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Characterizing Attacks on Deep Reinforcement Learning

Jul 24, 2019
Chaowei Xiao, Xinlei Pan, Warren He, Jian Peng, Mingjie Sun, Jinfeng Yi, Mingyan Liu, Bo Li, Dawn Song


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Generating Adversarial Examples with Adversarial Networks

Jan 15, 2018
Chaowei Xiao, Bo Li, Jun-Yan Zhu, Warren He, Mingyan Liu, Dawn Song


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Spatially Transformed Adversarial Examples

Jan 09, 2018
Chaowei Xiao, Jun-Yan Zhu, Bo Li, Warren He, Mingyan Liu, Dawn Song


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Exploring the Space of Black-box Attacks on Deep Neural Networks

Dec 27, 2017
Arjun Nitin Bhagoji, Warren He, Bo Li, Dawn Song

* 25 pages, 7 figures, 10 tables 

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Adversarial Example Defenses: Ensembles of Weak Defenses are not Strong

Jun 15, 2017
Warren He, James Wei, Xinyun Chen, Nicholas Carlini, Dawn Song


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