Enhancing Accountability, Resilience, and Privacy of Intelligent Networks With XAI.

Manh-Dung Nguyen

Thulitha Senevirathna Chamara Sandeepa Bartlomiej Siniarski Manh-Dung Nguyen Samuel Marchal Michell Boerger Madhusanka Liyanage Shen Wang 0006 Enhancing Accountability, Resilience, and Privacy of Intelligent Networks With XAI. 8389-8409 2025 6 IEEE Open J. Commun. Soc. https://doi.org/10.1109/OJCOMS.2025.3608784 db/journals/ojcs/ojcs6.html#SenevirathnaSSNMBLW25 streams/journals/ojcs

Luong Nguyen Manh-Dung Nguyen Anh Hao Bui Ana Rosa Cavalli Edgardo Montes de Oca LLMs in Security Testing and Monitoring: An Initial Study. 153-166 2025 ARES (EU Projects Symposium Workshops 2) https://doi.org/10.1007/978-3-032-00644-8_9 conf/IEEEares/2025-eu2 db/conf/IEEEares/ares2025eu2.html#NguyenNBCO25 streams/conf/IEEEares Manh-Dung Nguyen Huu Nghia Nguyen Lethycia Maia de Souza Stylianos Karagiannis Ana Rosa Cavalli Edgardo Montes de Oca An Intelligent Network Fuzzer for Protocol Testing in Healthcare Systems. 213-231 2025 ARES (EU Projects Symposium Workshops 2) https://doi.org/10.1007/978-3-032-00644-8_13 conf/IEEEares/2025-eu2 db/conf/IEEEares/ares2025eu2.html#NguyenNSKCO25 streams/conf/IEEEares Djibrilla Amadou Kountché Jocelyn Aubert Manh-Dung Nguyen Natalia Kalfa Nicola Gregorio Durante Cristiano Passerini Stéphane Kuding The PRECINCT Ecosystem Platform for Critical Infrastructure Protection: Architecture, Deployment and Transferability. 167:1-167:8 2024 ARES https://doi.org/10.1145/3664476.3670437 https://www.wikidata.org/entity/Q131112852 conf/IEEEares/2024 db/conf/IEEEares/ares2024.html#KountcheANKDPK24 Manh-Dung Nguyen Wissam Mallouli Ana Rosa Cavalli Edgardo Montes de Oca AI4SOAR: A Security Intelligence Tool for Automated Incident Response. 170:1-170:8 2024 ARES https://doi.org/10.1145/3664476.3670450 https://www.wikidata.org/entity/Q130923396 conf/IEEEares/2024 db/conf/IEEEares/ares2024.html#NguyenMCO24 Huu Nghia Nguyen Manh-Dung Nguyen Edgardo Montes de Oca A Framework for In-network Inference using P4. 175:1-175:6 2024 ARES https://doi.org/10.1145/3664476.3670453 https://www.wikidata.org/entity/Q130968958 conf/IEEEares/2024 db/conf/IEEEares/ares2024.html#NguyenNO24 Shen Wang 0006 Chamara Sandeepa Thulitha Senevirathna Bartlomiej Siniarski Manh-Dung Nguyen Samuel Marchal Madhusanka Liyanage Towards Accountable and Resilient AI-Assisted Networks: Case Studies and Future Challenges. 818-823 2024 EuCNC/6G Summit https://doi.org/10.1109/EuCNC/6GSummit60053.2024.10597060 conf/eucnc/2024 db/conf/eucnc/eucnc2024.html#WangSSSNML24 streams/conf/eucnc Abdul-Rasheed Ottun Rasinthe Marasinghe Toluwani Elemosho Mohan Liyanage Mohamad Ragab Prachi Bagave Marcus Westberg Mehrdad Asadi Michell Boerger Chamara Sandeepa Thulitha Senevirathna Bartlomiej Siniarski Madhusanka Liyanage Vinh Hoa La Manh-Dung Nguyen Edgardo Montes de Oca Tessa Oomen João Fernando Ferreira Gonçalves Illija Tanaskovic Sasa Klopanovic Nicolas Kourtellis Claudio Soriente Jason Pridmore Ana Rosa Cavalli Drasko Draskovic Samuel Marchal Shen Wang 0006 David Solans Noguero Nikolay Tcholtchev Aaron Yi Ding Huber Flores The SPATIAL Architecture: Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications. 947-959 2024 ICDCS https://doi.org/10.1109/ICDCS60910.2024.00092 conf/icdcs/2024 db/conf/icdcs/icdcs2024.html#OttunMELRBWABSSSLLNOOGT24 streams/conf/icdcs Abdul-Rasheed Ottun Rasinthe Marasinghe Toluwani Elemosho Mohan Liyanage Ashfaq Hussain Ahmed Michell Boerger Chamara Sandeepa Thulitha Senevirathna Vinh Hoa La Manh-Dung Nguyen Claudio Soriente Samuel Marchal Shen Wang 0006 David Solans Noguero Nikolay Tcholtchev Aaron Yi Ding Huber Flores SPATIAL: Practical AI Trustworthiness with Human Oversight. 1427-1430 2024 ICDCS https://doi.org/10.1109/ICDCS60910.2024.00138 conf/icdcs/2024 db/conf/icdcs/icdcs2024.html#OttunMELABSSLNSMWNTDF24 streams/conf/icdcs Vinh Hoa La Wissam Mallouli Manh-Dung Nguyen Edgardo Montes de Oca Ana R. Cavalli Péter Vörös Károly Kecskeméti Mohammed B. Alshawki Sándor Laki Antonios Lalas Sarantis Kalafatidis Asterios Mpatziakas Nikolaos Makris Anastasios Drosou Enhancing IoT Security in 6G Networks: AI-Based Intrusion Detection, Penetration Testing, and Blockchain-Based Trust Management (Work-in-Progress Paper). 53-67 2024 IFIPIoT (2) https://doi.org/10.1007/978-3-031-82065-6_5 conf/ifipiot/2024-2 db/conf/ifipiot/ifipiot2024-2.html#LaMNOCVKALLKMMD24 Manh-Dung Nguyen Anis Bouaziz Valeria Valdés Ana Rosa Cavalli Wissam Mallouli Edgardo Montes de Oca A deep learning anomaly detection framework with explainability and robustness. 134:1-134:7 2023 ARES https://doi.org/10.1145/3600160.3605052 https://www.wikidata.org/entity/Q130893477 conf/IEEEares/2023 db/conf/IEEEares/ares2023.html#NguyenBVCMO23 Anis Bouaziz Manh-Dung Nguyen Valeria Valdés Ana Rosa Cavalli Wissam Mallouli Study on Adversarial Attacks Techniques, Learning Methods and Countermeasures: Application to Anomaly Detection. 510-517 2023 ICSOFT https://doi.org/10.5220/0012125100003538 conf/icsoft/2023 db/conf/icsoft/icsoft2023.html#BouazizNVCM23 Manh-Dung Nguyen Vinh Hoa La Ana R. Cavalli Edgardo Montes de Oca Towards improving explainability, resilience and performance of cybersecurity analysis of 5G/IoT networks (work-in-progress paper). 7-10 2022 ICST Workshops https://doi.org/10.1109/ICSTW55395.2022.00016 conf/icst/2022w db/conf/icst/icst2022w.html#NguyenLCO22 Manh-Dung Nguyen Binary-level directed fuzzing for complex vulnerabilities. (Guidage du test en frelatage de codes binaires pour la détection de vulnérabilités logicielles complexes). 2021 Grenoble Alpes University, France https://tel.archives-ouvertes.fr/tel-03238343 Van-Thuan Pham Manh-Dung Nguyen Quang-Trung Ta Toby Murray Benjamin I. P. Rubinstein Towards Systematic and Dynamic Task Allocation for Collaborative Parallel Fuzzing. 1337-1341 2021 ASE https://doi.org/10.1109/ASE51524.2021.9678810 https://www.wikidata.org/entity/Q130925647 conf/kbse/2021 db/conf/kbse/ase2021.html#PhamNTMR21 Manh-Dung Nguyen Sébastien Bardin Richard Bonichon Roland Groz Matthieu Lemerre Binary-level Directed Fuzzing for Use-After-Free Vulnerabilities. 47-62 2020 RAID https://www.usenix.org/conference/raid2020/presentation/nguyen conf/raid/2020 db/conf/raid/raid2020.html#NguyenBBGL20

