Certified Robustness to Label-Flipping Attacks via Randomized Smoothing

Elan Rosenfeld, Ezra Winston, Pradeep Ravikumar, Zico Kolter. Certified Robustness to Label-Flipping Attacks via Randomized Smoothing. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 8230-8241, PMLR, 2020. [doi]

Abstract

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