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Hongyang Zhang

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Towards Transferable Unrestricted Adversarial Examples with Minimum Changes

Jan 04, 2022
Fangcheng Liu, Chao Zhang, Hongyang Zhang

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Unrestricted Adversarial Attacks on ImageNet Competition

Oct 25, 2021
Yuefeng Chen, Xiaofeng Mao, Yuan He, Hui Xue, Chao Li, Yinpeng Dong, Qi-An Fu, Xiao Yang, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu, Fangcheng Liu, Chao Zhang, Hongyang Zhang, Yichi Zhang, Shilong Liu, Chang Liu, Wenzhao Xiang, Yajie Wang, Huipeng Zhou, Haoran Lyu, Yidan Xu, Zixuan Xu, Taoyu Zhu, Wenjun Li, Xianfeng Gao, Guoqiu Wang, Huanqian Yan, Ying Guo, Chaoning Zhang, Zheng Fang, Yang Wang, Bingyang Fu, Yunfei Zheng, Yekui Wang, Haorong Luo, Zhen Yang

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Self-Adaptive Training: Bridging the Supervised and Self-Supervised Learning

Jan 21, 2021
Lang Huang, Chao Zhang, Hongyang Zhang

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On the Power of Abstention and Data-Driven Decision Making for Adversarial Robustness

Oct 13, 2020
Maria-Florina Balcan, Avrim Blum, Dravyansh Sharma, Hongyang Zhang

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Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients

Sep 28, 2020
Yifei Huang, Yaodong Yu, Hongyang Zhang, Yi Ma, Yuan Yao

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Adversarial Robustness Through Local Lipschitzness

Apr 16, 2020
Yao-Yuan Yang, Cyrus Rashtchian, Hongyang Zhang, Ruslan Salakhutdinov, Kamalika Chaudhuri

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Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images

Mar 05, 2020
Avrim Blum, Travis Dick, Naren Manoj, Hongyang Zhang

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Self-Adaptive Training: beyond Empirical Risk Minimization

Feb 24, 2020
Lang Huang, Chao Zhang, Hongyang Zhang

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