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EdgeMixup: Improving Fairness for Skin Disease Classification and Segmentation


Feb 28, 2022
Haolin Yuan, Armin Hadzic, William Paul, Daniella Villegas de Flores, Philip Mathew, John Aucott, Yinzhi Cao, Philippe Burlina


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Defending Medical Image Diagnostics against Privacy Attacks using Generative Methods


Mar 04, 2021
William Paul, Yinzhi Cao, Miaomiao Zhang, Phil Burlina


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Practical Blind Membership Inference Attack via Differential Comparisons


Jan 07, 2021
Bo Hui, Yuchen Yang, Haolin Yuan, Philippe Burlina, Neil Zhenqiang Gong, Yinzhi Cao


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PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning


Apr 12, 2020
Chenglin Yang, Adam Kortylewski, Cihang Xie, Yinzhi Cao, Alan Yuille


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Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems


Dec 16, 2017
Kexin Pei, Yinzhi Cao, Junfeng Yang, Suman Jana

* 16 pages, 11 tables, 11 figures 

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DeepXplore: Automated Whitebox Testing of Deep Learning Systems


Sep 24, 2017
Kexin Pei, Yinzhi Cao, Junfeng Yang, Suman Jana

* To be published in SOSP'17 

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