ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers

Husheng Han, Kaidi Xu, Xing Hu 0001, Xiaobing Chen, Ling Liang, Zidong Du, Qi Guo 0001, Yanzhi Wang, Yunji Chen. ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers. 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 28169-28181, 2021. [doi]

Abstract

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