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PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning

Apr 12, 2020
Chenglin Yang, Adam Kortylewski, Cihang Xie, Yinzhi Cao, Alan Yuille


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Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems

Dec 16, 2017
Kexin Pei, Yinzhi Cao, Junfeng Yang, Suman Jana

* 16 pages, 11 tables, 11 figures 

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DeepXplore: Automated Whitebox Testing of Deep Learning Systems

Sep 24, 2017
Kexin Pei, Yinzhi Cao, Junfeng Yang, Suman Jana

* To be published in SOSP'17 

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