodorescu Somesh Jha Douglas Maughan Dawn Song Cliff Wang Malware Detection 27 Advances in Information Security Springer 2007 https://doi.org/10.1007/978-0-387-44599-1 978-0-387-32720-4 db/series/ais/ais27.html

Giuseppe Ateniese Randal C. Burns Reza Curtmola Joseph Herring Lea Kissner Zachary N. J. Peterson Dawn Song Provable Data Possession at Untrusted Stores. 202 2007 2007 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2007/202 db/journals/iacr/iacr2007.html#AtenieseBCHKPS07

Abraham Yaar Adrian Perrig Dawn Song StackPi: New Packet Marking and Filtering Mechanisms for DDoS and IP Spoofing Defense. 1853-1863 2006 24 IEEE J. Sel. Areas Commun. 10 https://doi.org/10.1109/JSAC.2006.877138 db/journals/jsac/jsac24.html#YaarPS06

David Brumley Li-Hao Liu Pongsin Poosankam Dawn Xiaodong Song Design space and analysis of worm defense strategies. 125-137 2006 conf/ccs/2006 AsiaCCS https://doi.org/10.1145/1128817.1128837 db/conf/ccs/ccs2006.html#BrumleyLPS06 Haowen Chan Adrian Perrig Dawn Xiaodong Song Secure hierarchical in-network aggregation in sensor networks. 278-287 2006 conf/ccs/2006usa CCS https://doi.org/10.1145/1180405.1180440 db/conf/ccs/ccs2006usa.html#ChanPS06 James Newsome David Brumley Jason Franklin Dawn Xiaodong Song Replayer: automatic protocol replay by binary analysis. 311-321 2006 conf/ccs/2006usa CCS https://doi.org/10.1145/1180405.1180444 db/conf/ccs/ccs2006usa.html#NewsomeBFS06 Shobha Venkataraman Juan Caballero Dawn Song Avrim Blum Jennifer Yates Black Box Anomaly Detection: Is It Utopian?. 2006 HotNets http://conferences.sigcomm.org/hotnets/2006/venkataraman06black.pdf conf/hotnets/2006 db/conf/hotnets/hotnets2006.html#VenkataramanCSB06 James Newsome David Brumley Dawn Xiaodong Song Vulnerability-Specific Execution Filtering for Exploit Prevention on Commodity Software. 2006 conf/ndss/2006 NDSS https://www.ndss-symposium.org/ndss2006/vulnerability-specific-execution-filtering-exploit-prevention-commodity-software/ db/conf/ndss/ndss2006.html#NewsomeBSCK06 Debin Gao Michael K. Reiter Dawn Xiaodong Song Behavioral Distance Measurement Using Hidden Markov Models. 19-40 2006 conf/raid/2006 RAID https://doi.org/10.1007/11856214_2 db/conf/raid/raid2006.html#GaoRS06 James Newsome Brad Karp Dawn Xiaodong Song Paragraph: Thwarting Signature Learning by Training Maliciously. 81-105 2006 conf/raid/2006 RAID https://doi.org/10.1007/11856214_5 db/conf/raid/raid2006.html#NewsomeKS06 David Brumley James Newsome Dawn Xiaodong Song Hao Wang 0112 Somesh Jha Towards Automatic Generation of Vulnerability-Based Signatures. 2-16 2006 conf/sp/2006 S&P https://doi.org/10.1109/SP.2006.41 https://doi.ieeecomputersociety.org/10.1109/SP.2006.41 db/conf/sp/sp2006.html#BrumleyNSWJ06 John Bethencourt Dawn Xiaodong Song Brent Waters New Constructions and Practical Applications for Private Stream Searching (Extended Abstract). 132-139 2006 conf/sp/2006 S&P https://doi.org/10.1109/SP.2006.27 https://doi.ieeecomputersociety.org/10.1109/SP.2006.27 db/conf/sp/sp2006.html#BethencourtSW06 David Brumley Dawn Song Towards Attack-Agnostic Defenses. 2006 HotSec https://www.usenix.org/conference/hotsec-06/towards-attack-agnostic-defenses conf/uss/2006hotsec db/conf/uss/hotsec2006.html#BrumleyS06 Lea Kissner Dawn Xiaodong Song Privacy-Preserving Set Operations. 241-257 2005 conf/crypto/2005 CRYPTO https://doi.org/10.1007/11535218_15 db/conf/crypto/crypto2005.html#KissnerS05 Abraham Yaar Adrian Perrig Dawn Xiaodong Song FIT: fast Internet traceback. 1395-1406 2005 conf/infocom/2005 INFOCOM https://doi.org/10.1109/INFCOM.2005.1498364 db/conf/infocom/infocom2005.html#YaarPS05 Rui Xue 0001 Dawn Song Zhenfeng Zhang Dengguo Feng A Generic Scheme for Zero-Knowledge Sets. 249-263 2005 IWAP http://www.booksonline.iospress.nl/Content/View.aspx?piid=1247 conf/iwap/2005 db/conf/iwap/iwap2005.html#XueSZF05 James Newsome Dawn Xiaodong Song Dynamic Taint Analysis for Automatic Detection, Analysis, and SignatureGeneration of Exploits on Commodity Software. 2005 conf/ndss/2005 NDSS https://www.ndss-symposium.org/ndss2005/dynamic-taint-analysis-automatic-detection-analysis-and-signaturegeneration-exploits-commodity/ db/conf/ndss/ndss2005.html#NewsomeS05 Shobha Venkataraman Dawn Xiaodong Song Phillip B. Gibbons Avrim Blum New Streaming Algorithms for Fast Detection of Superspreaders. 2005 conf/ndss/2005 NDSS https://www.ndss-symposium.org/ndss2005/new-streaming-algorithms-fast-detection-superspreaders/ db/conf/ndss/ndss2005.html#VenkataramanSGB05 Debin Gao Michael K. Reiter Dawn Xiaodong Song Behavioral Distance for Intrusion Detection. 63-81 2005 conf/raid/2005 RAID https://doi.org/10.1007/11663812_4 db/conf/raid/raid2005.html#GaoRS05 Mihai Christodorescu Somesh Jha Sanjit A. Seshia Dawn Xiaodong Song Randal E. Bryant Semantics-Aware Malware Detection. 32-46 2005 conf/sp/2005 S&P https://doi.org/10.1109/SP.2005.20 https://doi.ieeecomputersociety.org/10.1109/SP.2005.20 db/conf/sp/sp2005.html#ChristodorescuJSSB05 James Newsome Brad Karp Dawn Xiaodong Song Polygraph: Automatically Generating Signatures for Polymorphic Worms. 226-241 2005 conf/sp/2005 S&P https://doi.org/10.1109/SP.2005.15 https://doi.ieeecomputersociety.org/10.1109/SP.2005.15 db/conf/sp/sp2005.html#NewsomeKS05

