A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness

Jiachen Sun, Akshay Mehra, Bhavya Kailkhura, Pin-Yu Chen, Dan Hendrycks, Jihun Hamm, Z. Morley Mao. A Spectral View of Randomized Smoothing Under Common Corruptions: Benchmarking and Improving Certified Robustness. In Shai Avidan, Gabriel J. Brostow, Moustapha Cissé, Giovanni Maria Farinella, Tal Hassner, editors, Computer Vision - ECCV 2022 - 17th European Conference, Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part IV. Volume 13664 of Lecture Notes in Computer Science, pages 654-671, Springer, 2022. [doi]

Authors

Jiachen Sun

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Akshay Mehra

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Bhavya Kailkhura

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Pin-Yu Chen

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Dan Hendrycks

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Jihun Hamm

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Z. Morley Mao

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