A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting.

Felix Assion

Felix Assion Florens Greßner Nitin Augustine Jona Klemenc Ahmed Hammam Alexandre Krattinger Holger Trittenbach Sascha Riemer A-BDD: Leveraging Data Augmentations for Safe Autonomous Driving in Adverse Weather and Lighting. 2024 abs/2408.06071 CoRR https://doi.org/10.48550/arXiv.2408.06071 db/journals/corr/corr2408.html#abs-2408-06071 streams/journals/corr

Mariele Motta Tanja Hagemann Sebastian Fischer Felix Assion EvolMusic: towards musical adversarial examples for black-box attacks on speech-to-text. 161-162 2021 GECCO Companion https://doi.org/10.1145/3449726.3459488 conf/gecco/2021c db/conf/gecco/gecco2021c.html#MottaHFA21

Tobias Wegel Felix Assion David Mickisch Florens Greßner A Framework for Verification of Wasserstein Adversarial Robustness. 2021 abs/2110.06816 CoRR https://arxiv.org/abs/2110.06816 db/journals/corr/corr2110.html#abs-2110-06816

David Mickisch Felix Assion Florens Greßner Wiebke Günther Mariele Motta Understanding the Decision Boundary of Deep Neural Networks: An Empirical Study. 2020 abs/2002.01810 CoRR https://arxiv.org/abs/2002.01810 db/journals/corr/corr2002.html#abs-2002-01810

Paul Schwerdtner Florens Greßner Nikhil Kapoor Felix Assion René Sass Wiebke Günther Fabian Hüger Peter Schlicht Risk Assessment for Machine Learning Models. 2020 abs/2011.04328 CoRR https://arxiv.org/abs/2011.04328 db/journals/corr/corr2011.html#abs-2011-04328

Felix Assion Peter Schlicht Florens Greßner Wiebke Günther Fabian Hüger Nico M. Schmidt Umair Rasheed The Attack Generator: A Systematic Approach Towards Constructing Adversarial Attacks. 1370-1379 2019 CVPR Workshops http://openaccess.thecvf.com/content_CVPRW_2019/html/SAIAD/Assion_The_Attack_Generator_A_Systematic_Approach_Towards_Constructing_Adversarial_Attacks_CVPRW_2019_paper.html https://doi.org/10.1109/CVPRW.2019.00177 conf/cvpr/2019w db/conf/cvpr/cvprw2019.html#AssionSGGHSR19

Nitin Augustine Sebastian Fischer Florens Greßner Wiebke Günther Tanja Hagemann Ahmed Hammam Fabian Hüger Nikhil Kapoor Jona Klemenc Alexandre Krattinger David Mickisch Mariele Motta Umair Rasheed Sascha Riemer René Sass Peter Schlicht Nico M. Schmidt Paul Schwerdtner Holger Trittenbach Tobias Wegel