Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?

Ruisi Cai, Zhenyu Zhang, Zhangyang Wang. Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 3495-3506, PMLR, 2023. [doi]

Abstract

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