Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations

Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong. Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

Authors

Jinyuan Jia

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Binghui Wang

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Xiaoyu Cao

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Hongbin Liu

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Neil Zhenqiang Gong

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