Adrian Perrig Dawn Song Ran Canetti J. D. Tygar Bob Briscoe Timed Efficient Stream Loss-Tolerant Authentication (TESLA): Multicast Source Authentication Transform Introduction. 2005 1-22 RFC 4082 June https://doi.org/10.17487/RFC4082 https://www.wikidata.org/entity/Q47462950 db/journals/rfc/rfc4000-4099.html

Lea Kissner Alina Oprea Michael K. Reiter Dawn Xiaodong Song Ke Yang 0005 Private Keyword-Based Push and Pull with Applications to Anonymous Communication. 16-30 https://doi.org/10.1007/978-3-540-24852-1_2 2004 conf/acns/2004 ACNS db/conf/acns/acns2004.html#KissnerORSY04 Debin Gao Michael K. Reiter Dawn Xiaodong Song Gray-box extraction of execution graphs for anomaly detection. 318-329 2004 conf/ccs/2004ccs CCS https://doi.org/10.1145/1030083.1030126 https://www.wikidata.org/entity/Q60356434 db/conf/ccs/ccs2004p.html#GaoRS04 Cynthia Wong Chenxi Wang Dawn Xiaodong Song Stan Bielski Gregory R. Ganger Dynamic Quarantine of Internet Worms. 73-82 2004 conf/dsn/2004 DSN https://doi.org/10.1109/DSN.2004.1311878 https://doi.ieeecomputersociety.org/10.1109/DSN.2004.1311878 db/conf/dsn/dsn2004.html#WongWSBG04 James Newsome Elaine Shi Dawn Xiaodong Song Adrian Perrig The sybil attack in sensor networks: analysis & defenses. 259-268 2004 conf/ipsn/2004 IPSN https://doi.org/10.1145/984622.984660 https://doi.org/10.1109/IPSN.2004.1307346 db/conf/ipsn/ipsn2004.html#NewsomeSSP04 Avrim Blum Dawn Xiaodong Song Shobha Venkataraman Detection of Interactive Stepping Stones: Algorithms and Confidence Bounds. 258-277 https://doi.org/10.1007/978-3-540-30143-1_14 2004 conf/raid/2004 RAID db/conf/raid/raid2004.html#BlumSV04 Abraham Yaar Adrian Perrig Dawn Xiaodong Song SIFF: A Stateless Internet Flow Filter to Mitigate DDoS Flooding Attacks. 130- 2004 conf/sp/2004 S&P https://doi.org/10.1109/SECPRI.2004.1301320 https://doi.ieeecomputersociety.org/10.1109/SECPRI.2004.1301320 db/conf/sp/sp2004.html#YaarPS04 David Brumley Dawn Xiaodong Song Privtrans: Automatically Partitioning Programs for Privilege Separation. 57-72 2004 conf/uss/2004 USENIX Security Symposium http://www.usenix.org/publications/library/proceedings/sec04/tech/brumley.html db/conf/uss/uss2004.html#BrumleyS04 Debin Gao Michael K. Reiter Dawn Xiaodong Song On Gray-Box Program Tracking for Anomaly Detection. 103-118 2004 conf/uss/2004 USENIX Security Symposium http://www.usenix.org/publications/library/proceedings/sec04/tech/gao.html db/conf/uss/uss2004.html#GaoRS04 James Newsome Dawn Xiaodong Song GEM: graph eMbedding for routing and data-centric storage in sensor networks without geographic information. 76-88 2003 conf/sensys/2003 SenSys https://doi.org/10.1145/958491.958501 db/conf/sensys/sensys2003.html#NewsomeS03 Bartosz Przydatek Dawn Xiaodong Song Adrian Perrig SIA: secure information aggregation in sensor networks. 255-265 2003 conf/sensys/2003 SenSys https://doi.org/10.1145/958491.958521 db/conf/sensys/sensys2003.html#PrzydatekSP03 Abraham Yaar Adrian Perrig Dawn Xiaodong Song Pi: A Path Identification Mechanism to Defend against DDoS Attack. 93- 2003 conf/sp/2003 S&P https://doi.org/10.1109/SECPRI.2003.1199330 https://doi.ieeecomputersociety.org/10.1109/SECPRI.2003.1199330 db/conf/sp/sp2003.html#YaarPS03 Haowen Chan Adrian Perrig Dawn Xiaodong Song Random Key Predistribution Schemes for Sensor Networks. 197- 2003 conf/sp/2003 S&P https://doi.org/10.1109/SECPRI.2003.1199337 https://doi.ieeecomputersociety.org/10.1109/SECPRI.2003.1199337 db/conf/sp/sp2003.html#ChanPS03 Robert Johnson David Molnar Dawn Xiaodong Song David A. Wagner 0001 Homomorphic Signature Schemes. 244-262 2002 conf/ctrsa/2002 CT-RSA https://doi.org/10.1007/3-540-45760-7_17 db/conf/ctrsa/ctrsa2002.html#JohnsonMSW02 Giuseppe Ateniese Dawn Xiaodong Song Gene Tsudik Quasi-Efficient Revocation in Group Signatures. 183-197 https://doi.org/10.1007/3-540-36504-4_14 2002 conf/fc/2002 Financial Cryptography db/conf/fc/fc2002.html#AtenieseST02 Dawn Xiaodong Song J. D. Tygar David Zuckerman Expander Graphs for Digital Stream Authentication and Robust Overlay Networks. 258-270 2002 conf/sp/2002 S&P https://doi.org/10.1109/SECPRI.2002.1004376 db/conf/sp/sp2002.html#SongTZ02

Dawn Xiaodong Song Sergey Berezin Adrian Perrig Athena: A Novel Approach to Efficient Automatic Security Protocol Analysis. 47-74 2001 9 J. Comput. Secur. 1/2 db/journals/jcs/jcs9.html#SongBP01 https://doi.org/10.3233/jcs-2001-91-203 https://www.wikidata.org/entity/Q114944290

