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Automating Botnet Detection with Graph Neural Networks


Mar 13, 2020
Jiawei Zhou, Zhiying Xu, Alexander M. Rush, Minlan Yu

* AutoML for Networking and Systems Workshop of MLSys 2020 Conference 
* Data and code available https://github.com/harvardnlp/botnet-detection . Accepted as a workshop paper in MLSys 2020 Conference 

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An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning


Dec 19, 2019
Zhiying Xu, Shuyu Shi, Alex X. Liu, Jun Zhao, Lin Chen

* This full paper appears in the Proceedings of IEEE International Conference on Computer Communications (INFOCOM), held in April 2020 

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Reviewing and Improving the Gaussian Mechanism for Differential Privacy


Dec 07, 2019
Jun Zhao, Teng Wang, Tao Bai, Kwok-Yan Lam, Zhiying Xu, Shuyu Shi, Xuebin Ren, Xinyu Yang, Yang Liu, Han Yu

* 23 Pages 

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