A Framework for robustness Certification of Smoothed Classifiers using F-Divergences

Krishnamurthy (Dj) Dvijotham, Jamie Hayes, Borja Balle, Zico Kolter, Chongli Qin, András György, Kai Xiao, Sven Gowal, Pushmeet Kohli. A Framework for robustness Certification of Smoothed Classifiers using F-Divergences. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020. OpenReview.net, 2020. [doi]

Abstract

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