Adversarial Robustness Guarantees for Random Deep Neural Networks

Giacomo De Palma, Bobak Toussi Kiani, Seth Lloyd. Adversarial Robustness Guarantees for Random Deep Neural Networks. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 2522-2534, PMLR, 2021. [doi]

Abstract

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