Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness

Jie Ren 0018, Die Zhang, Yisen Wang 0001, Lu Chen, Zhanpeng Zhou, Yiting Chen, Xu Cheng 0005, Xin Wang 0108, Meng Zhou, Jie Shi, Quanshi Zhang. Towards a Unified Game-Theoretic View of Adversarial Perturbations and 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 3797-3810, 2021. [doi]

Abstract

Abstract is missing.