Dawn Xiaodong Song Adrian Perrig Doantam Phan AGVI - Automatic Generation, Verification, and Implementation of Security Protocols. 241-245 2001 conf/cav/2001 CAV https://doi.org/10.1007/3-540-44585-4_21 db/conf/cav/cav2001.html#SongPP01 Scott A. Crosby Ian Goldberg 0001 Robert Johnson Dawn Xiaodong Song David A. Wagner 0001 A Cryptanalysis of the High-Bandwidth Digital Content Protection System. 192-200 2001 conf/ccs/2001drm Digital Rights Management Workshop https://doi.org/10.1007/3-540-47870-1_12 db/conf/ccs/ccsdrm2001.html#CrosbyGJSW01 Dawn Xiaodong Song Practical forward secure group signature schemes. 225-234 2001 conf/ccs/2001 CCS https://doi.org/10.1145/501983.502015 db/conf/ccs/ccs2001.html#Song01 Dawn Xiaodong Song Adrian Perrig Advanced and Authenticated Marking Schemes for IP Traceback. 878-886 2001 conf/infocom/2001 INFOCOM https://doi.org/10.1109/INFCOM.2001.916279 https://doi.ieeecomputersociety.org/10.1109/INFCOM.2001.916279 db/conf/infocom/infocom2001-2.html#SongP01 Adrian Perrig Sean W. Smith Dawn Xiaodong Song J. D. Tygar SAM: A Flexible and Secure Auction Architecture Using Trusted Hardware. 170 2001 conf/ipps/2001 IPDPS db/conf/ipps/ipdps2001.html#PerrigSST01 https://doi.org/10.1109/IPDPS.2001.925165 https://doi.ieeecomputersociety.org/10.1109/IPDPS.2001.925165 Adrian Perrig Ran Canetti Dawn Xiaodong Song J. D. Tygar Efficient and Secure Source Authentication for Multicast. 2001 conf/ndss/2001 NDSS https://www.ndss-symposium.org/ndss2001/efficient-and-secure-source-authentication-multicast/ db/conf/ndss/ndss2001.html#PerrigCST01 Adrian Perrig Dawn Xiaodong Song J. D. Tygar ELK, A New Protocol for Efficient Large-Group Key Distribution. 247-262 2001 conf/sp/2001 S&P https://doi.org/10.1109/SECPRI.2001.924302 https://doi.ieeecomputersociety.org/10.1109/SECPRI.2001.924302 db/conf/sp/sp2001.html#PerrigST01 Dawn Xiaodong Song David A. Wagner 0001 Xuqing Tian Timing Analysis of Keystrokes and Timing Attacks on SSH. 2001 USENIX Security Symposium http://www.usenix.org/publications/library/proceedings/sec01/song.html conf/uss/2001 db/conf/uss/uss2001.html#SongWT01

Giuseppe Ateniese Dawn Song Gene Tsudik Quasi-Efficient Revocation of Group Signatures. 101 2001 2001 IACR Cryptol. ePrint Arch. http://eprint.iacr.org/2001/101 db/journals/iacr/iacr2001.html#AtenieseST01

Adrian Perrig Dawn Song Looking for Diamonds in the Desert - Extending Automatic Protocol Generation to Three-Party Authentication and Key Agreement Protocols. 64-76 2000 conf/csfw/2000 CSFW https://doi.org/10.1109/CSFW.2000.856926 https://doi.ieeecomputersociety.org/10.1109/CSFW.2000.856926 db/conf/csfw/csfw2000.html#PerrigS00 Adrian Perrig Dawn Xiaodong Song A First Step Towards the Automatic Generation of Security Protocols. 2000 conf/ndss/2000 NDSS https://www.ndss-symposium.org/ndss2000/first-step-towards-automatic-generation-security-protocols-paper/ db/conf/ndss/ndss2000.html#PerrigS00 Dawn Xiaodong Song David A. Wagner 0001 Adrian Perrig Practical Techniques for Searches on Encrypted Data. 44-55 2000 conf/sp/2000 S&P https://doi.org/10.1109/SECPRI.2000.848445 https://doi.ieeecomputersociety.org/10.1109/SECPRI.2000.848445 db/conf/sp/sp2000.html#SongWP00 Adrian Perrig Ran Canetti J. D. Tygar Dawn Xiaodong Song Efficient Authentication and Signing of Multicast Streams over Lossy Channels. 56-73 2000 conf/sp/2000 S&P https://doi.org/10.1109/SECPRI.2000.848446 https://doi.ieeecomputersociety.org/10.1109/SECPRI.2000.848446 db/conf/sp/sp2000.html#PerrigCTS00 Dawn Xiaodong Song Athena: A New Efficient Automatic Checker for Security Protocol Analysis. 192-202 1999 conf/csfw/1999 CSFW https://doi.org/10.1109/CSFW.1999.779773 https://doi.ieeecomputersociety.org/10.1109/CSFW.1999.779773 db/conf/csfw/csfw1999.html#Song99 Pieter Abbeel Chike Abuah Daron Acemoglu Ashwin Acharya Bayo Adekanmbi Olubayo Adekanmbi Lakshya A. Agrawal Ishtiyaque Ahmad Xinyue Ai Olubunmi Ajala Devdatta Akhawe Fahad Albalawi Gabriel Alfour Atheer Alharbi Dan Alistarh Hilfi Alkaff Basel Alomair Gustavo Alonso Marwan Alserkal Hend Alzahrani Anima Anandkumar Markus Anderljung David G. Andersen Nicolas Angelard-GontierNicolas Gontier Ruth E. AppelRuth Elisabeth Appel Negar Arabzadeh Ron Arel Akul Arora Amit Arora Sanjeev Arora Simran Arora Krste Asanovic N. Asokan Giuseppe Ateniese Matteo Avalle Brendan Avent Guillaume Avrin Domagoj Babic Jae Yeon (Claire) Baek Haoyue Bai 0001 Haoyue Bai 0002 James Bailey 0001 Peter Bailis Osama Bajaber Vidhisha Balachandran Elron Bandel Kevin Bankston Xuan Bao Yuxuan Bao Simone Baratta Fazl Barez Paul Barford Andrea Baronchelli Victor Barres Clark W. Barrett Luiz André Barroso Adam Barth Peter L. Bartlett Brian R. Bartoldson Steven Basart Alessandro Basile Osbert Bastani Nathaniel D. Bastian Jay J. Van Bavel Atilim Günes Baydin Alex Bazhanyuk Michael Belinsky Sylvain