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Sicheng Zhu

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Benchmarking the Robustness of Image Watermarks

Jan 22, 2024
Bang An, Mucong Ding, Tahseen Rabbani, Aakriti Agrawal, Yuancheng Xu, Chenghao Deng, Sicheng Zhu, Abdirisak Mohamed, Yuxin Wen, Tom Goldstein, Furong Huang

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AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models

Oct 23, 2023
Sicheng Zhu, Ruiyi Zhang, Bang An, Gang Wu, Joe Barrow, Zichao Wang, Furong Huang, Ani Nenkova, Tong Sun

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More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes

Aug 02, 2023
Bang An, Sicheng Zhu, Michael-Andrei Panaitescu-Liess, Chaithanya Kumar Mummadi, Furong Huang

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On the Possibilities of AI-Generated Text Detection

Apr 10, 2023
Souradip Chakraborty, Amrit Singh Bedi, Sicheng Zhu, Bang An, Dinesh Manocha, Furong Huang

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Understanding the Generalization Benefit of Model Invariance from a Data Perspective

Nov 10, 2021
Sicheng Zhu, Bang An, Furong Huang

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Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization

Feb 26, 2020
Sicheng Zhu, Xiao Zhang, David Evans

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Guess First to Enable Better Compression and Adversarial Robustness

Jan 10, 2020
Sicheng Zhu, Bang An, Shiyu Niu

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