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BACKDOORL: Backdoor Attack against Competitive Reinforcement Learning


May 02, 2021
Lun Wang, Zaynah Javed, Xian Wu, Wenbo Guo, Xinyu Xing, Dawn Song


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Robust saliency maps with decoy-enhanced saliency score


Feb 03, 2020
Yang Lu, Wenbo Guo, Xinyu Xing, William Stafford Noble


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TABOR: A Highly Accurate Approach to Inspecting and Restoring Trojan Backdoors in AI Systems


Aug 08, 2019
Wenbo Guo, Lun Wang, Xinyu Xing, Min Du, Dawn Song


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Explaining Deep Learning Models - A Bayesian Non-parametric Approach


Nov 07, 2018
Wenbo Guo, Sui Huang, Yunzhe Tao, Xinyu Xing, Lin Lin

* In Proceedings of the 32nd Conference on Neural Information Processing Systems. arXiv admin note: text overlap with arXiv:1705.08564 

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Learning Adversary-Resistant Deep Neural Networks


Aug 19, 2017
Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, Xue Liu, C. Lee Giles


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Towards Interrogating Discriminative Machine Learning Models


May 23, 2017
Wenbo Guo, Kaixuan Zhang, Lin Lin, Sui Huang, Xinyu Xing


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Adversary Resistant Deep Neural Networks with an Application to Malware Detection


Apr 27, 2017
Qinglong Wang, Wenbo Guo, Kaixuan Zhang, Alexander G. Ororbia II, Xinyu Xing, C. Lee Giles, Xue Liu


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Using Non-invertible Data Transformations to Build Adversarial-Robust Neural Networks


Dec 13, 2016
Qinglong Wang, Wenbo Guo, Alexander G. Ororbia II, Xinyu Xing, Lin Lin, C. Lee Giles, Xue Liu, Peng Liu, Gang Xiong


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