Bellemare Aurélien Bellet Imane Bello Chris BenderChristopher Bender Michael Bendersky Yoshua Bengio Nikita Benkovich Mehdi Bennis Sergey Berezin Tamay Besiroglu John Bethencourt Arjun Nitin Bhagoji Bhrugu Bharathi Siddharth M. Bhatia Anwesh Bhattacharya Stella Biderman Ralf Biedert Stan Bielski Sarah Bird Borhane Blili-Hamelin Jeremiah Blocki Avrim Blum Arman Boehm Paul Bogdan Miranda Bogen Rishi Bommasani Kallista A. Bonawitz Dan Boneh Nick Bostrom Malo Bourgon Brad Boyd Mark Brakel Jan Markus BraunerJan Brauner Bob Briscoe Tom B. Brown David Brumley Olivia Bruvik Randal E. Bryant Erik Brynjolfsson Yuheng Bu Chris Buckland Saikiran Bulusu Collin Burns Randal C. Burns Elie Bursztein Ellie Burzstein Christian Busch Nathan Butters Michael J. Byun Juan Caballero Joan Cabezas Massimo Caccia Chaochao Cai Jonathon Cai Matthew Cai Qi-Zhi Cai Tianle Cai Will Cai James Campbell Siméon Campos George Candea Ran Canetti Bochuan Cao Li Cao Sara Cao Xiaoyu Cao Xuezhi Cao Yadi Cao Yuhan Cao Michael Carbin Jaime G. Carbonell Nicholas Carlini Scott A. Carr André C. P. L. F. de CarvalhoAndré Carlos Ponce de Leon Ferreira de Carvalho Dan Caselden Stephen Casper Duncan Cass-Beggs Paul Castro Bryan Catanzaro Lorenzo Cavallaro Mert Cemri Sarah H. Cen Jonah Cha Meeyoung Cha Huacan Chai Wenhao Chai Stefanos Chaliasos Haowen Chan Jun Shern Chan T.-H. Hubert Chan Ethan Y. Chang Zachary Charles Sarah E. Chasins Swarat Chaudhuri Jennifer T. ChayesJennifer Tour Chayes Kevin Cheang Brad Chen Canyu Chen Charles Chen Cuiyuanxiu Chen Danqi Chen 0001 Dongqu Chen Edwin Chen Felix Chen Hao Chen 0003 Jiahao Chen Jialuo Chen Jingbang Chen Jinghui Chen Junze Chen Kevin Zhijie Chen Lei Chen Lijie Chen 0001 Lingjie Chen Mingcheng Chen Muhao Chen 0001 Nuo Chen 0002 Pengyu Chen Pin-Yu Chen Qian Chen 0003 Sarah Li Chen Si Chen 0008 Tianlong Chen 0001 Tianqi Chen 0001 Weixin Chen Xiaoxing Chen Xinyun Chen Xuan Chen 0003 Yan Chen 0004 Yao Chen Yueqi Chen 0001 Yuqi Chen Zexing Chen Zhaofeng Chen Zhaorun Chen Zhi Chen 0028 Zhongzhu Chen Ziru Chen Zitao Chen Zui Chen Jiajun Cheng Lufeng Cheng Monica Xiao Cheng Peng Cheng 0001 Raymond Cheng 0001 Yu Cheng 0001 Yutong Cheng Zerui Cheng Ziheng Cheng Alexander Cheung Alvin Cheung Erika Chin Tzi-cker Chiueh Chia Yuan Cho Edward Choi 0002 Jason Choi Jihye Choi Yejin Choi 0001 Leshem Choshen Prerit Choudhary Tanzeem Choudhury Richard Chow Amrita Roy Chowdhury 0001 Rumman Chowdhury Miranda Christ Nicholas A. Christakis Peter Ebert Christensen Paul F. Christiano Mihai Christodorescu Christos Christodoulopoulos 0001 Xieting Chu Eric S. Chung Peter Cihon Jeff Clune Riccardo Cogo Ilona Cohen Anderson Compalas A. Feder Cooper Graham Cormode Ella Corren Ryan Cottone Nicholas Crispino Andrew Critch Kyle Croman Natacha Crooks Scott A. Crosby Elena Cryst Mariano-Florentino Cuellar Yong Cui 0001 Atticus Cull David E. Culler Rachel Cummings Reza Curtmola Mahavir Dabas Marc Dacier Juntao Dai Qinrun Dai Shuaifu Dai William J. DallyBill Dally David Dalrymple David Dao David Darais Trevor Darrell Anupam Datta Isaac David Doug Davies Xander Davies Jared DavisJared Quincy Davis Jeffrey DeanJeff Dean Edoardo Debenedetti Christian Decker 0002 Agnès Delaborde Nardos Demilew Ruizhi Deng Xiang Deng 0001 Rahul Desai Srini DevadasSrinivas Devadas Prafulla Dhariwal Inderjit S. Dhillon Thomas G. Dietterich James Diffenderfer Alexandros G. Dimakis Bolin Ding Jeffrey Ding Yangruibo Ding Yiming Ding Yu Ding Rafael Gregorio Lucas D'OliveiraRafael G. L. D'Oliveira Ann-Kathrin Dombrowski Ben Dong Ziwei Dong Evan Dorundo Anca D. Dragan Jules Drean Alexandre Drouin Vijay D'Silva Alexander Du Hao Du Min Du 0003 Sean Du Simon S. Du Xuefeng Du Jinhao Duan Kefei Duan Lei Duan Pradeep Dubey Riya Dulepet Ritik Dutta David Duvenaud Adam Dziedzic Nouha Dziri Benjamin Edwards Manuel Egele Hubert Eichner Francisco Girbal EirasFrancisco Eiras Seun Eisape Jacob Eisenstein Amit Elazari Charles Elkan Casey John Ellis Marquita Ellis Fatima Elsheimy Joshua Engels Alex Engler Sarah M. Erfani Úlfar Erlingsson Jens Ernstberger David Evans 0001 James Evans Owain Evans Ivan Evtimov Ittay Eyal Kevin Eykholt Andrés Fábrega Jaiden Fairoze Kevin R. Fall Jinyu Fan Meng Fang Pengcheng Fang Zhiyong Fang Kate Farris Li Fei-Fei 0001 Soheil Feizi Adrienne Porter Felt Edward W. Felten Aosong Feng Dengguo Feng Qian Feng Shangbin Feng Earlence Fernandes Matthew Finifter Jaime Fernández Fisac Ian Fischer Jillian Fisher Kathleen Fisher David A. Forsyth Eric Fosler-Lussier Bronwyn Fox Philip Fox Roy Fox Mario Frank 0001 Jason Franklin Matt Fredrikson André Freitas Jie Fu 0001 Kevin Fu Pascale Fung Grigori Fursin Pranav Gaddamadugu Yu Gai Lindsey A. Gailmard Yarin Gal Vijay Ganesh 0001 Gregory R. Ganger Gal Gantar Debin Gao Huan-ang Gao Katelyn Gao Peng Gao 0008 Qiqi Gao Yan Gao 0003 David García 0001 Josh Gardner 0001 Ben