Adversarial Robustness of Stabilized Neural ODE Might be from Obfuscated Gradients

Yifei Huang, Yaodong Yu, Hongyang Zhang, Yi Ma 0001, Yuan Yao. Adversarial Robustness of Stabilized Neural ODE Might be from Obfuscated Gradients. In Joan Bruna, Jan S. Hesthaven, Lenka Zdeborová, editors, Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual Conference / Lausanne, Switzerland. Volume 145 of Proceedings of Machine Learning Research, pages 497-515, PMLR, 2021. [doi]

Abstract

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