Publications

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2021

  1. arXiv
    ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models
    Yugeng Liu*, Rui Wen*, Xinlei He, Ahmed Salem, Zhikun Zhang, Michael Backes, Emiliano De Cristofaro, Mario Fritz, Yang Zhang
    CoRR abs/2102.02551, 2021 (* equal contribution)

2019

  1. COSE'19
    Securing android applications via edge assistant third-party library detection
    Zhushou Tang, Minhui Xue, Guozhu Meng, Chengguo Ying, Yugeng Liu, Jianan He, Haojin Zhu, Yang Liu
    Computers & Security, 2019

2018

  1. CCS'18
    HoMonit: Monitoring Smart Home Apps from Encrypted Traffic
    Wei Zhang, Yan Meng, Yugeng Liu, Xiaokuan Zhang, Yinqian Zhang, Haojin Zhu
    In ACM SIGSAC Conference on Computer and Communications Security (CCS), 2018