Garfinkel Ishir Garg Sanjam Garg Zachary Garrett Gonzalo Munilla Garrido Adrià Gascón Alice Gatti Chang Ge 0002 Suqin Ge Harley Geiger Jonas Geiping Adem Efe Gencer Haoran Geng Xinyang Geng Arthur Gervais Lise Getoor Udaya Ghai Laurent El Ghaoui Badih Ghazi Ali Ghodsi 0002 Avijit Ghosh Phillip B. Gibbons Garth A. Gibson Jonathon T. Giffin Peter J. Gilbert Amandeep Singh Gill Justin Gilmer Adam Gleave Shashwat Goel Ian Goldberg 0001 Kenneth Y. GoldbergKen Goldberg Micah Goldblum Amit Goldenberg Danielle Goldfarb Tom Goldstein Bofan Gong Chenyu Gong Linyuan Gong Neil Zhenqiang GongNeil Gong 0001 Ruihao Gong Joseph Gonzalez 0001Joseph E. Gonzalez Noah Goodman Justin Emile GottschlichJustin Gottschlich Boyu Gou Pierre-Olivier Gourinchas Chris Grier Thomas L. Griffiths 0001 Marco Gruteser Jia-Chen Gu Jindong Gu Shangding Gu Arnav Gudibande Beliz Gunel Sam Gunn Chengquan Guo Ethan Guo Mike Guo Phillip Guo Qing Guo 0005 Shiyuan Guo Suyue Guo Wenbo Guo 0002 Wentao Guo Yanpei Guo Divya Gupta 0001 Kavi Gupta Manish Gupta 0002 Rahul Gupta 0001 Trinabh Gupta Nezihe Merve Gürel Anthony Tung K. H. Gillian K. Hadfield Patrick Haffner Dongyoon Hahm Hannaneh Hajishirzi Bo Han 0003 Dai-Rong Han Gabriel Han Jiawei Han 0001 Jun Han 0001 Meng Han Pengrui Han Song Han 0003 Xinyang Han Steve Hanna Run Hao Yuval Noah Harari Zaïd Harchaoui Cody Hartwig Tatsunori B. HashimotoTatsunori Hashimoto Seyed Hamed HassaniHamed Hassani Ahmet Halit Hatip Kim M. Hazelwood Bingsheng He Chaoyang He 0001 Horace He Jingxuan He Lie He Luxi He Runyuan He Shiyuan He Warren He Hoda Heidari Fynn Heide Johannes Heidecke Seán Ó hÉigeartaigh Juha Heikkilä Matthias Hein 0001 Fredrik Heintz Joseph M. Hellerstein Peter Henderson 0002 Dan Hendrycks Nathan W. Henry Ariel Herbert-Voss Joseph Herring Geoffrey E. Hinton Anson Ho Daniel E. Ho Ethan Ho Grant Ho Cyrus Hodes Kyle Hogan Thorsten Holz Haoyun Hong Junyuan Hong Sanghyun Hong 0001 Sara Hong Chris Jay Hoofnagle Aspen K. Hopkins Ashkan Hosseini Junyi Hou Sidney Q. Hough Michael E. Houle Bryan Low Kian Hsiang Hsu-Chun Hsiao Justin Hsu Changran Hu Chuxuan Hu Haimin Hu Jinghan Hu Kangping Hu Shawn Hu Wenjie Hu Yuepeng Hu Yuzheng Hu Maggie Ziyu Huan Baixiang Huang Brandon Huang Chengdu Huang Daniel Huang 0001 David Huang Furong Huang Kaixuan Huang Lei Huang 0015 Ling Huang 0001 Minlie Huang Pohao Huang Qingming Huang Runhan Huang Siqiao Huang Yangsibo Huang Yixiao Huang 0004 Yun Huang 0003 Yuxuan Huang Zhen Huang Frances Ann Hubis Sean Hughes Zhouyuan Huo Ben Hutchinson Alexander G. HuthAlexander Huth Frank Hutter Dat Huynh Tran Ngoc Huynh Tiffany Hwu Nicholas Hynes 0001Nick Hynes George Ingebretsen Luca Invernizzi Roger Iyengar Ivan Jager Martin Jaggi Matthew Jagielski Paras Jain 0001 Sakshi Jain Sumeet Jain Ajay JaiswalAjay Kumar Jaiswal Aman Jaiswal Sushil Jajodia Kevin Jamieson 0001 Shreedhar Jangam Zaynah Javed Tara Javidi Sami Jawhar Mark M. Jaycox Nicholas R. JenningsNick R. Jennings Yacine Jernite Binit Jha Somesh Jha Heng Ji 0001 Joey Ji Ruyi Ji Shouling Ji Zhengjie Ji Jinyuan Jia 0001 Ruoxi Jia 0001 Ryan Jia Yongzheng Jia Yuqi Jia Dapeng Jiang Dongwei Jiang Jingzhi Jiang Liwei Jiang Pengcheng Jiang Ruizhe Jiang Steven Jiang Yige Jiang Yilei Jiang Jiantao Jiao Chi Jin 0001 Hongxia Jin Kun Jin Ming Jin 0002 Tengjun Jin Zonglei Jing Wang Jingyu Chris Johnson Evan Johnson 0001 Nadine Farid Johnson Noah M. Johnson Rob Johnson 0001 Robert Johnson Gill Jolly Jaylen Jones Michael I. Jordan Anthony D. Joseph Gauri Joshi Philipp Jovanovic Felix Juefei-Xu Ari Juels Jaeyeon Jung Daniel JurafskyDan Jurafsky Nishka Kacheria Saurav Kadavath Daniel Kahneman Bhavya Kailkhura Peter Kairouz Adam Tauman Kalai Tarun Kalluri Meindert Kamphuis Theocharis Kampouris Daniel Kang 0001 Feiyang Kang Min Gyung Kang Mintong Kang Zhaoyi Kang Zhewei Kang Mohan KankanhalliMohan S. Kankanhalli Neel Kant Subhash Kantamneni Ming-Yang Kao Sayash Kapoor Brad Karp Timothe Kasriel Gilad Katz Randy H. Katz Ziv Katzir Kenji Kawaguchi Imene Kerboua Florian Kerschbaum Rania Khalaf Leila Khalatbari Osama Khan Saif M. Khan Usmann Khan Mikhail Khodak Adam Khoja Zachary Kilhoffer Been Kim Haoyu Kim Juhee Kim Junsol Kim Minjeong Kim Seungwoo Kim To Eun Kim Yongdae Kim Engin Kirda Peter Kirgis Mathias Bonde Kirk Lea Kissner Hiroaki Kitano Ariah Klages-Mundt Ian Klaus Kevin Klyman Jason Knight Robert T. Knight Myeongseob Ko David Kohlbrenner Tadayoshi Kohno Neel Kolhe J. Zico Kolter Vladlen Koltun Jakub Konecný Soonho Kong Xianglong Kong Evgenios M. Kornaropoulos Aleksandra Korolova Jernej Kos Ahmed E. Kosba Farinaz Koushanfar Oluwasanmi KoyejoSanmi Koyejo Philipp Krähenbühl Tim Kraska Andreas Krause 0001 Christian Kreibich Ramayya Krishnan Rishabh Krishnan Sanjay Krishnan David Krueger 0001 Christopher KrügelChristopher Kruegel Antonio Krüger John Kubiatowicz Sanjeev R. Kulkarni Arun Kumar 