Lower Bounds on Adversarial Robustness from Optimal Transport

Arjun Nitin Bhagoji, Daniel Cullina, Prateek Mittal. Lower Bounds on Adversarial Robustness from Optimal Transport. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 7496-7508, 2019. [doi]

Abstract

Abstract is missing.