Adversarial Examples Are a Natural Consequence of Test Error in Noise

Justin Gilmer, Nicolas Ford, Nicholas Carlini, Ekin D. Cubuk. Adversarial Examples Are a Natural Consequence of Test Error in Noise. In Kamalika Chaudhuri, Ruslan Salakhutdinov, editors, Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA. Volume 97 of Proceedings of Machine Learning Research, pages 2280-2289, PMLR, 2019. [doi]

Abstract

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