0001 Jonas R. Kunst Cynthia Kuo Volodymyr Kuznetsov Thomas Kwa Joe Kwon Joseph Kwon Yujin Kwon Anastasios Kyrillidis Yara Kyrychenko Emmanuele Lacavalla Alexandre Lacoste Jeffrey Ladish Shiyang Lai Siqi Lai Himabindu LakkarajuHima Lakkaraju Kwok-Yan Lam Peifung E. Lam Marc Erich Latoschik Jan Lauinger Kristin E. Lauter Seth Lazar Quoc V. Le Susan Leavy Ilia A. Lebedev Jonathan Lebensold Freddy Lécué Dayeol Lee Donghyun Lee Honglak Lee Juyong Lee Katherine Lee Kimin Lee Kyoung Mu Lee Meredith M. Lee Taesung Lee Taewhi Lee Wan Sie Lee Caroline Lemieux Tancrède Lepoint Derek Leung Lionel Levine Sergey Levine Kevin Leyton-Brown Aaron J. Li Bo Li 0026 Boyi Li Changze Li Chris Li Chuang Li Dacheng Li Feifei Li 0001 Frank Li 0001 Guangrui Li 0008 Hainan Li Hanchen Li Hanze Li Hengduo Li Henry Li Hongwei Li 0025 Huichen Li Jason H. Li Jerry Li 0001 Jiatong Li Jiliang Li Jing Jane LiJing Li 0073 Lei Li 0005 Manling Li Mengyuan Li Nathaniel Li Patrick Li Peilun Li Qi Li 0002 Qinbin Li Quanzheng Li Richard Li Ryan Li Saung Li Shuixian Li Tongxin Li 0002 Weilin Li Wenda Li 0001 Wendi Li Xian Li 0003 Xiaojian Li Xinghan Li Xu Li Yanjie Li Yingwei Li 0002 Yixuan Li 0001Sharon Li 0001 Yunqi Li 0002 Zekun Li 0001 Zerui Li Zhangheng Li Zhifei Li Zhiwei Li Zhuohan Li 0001 Chen Liang Kaiqu Liang Percy Liang Siyuan Liang 0004 Weida Liang Xiao Liang Zhenkai Liang Kyleen Liao Zeyi Liao Zhenyu Liao Kelsey Lieberman Dominic Vincent Ligot Changting Lin Heyue Lin Huijia Lin Jiacheng Lin Licong Lin Maxwell Lin Michael Lin Shi Lin Xue Lin 0001 Zinan Lin 0001 Sander van der Linden Aishan Liu Bo Liu Chang Liu 0021 Chengzhi Liu Denis Liu Gaowen Liu Hao Liu 0055 Haoyuan Liu Jiajun Liu Jian Liu 0012 Kaiyuan Liu Kangheng Liu Li-Hao Liu Liyuan Liu Mingyan Liu Peng Liu 0005 Qichang Liu Ruitong Liu Shu Liu Tianyi Liu Xianglong Liu 0001 Xianyang Liu Xiao Liu 0036 Xiaogeng Liu Xiaoyuan Liu Xin Liu Xun Liu Yang Liu 0165 Yanpei Liu Yepeng Liu Yi Liu Yinuo Liu Yue Liu 0008 Yupei Liu Zeyuan Liu Zhuang Liu 0003 Zhuotao Liu Ziwei Liu 0002 Benjamin Livshits Tihomir Lolic Yunhui Long Shayne Longpre Zhanzhi Lou Eric Love Andrew Low Catherine Lu Chaochao Lu Joshua Lu Kimberly Lu Pan Lu Shan Lu 0001 Tao Lu Xing Han Lù Michael J. De Lucia Teresa Ludermir Chen Luo Nanqing Luo Ziyang Luo Sophie Luskin Nina Lutz Bohan Lyu 0001 Kaifeng Lyu Lingjuan Lyu Eugene Ma Jiaqi W. MaJiaqi Ma 0001 Justin Ma Ke Ma 0001 Lei Ma Mulei Ma Sibo Ma Wenjie Ma Xingjun Ma Martin Maas 0001 Lester MackeyLester W. Mackey Kyle MacNamara Samuel Madden 0001 T. W. U. MadhushaniUdari Madhushani Aleksander Madry Stefano Maffulli Gabriel Maganis Thomas R. Magrino Tegan Maharaj Rafid Mahmood Michael W. Mahoney Yifan Mai 0001 Pratyush Maini Richard Mallah Alex Mallen Qiuyang Mang Petros Maniatis Sam Manning Feng Mao Huanzhi Mao Sai Krishna Deepak Maram Gary Marcus 0001 Nik Marda Vidushi Marda Helen Z. Margetts David Marn Lorenzo Martignoni Ivan Martinovic Daisuke Mashima Justus Mattern Florian Matthes W. Douglas MaughanDouglas Maughan Vasilios Mavroudis Mantas Mazeika Stephen McCamant Patrick McCorry John A. McDermid Sean McGregor Kevin McGrew Sheila A. McIlraith Lauren McIlvenny Lauren McLane H. Brendan McMahan Song Mei Erik Meijer 0001 Filippo Menczer Celeste Menders Nicolas Miailhe Daniel Miao Yuanli Miao Julian Michael Andrew Miller 0001 Sewon Min Sören Mindermann Chinmaya Mishra Pratyush Mishra 0001 Shaunak Mishra Ujval Misra Eric Mitchell John C. Mitchell Ioannis Mitliagkas Prateek Mittal Reza Moazzezi Nick Moës Prashanth Mohan Mehryar Mohri Oleksii Molchanovskyi Andres Molina-Markham Simon Möller Ian M. Molloy David Molnar Rajat Monga Kyle Montgomery Andrea Monti Michael J. Morais Mohammadreza Mostajabi Dongliang Mu Junjie Mu Norman Mu Niels Mündler Jane Munga Shivatmica Murgai Derek Gordon Murray Bilge Mutlu Nusu Mwamanzi Nitya Nadgir Yacin Nadji Vivek NairVivek C. Nair Ki-Hyuk NamKihyuk Nam Shuyuan Nan Shailesh Nanisetty Srijiith Sesha Narayana Arvind Narayanan Milad Nasr Jesus Navarro Franck Ndzomga Joseph P. Near Alondra Nelson Mona Nemer Clara Neppel Graham Neubig Jessica Newman James Newsome Kwan Yee Ng Adam Nguyen Zhuohao Ni Weili Nie Yuzhou Nie Mehrdad Niknami Peng Ning Yuting Ning Mark Nitzberg Richard Nock Robert D. NowakRobert Nowak 0001 Antonio Nucci Besmira Nushi Rajvardhan Oak Luis Oala James F. O'Brien Alice Oh Changdae Oh Chinasa T. Okolo Nuria Oliver Kunle OlukotunOyekunle A. Olukotun Steve Omohundro C.