Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing

Jinyuan Jia, Xiaoyu Cao, Binghui Wang, Neil Zhenqiang Gong. Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26-30, 2020. OpenReview.net, 2020. [doi]

Authors

Jinyuan Jia

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Xiaoyu Cao

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Binghui Wang

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Neil Zhenqiang Gong

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