Towards Defending against Adversarial Examples via Attack-Invariant Features

Dawei Zhou, Tongliang Liu, Bo Han 0003, Nannan Wang, Chunlei Peng, Xinbo Gao 0001. Towards Defending against Adversarial Examples via Attack-Invariant Features. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 12835-12845, PMLR, 2021. [doi]

Abstract

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