-H. Luke OngLuke Ong Yew-Soon OngYew Soon Ong Alina Oprea Alejandro Ortega Dheeraj Oruganty Andrew Osheroff Xinming Ou Altay Ozen Ayfer Özgür Charles Packer Rohan Padhye Rasmus Pagh Sid Pallerla Alexander Pan Jennifer Pan Melissa Z. Pan Minzhou Pan Sam Pan Xingyuan Pan Xinlei Pan Qi Pang Dimitrios Papadopoulos 0001 Dimitris S. Papailiopoulos Charalampos Papamanthou Aneesh Pappu Samyak Parajuli Aditya G. Parameswaran Chan Young Park David Park Seongheon Park Christine A. Parlour Eric Pasewark Hristo S. Paskov Liana Patel Sahil Patel Jonathan Patsenker David A. Patterson 0001 William Paul Marco Pavone Vern Paxson Mathias Payer Hengzhi Pei Pierre Peigné Gennady Pekhimenko Hao Peng 0009 Jian Peng 0001 Jinjun Peng Tinglan Peng Yanqing Peng Yun Peng Gordon Pennycook Daniele Perito Adrian Perrig Zachary N. J. Peterson James Petrie Doantam Phan Long Phan George Philipp Emma Pierson Joelle Pineau Iosif Pinelis Francesco Pinto Pavel Pleskov Gabriel Poesia Guru-Vamsi Policharla Illia Polosukhin Kornrapat Pongmala Pongsin Poosankam Radha Poovendran Raluca A. PopaRaluca Ada Popa José Ramón López Portillo Rebecca S. Portnoff Yujin Potter Atul Prakash 0001 Daniel Privitera Benjamin Prud'homme Bartosz Przydatek Jiayue Pu Samir Puranik Hang Qi Qi Qi Weijian Qi Xiangyu Qi Kun Qian Haotong Qin Kaihua Qin Thomas Qin Zheng Qin Zhizhen Qin Shi Qiu Wenjie Qu 0001 Mikerah Quintyne-Collins Reihaneh Rabbany Christian Rack Colin Raffel Amir Rahmati Arezoo Rajabi Inioluwa Deborah Raji Daniel Ramage Ashwin Ramaswami Gopal Ramchurn Zulfikar Ramzan David G. Rand K. V. RashmiRashmi Vinayak Ramesh Raskar Deevashwer Rathee Alexander Ratner Johannes Rausch Abhilasha Ravichander Balaraman Ravindran Mariana Raykova 0001 Christopher Ré Siva Reddy Michael K. Reiter Theodoros Rekatsinas Richard Ren Sihan Ren Teng Ren Anka Reuel Daniel Reynaud Robin Rheem Eleanor Gilbert Rieffel Francisco De La Riega Martin C. Rinard Raquel Pezoa Rivera Hammam Riza Adam Roberts Colin Roberts Margaret E. Roberts Anna Rohrbach Rolf Rolles Tomas Ros Louis B. Rosenberg Afshin Rostamizadeh Salim El Rouayheb Bonan Ruan Charlie Ruan Benjamin I. P. Rubinstein Crystal Rugege Stuart Russell 0001 Christopher De Sa Michelle Sahar Frederic Sala Olawale Salaudeen Scott Salisbury Mike Samuel Nayat Sánchez-Pi Evan Sandoval Kusha Sareen Prateek Sarkar Girish Sastry Prateek Saxena Marietje Schaake Rylan Schaeffer Nico Schiller Eric Schmidt Grant Schoenebeck Bernhard Schölkopf Mya Schroder Daniel Thilo Schroeder Avi Schwarzschild Frank Schweitzer Robert SchwellerRobert T. Schweller Sarah Schwettmann Kuan Chua Seah Hanie Sedghi Elizabeth Seger Vikash Sehwag R. Sekar 0001 Vyas Sekar Andrew Sellars Koushik Sen Siddhartha Sen 0001 Subhabrata Sen Ciarán Seoighe Sanjit A. Seshia Shai Shalev-Shwartz Khawaja Shams Alex Shan Jinyong Shan Jingbo Shang Umesh Shankar Fei Shao Zedian Shao Nikhil Sharma Rahul Sharma 0001 Tanusree Sharma Jerry Sheehan Kareem Shehata Haroon Sheikh Da Shen Emma Shen Jianhao Shen Kaiwen Shen Zeyu Shen Scott Shenker Dane Sherrets Chengshuai Shi Elaine Shi Tianneng Shi Weijia Shi Weiyan Shi 0001 Zhiyi Shi Jinwoo Shin Richard ShinEui Chul Richard Shin Shweta Shinde Buck Shlegeris Oleh Shliazhko Michal Shmueli-Scheuer Reza Shokri Yan Shoshitaishvili Kai Shu Saad Siddiqui Wan Lee Sie Zachary S. Siegel Max Simchowitz Scott R. Singer Rishabh Singh Aradhana Sinha Radu Sion Emin Gün Sirer Chawin Sitawarin Vincent Siu Vikram Sivashankar Theodora Skeadas Aviya Skowron Ivo Sluganovic Roman Smirnov Samuel Smith Sean W. Smith Virginia Smith Alexander J. SmolaAlex Smola Charlie Snell Jorge M. Soares Somayeh Sojoudi Bhavna Soman Neel Somani Chan Hee Song Chengyu Song Ethan Song Le Song Peiyang Song 0002 Wei Song Weikang Song Yifei Song Taylor Sorensen Kyle Soska Alvaro Soto Martín Soto Tobin South Costas J. Spanos Evan Randall Sparks Oliver Spatscheck Drew Spence Madhulika Srikumar Jayanth Srinivasa Pierre-Luc St-Charles Mauro Staver Emil Stefanov Jacob Steinhardt Sebastian Steinhorst Mitchell Stern Tim Stevens Sebastian U. Stich Ion Stoica Victor Storchan Laura Strater Benedikt Stroebl Emma Strubell Huangyuan Su Weijie J. Su Yu Su 0001 Jithendaraa Subramanian Alane Suhr Christopher Summerfield Huan Sun 0001 Jiashuo Sun Jimeng Sun 0001 Mingjie Sun Shixuan Sun Weiyu Sun Xuehui Sun Yifan Sun 0010 Yiyou Sun Youcheng Sun Youran Sun Ziteng Sun Mukund Sundararajan Ananda Theertha Suresh Tarun Suresh Ilya Sutskever Vipin Swarup Vivienne Sze Christian Szegedy Laszlo Szekeres Elham Tabassi George P. Tadda Sean Tai Jaan Tallinn Ameet Talwalkar Ankur Taly Rishub Tamirisa Cheston Tan Jeffrey Tan Jeffrey Ziwei Tan Zhen Tan 0001 Audrey Tang Di Tang 0001 Eric Tang Jian Tang 0008 Jie Tang 0001 Leonard Tang Shange Tang Shiyu Tang Yao Tang Yuheng Tang Zhenheng Tang Dacheng Tao Guanhong Tao 0001 Max Tegmark Samuel Tenka Om Thakkar 0001 Abhradeep Thakurta Alexander Thomas Kurt Thomas Jian Tian Xuqing Tian Yuandong Tian Yuchen Tian Lee Tiedrich Dong Ting Mohit Tiwari William-Chandra Tjhi Haibo Tong Hanghang Tong Alok Tongaonkar Philip Torr 0001Philip H. S. Torr Brandon Trabucco Robert Trager Florian Tramèr Jason Tran Ni Trieu Harsh Trivedi Sang T. Truong Brian Tse Saimon Amanuel Tsegai Dimitris Tsipras Gene Tsudik Yulia Tsvetkov Jianhong Tu