Improving Adversarial Robustness via Mutual Information Estimation

Dawei Zhou, Nannan Wang 0001, Xinbo Gao 0001, Bo Han 0003, Xiaoyu Wang, Yibing Zhan, Tongliang Liu. Improving Adversarial Robustness via Mutual Information Estimation. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 27338-27352, PMLR, 2022. [doi]

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