Automated Discovery of Adaptive Attacks on Adversarial Defenses

Chengyuan Yao, Pavol Bielik, Petar Tsankov, Martin T. Vechev. Automated Discovery of Adaptive Attacks on Adversarial Defenses. 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 26858-26870, 2021. [doi]

Abstract

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