Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing

Jiaxiang Ren 0001, Yang Zhou 0001, Jiayin Jin, Lingjuan Lyu, Da Yan 0001. Dimension-independent Certified Neural Network Watermarks via Mollifier Smoothing. 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 28976-29008, PMLR, 2023. [doi]

Abstract

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