Search Results for author: David Huang

Found 3 papers, 1 papers with code

PubDef: Defending Against Transfer Attacks From Public Models

1 code implementation26 Oct 2023 Chawin Sitawarin, Jaewon Chang, David Huang, Wesson Altoyan, David Wagner

We evaluate the transfer attacks in this setting and propose a specialized defense method based on a game-theoretic perspective.

Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map

no code implementations13 Dec 2022 Pengxiao Zang, Tristan T. Hormel, Jie Wang, Yukun Guo, Steven T. Bailey, Christina J. Flaxel, David Huang, Thomas S. Hwang, Yali Jia

To ensure that the BAM only highlights classifier-utilized biomarkers an assistant generator was trained to do the opposite, producing scans that would be classified as referable by the classifier from non-referable scans.

Decision Making

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