Search Results for author: Kuo-An Wei

Found 2 papers, 0 papers with code

On Distinctive Properties of Universal Perturbations

no code implementations31 Dec 2021 Sung Min Park, Kuo-An Wei, Kai Xiao, Jerry Li, Aleksander Madry

We identify properties of universal adversarial perturbations (UAPs) that distinguish them from standard adversarial perturbations.

Non-robust Features through the Lens of Universal Perturbations

no code implementations1 Jan 2021 Sung Min Park, Kuo-An Wei, Kai Yuanqing Xiao, Jerry Li, Aleksander Madry

We study universal adversarial perturbations and demonstrate that the above picture is more nuanced.

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