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74 Results
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Poster
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Thu 13:30 |
A Critical Revisit of Adversarial Robustness in 3D Point Cloud Recognition with Diffusion-Driven Purification Jiachen Sun · Jiongxiao Wang · Weili Nie · Zhiding Yu · Zhuoqing Morley Mao · Chaowei Xiao |
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Workshop
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FACADE: A Framework for Adversarial Circuit Anomaly Detection and Evaluation Dhruv Pai · Andres Carranza · Rylan Schaeffer · Arnuv Tandon · Sanmi Koyejo |
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Workshop
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PAC-Bayesian Adversarially Robust Generalization Bounds for Deep Neural Networks Jiancong Xiao · Ruoyu Sun · Zhi-Quan Luo |
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Workshop
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Improving Adversarial Training for Multiple Perturbations through the Lens of Uniform Stability Jiancong Xiao · Zeyu Qin · Yanbo Fan · Baoyuan Wu · Jue Wang · Zhi-Quan Luo |
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Workshop
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Mathematical Theory of Adversarial Deep Learning Xiao-Shan Gao · Lijia Yu · Shuang Liu |
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Workshop
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Game-Theoretic Robust Reinforcement Learning Handles Temporally-Coupled Perturbations Yongyuan Liang · Yanchao Sun · Ruijie Zheng · Xiangyu Liu · Tuomas Sandholm · Furong Huang · Stephen Mcaleer |
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Workshop
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Characterizing the Optimal 0−1 Loss for Multi-class Classification with a Test-time Attacker Sophie Dai · Wenxin Ding · Arjun Nitin Bhagoji · Daniel Cullina · Ben Zhao · Heather Zheng · Prateek Mittal |
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Workshop
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Like Oil and Water: Group Robustness and Poisoning Defenses Don’t Mix Michael-Andrei Panaitescu-Liess · Yigitcan Kaya · Tudor Dumitras |
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Workshop
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PIAT: Parameter Interpolation based Adversarial Training for Image Classification Kun He · Xin Liu · Yichen Yang · Zhou Qin · Weigao Wen · Hui Xue' · John Hopcroft |
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Workshop
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Benchmarking Adversarial Robustness of Compressed Deep Learning Models Brijesh Vora · Kartik Patwari · Syed Mahbub Hafiz · Zubair Shafiq · Chen-Nee Chuah |
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Workshop
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Towards Out-of-Distribution Adversarial Robustness Adam Ibrahim · Charles Guille-Escuret · Ioannis Mitliagkas · Irina Rish · David Krueger · Pouya Bashivan |
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Workshop
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Model-tuning Via Prompts Makes NLP Models Adversarially Robust Mrigank Raman · Pratyush Maini · Zico Kolter · Zachary Lipton · Danish Pruthi |