A Framework for Evaluating Gradient Leakage Attacks in Federated Learning

Apr 23, 2020
Wenqi Wei, Ling Liu, Margaret Loper, Ka-Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu


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TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems

Apr 09, 2020
Ka-Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu


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Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability

Nov 21, 2019
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu


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Differentially Private Model Publishing for Deep Learning

May 05, 2019
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex

* Proceedings of the 40th IEEE Symposium on Security and Privacy (Oakland), 2019 

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Adversarial Examples in Deep Learning: Characterization and Divergence

Oct 29, 2018
Wenqi Wei, Ling Liu, Stacey Truex, Lei Yu, Mehmet Emre Gursoy, Yanzhao Wu


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