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Detecting AI Trojans Using Meta Neural Analysis


Oct 09, 2019
Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, Bo Li


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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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Plausible Deniability for Privacy-Preserving Data Synthesis


Aug 26, 2017
Vincent Bindschaedler, Reza Shokri, Carl A. Gunter

* In PVLDB 2017 

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