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RobArch: Designing Robust Architectures against Adversarial Attacks


Jan 08, 2023
ShengYun Peng, Weilin Xu, Cory Cornelius, Kevin Li, Rahul Duggal, Duen Horng Chau, Jason Martin

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Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models


Aug 22, 2022
Xinlei He, Zheng Li, Weilin Xu, Cory Cornelius, Yang Zhang

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Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks


Dec 05, 2017
Weilin Xu, David Evans, Yanjun Qi

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* To appear in Network and Distributed Systems Security Symposium (NDSS) 2018 

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Feature Squeezing Mitigates and Detects Carlini/Wagner Adversarial Examples


May 30, 2017
Weilin Xu, David Evans, Yanjun Qi

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DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples


Apr 17, 2017
Ji Gao, Beilun Wang, Zeming Lin, Weilin Xu, Yanjun Qi

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* adversarial samples, deep neural network 

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