Xuechang Tu Yuheng Tu 0001 Zhuozhuo Tu Joseph A. Tucek J. D. Tygar Madeleine Udell Saiteja Utpala Anjo Vahldiek-Oberwagner Joaquin Vanschoren Gaël Varoquaux Pramod K. Varshney Martin T. Vechev Lucia Velasco Shivaram Venkataraman Shobha Venkataraman Suresh Venkatasubramanian Praneeth Vepakomma Manuel Del Verme Mark Vero Giovanni Vigna Mona Vij Pramod Viswanath Marko Vukolic Akhil Vyas David A. Wagner 0001 Eric Wallace Alexander Wan Angelina Wang Boxin Wang C. Wang Chenguang Wang 0001 Chenxi Wang Cliff Wang Frank Wang Hao Wang 0112 Haonan Wang Haorui Wang Heng Wang Henry Wang Jia Wang Jiachen T. WangJiachen (Tianhao) Wang Jiakai Wang Jianyu Wang Jingyi Wang 0004 Jiongxiao Wang Jun Wang 0012 Justin Wang Kanye Ye WangYe Wang 0017 Kun Wang Lionel Z. Wang Lun Wang 0001 Mengdi Wang 0001 Mona Wang Peiran Wang Qian Wang 0002 Ron Yifeng Wang Rowan Wang Rui Wang 0110 Sheng Wang Shuai Wang 0011 Siqi Wang Tian Wang Tianhao Wang 0013 Weijie Wang Weiyao Wang 0001 Wen Wang 0001 Wenxiao Wang 0002 William Yang Wang Xiaohan Wang Xiaoyin Wang Xilong Wang Xin Wang 0061Xin Eric Wang Xinyu Jessica Wang Xun Wang Yan Wang 0033 Yang Wang 0005 Yanting Wang 0001 Yichuan Wang Yisen Wang 0001 Yu-Xiang Wang 0003 Zhangyang Wang Zhaozi Wang Zhipeng Wang 0009 Zhun Wang Zifan Wang 0001 Zifeng Wang 0008 Zihao Wang Zilu Wang Zirui Wang Ziyue Wang Brent Waters Roger Wattenhofer Boyi Wei James Wei Jiwei Wei Tao Wei 0002 Markus Weimer Joel Weinberger Rebecca Weiss Bingbing Wen Ying Wen 0001 Victoria Westerhoff Jason Weston David Wetherall Nicole Wheeler Sudanthi N. R. Wijewickrema Vanessa Wilfred John Willes Andrew Gordon Wilson Cynthia Wong Denise Wong Gregory W. Wornell Edward XueJun Wu Fan Wu 0011 Junrong Wu Kun Wu Linyu Wu Shangkun Wu Siyang Wu Tong Wu Xian Wu 0007 Yangzhen Wu Yichen Wu Yifan Wu Yu Wu Zhengkai Wu Spiros Xanthos Tian Xia Yu Xia 0005 Zenghua Xia Zhen Xiang Chaowei Xiao Tristan Xiao Xusheng Xiao Chulin Xie Cihang Xie Han Xie Jingxu Xie Saining Xie Siyuan Xie Tao Xie 0001 Tiancheng Xie Tinghao Xie Xiang Xie Yaochen Xie Rachel Xin Dong Xing Eric P. Xing Xinyu Xing 0001 Alexander Xiong Li Xiong 0001 Wenjie Xiong 0001 Xihan Xiong Yuanhao Xiong Zidi Xiong Yuran Xiu Chejian Xu Dylan Xu Fengyuan Xu Hanwen Xu Hui Xu Jiacen Xu 0001 Kaidi Xu Ming Xu 0002 Peiyang Xu Qianqian Xu 0001 Qixin Xu Rongwu Xu Wei Xu Weiran Xu Wenchang Xu Xiaohai Xu Xiaojun Xu Xiongxiao Xu Xueqiang Xu Yan Xu 0019 Yuan Xu Zheng Xu 0002 Lan Xue Rui Xue 0001 Tianci Xue Abraham Yaar Chenxiao Yan David Yan Weixiang Yan Xifeng Yan Zhengxu Yan Aidan Z. H. Yang Carl Yang 0001 Chaoqi Yang Diyi Yang Junlin Yang Kaicheng Yang Kaiyu Yang Ke Yang 0005 Michael Yang Qian Yang 0007 Qiang Yang 0001 Runing Yang Shuang Yang Shuyi Yang Wei Yang 0013 Xinyu Yang Xun Yang 0001 Yang Yang Yang Yang 0001 Yingxuan Yang Yu Yang 0007 Yucheng Yang Zheng Yang Zhuolin Yang Ziran Yang Andrew Yao Huaxiu Yao Jianzhu Yao Qi Yao Jennifer Yates Jonathan Z. Ye Zhe Ye 0002 Bennet Yee Samuel Yeh Asaf Yehudai John Yen Serena Yeung-Levy Jinfeng Yi Heng Yin 0001 Xavier Yin Xuwang Yin Donghao Ying Peng Ying Zonghao Ying Jiaxuan You Omar G. Younis Adams Wei Yu Bin Yu Botao Yu Felix X. Yu Fengwei Yu Fisher Yu 0001 Han Yu 0001 Jiangshan Yu Ning Yu 0006 Simon Yu Tao Yu 0009 Ye Yu Yong Yu 0001 Yue Yu Zihao Yu Binhang Yuan Dong Yuan 0006 Lingzhi Yuan Ye Yuan 0016 Zhuowen Yuan Xiangyu Yue 0001 Alan L. Yuille Matei Zaharia Fankun Zeng Yi Zeng 0005 Zirong Zeng Shengfang Zhai Andy Zhang Andy K. Zhang Ce Zhang 0001 Chao Zhang Chao Zhang 0008 Chenhui Zhang Chuqi Zhang Daniel Zhang Dell Zhang Dylan Zhang Fan Zhang 0022 Hao Zhang 0025 HongJiang Zhang Huaqing Zhang Jiaheng Zhang Jialin Zhang Jiaru Zhang Jiawei Zhang 0013 Jingyang Zhang Kai Zhang 0033 Meiyuwang Zhang Ming Zhang 0004 Mohan Zhang Mu Zhang 0001 Qingzhao Zhang 0001 Qizheng Zhang Shuibai Zhang Tianyuan Zhang 0004 Weichen Zhang Weinan Zhang 0001 Wendi Zhang Wenxuan Zhang Xi Zhang Xiangyu Zhang 0001 Xiaoshuai Zhang Ya-Qin Zhang Yicheng Zhang Yinuo Zhang Yu Zhang Yueheng Zhang Yuheng Zhang Yupeng Zhang 0001 Zhehao Zhang Zhenfei Zhang Zhenfeng Zhang Zilin Zhang Zirui Zhang Haikun Zhao Haoyu Zhao Jiachen Zhao Kevin Zhao Sen Zhao Xuandong Zhao Yao Zhao 0003 Yilong Zhao 0002 Zhuokai Zhao Ziyi Zhao Boyuan Zheng 0001 Jiang Zheng 0002 Ken Zheng Linzhi Zheng Qinyuan Zheng Tianqi Zheng Wenting Zheng Wesley Zheng Yaozhi Zheng Zihan Zheng Ming Zhong 0005 Andy Zhou Bingrou Zhou Denny Zhou Georgia Zhou Kaiwen Zhou 0002 Kangyang Zhou Liyi Zhou Pan Zhou 0001 Shang Zhou Wenyang Zhou Yifei Zhou Yuanjian Zhou Yuanyuan Zhou 0001 Zhanhui Zhou Ziheng Zhou Banghua Zhu Christine Zhu David (Yu) Zhu Jiacheng Zhu Jun-Yan Zhu Kaijie Zhu Tyler Zhu Yuxuan Zhu 0003 Zhilei Zhu Richard Zhuang Siyuan Zhuang Danyang Zhuo Dorde ZikelicDjordje Zikelic Jonathan Zittrain Morteza Ziyadi Andy Zou James Zou 0001 Wei Zou Yitian Zou David Zuckerman