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LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis

Aug 20, 2021
Fan Wu, Yunhui Long, Ce Zhang, Bo Li

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DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation

Mar 20, 2021
Boxin Wang, Fan Wu, Yunhui Long, Luka Rimanic, Ce Zhang, Bo Li

* 29 pages, 3 figures, 6 tables 

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Scalable Differentially Private Generative Student Model via PATE

Jun 21, 2019
Yunhui Long, Suxin Lin, Zhuolin Yang, Carl A. Gunter, Bo Li

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CommanderSong: A Systematic Approach for Practical Adversarial Voice Recognition

Jul 02, 2018
Xuejing Yuan, Yuxuan Chen, Yue Zhao, Yunhui Long, Xiaokang Liu, Kai Chen, Shengzhi Zhang, Heqing Huang, Xiaofeng Wang, Carl A. Gunter

* Accepted by USENIX Security 2018 

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Understanding Membership Inferences on Well-Generalized Learning Models

Feb 13, 2018
Yunhui Long, Vincent Bindschaedler, Lei Wang, Diyue Bu, Xiaofeng Wang, Haixu Tang, Carl A. Gunter, Kai Chen

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