Manh-Dung Nguyen Sébastien Bardin Richard Bonichon Roland Groz Matthieu Lemerre Binary-level Directed Fuzzing for Use-After-Free Vulnerabilities. 2020 abs/2002.10751 CoRR https://arxiv.org/abs/2002.10751 db/journals/corr/corr2002.html#abs-2002-10751

Sergey Mechtaev Manh-Dung Nguyen Yannic Noller Lars Grunske Abhik Roychoudhury Semantic program repair using a reference implementation. 129-139 2018 ICSE https://doi.org/10.1145/3180155.3180247 https://ieeexplore.ieee.org/document/8453071 conf/icse/2018 db/conf/icse/icse2018.html#MechtaevNNGR18 Marcel Böhme Van-Thuan Pham Manh-Dung Nguyen Abhik Roychoudhury Directed Greybox Fuzzing. 2329-2344 2017 CCS https://doi.org/10.1145/3133956.3134020 https://www.wikidata.org/entity/Q130926274 conf/ccs/2017 db/conf/ccs/ccs2017.html#BohmePNR17 Ashfaq Hussain Ahmed Mohammed B. Alshawki Mehrdad Asadi Jocelyn Aubert Prachi Bagave Sébastien Bardin Michell Boerger Marcel Böhme Richard Bonichon Anis Bouaziz Anh Hao Bui Ana R. CavalliAna Rosa Cavalli Aaron Yi Ding Drasko Draskovic Anastasios Drosou Nicola Gregorio Durante Toluwani Elemosho Huber Flores João Fernando Ferreira Gonçalves Roland Groz Lars Grunske Sarantis Kalafatidis Natalia Kalfa Stylianos Karagiannis Károly Kecskeméti Sasa Klopanovic Djibrilla Amadou Kountché Nicolas Kourtellis Stéphane Kuding Vinh Hoa La Sándor Laki Antonios Lalas Matthieu Lemerre Madhusanka Liyanage Mohan Liyanage Nikos MakrisNikolaos Makris Wissam Mallouli Rasinthe Marasinghe Samuel Marchal Sergey Mechtaev Asterios Mpatziakas Toby C. MurrayToby Murray Huu Nghia Nguyen Luong Nguyen David Solans Noguero Yannic Noller Edgardo Montes de Oca Tessa Oomen Abdul-Rasheed Ottun Cristiano Passerini Van-Thuan Pham Jason Pridmore Mohamad Ragab Valeria Valdés RíosValeria Valdés Abhik Roychoudhury Benjamin I. P. Rubinstein Chamara Sandeepa Thulitha Senevirathna Bartlomiej Siniarski Claudio Soriente Lethycia Maia de Souza Quang-Trung Ta Illija Tanaskovic Nikolay Tcholtchev Peter VörösPéter Vörös Shen Wang 0006 Marcus Westberg