Shift Invariance Can Reduce Adversarial Robustness

Vasu Singla, Songwei Ge, Ronen Basri, David W. Jacobs. Shift Invariance Can Reduce Adversarial Robustness. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 1858-1871, 2021. [doi]

Abstract

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