Publications

• A general framework for data-use auditing of ML models
  Zonghao Huang, Neil Zhenqiang Gong, Michael K. Reiter
  In Proceedings of the 31st ACM Conference on Computer and Communications Security (CCS), October 2024. [paper][code]

• The impact of exposed passwords on honeyword efficacy
  Zonghao Huang, Lujo Bauer, Michael K. Reiter
  In Proceedings of the 33rd USENIX Security Symposium, August 2024. [paper][code]

• Before 2020:

  • DP-ADMM: ADMM-based distributed learning with differential privacy
    Zonghao Huang, Rui Hu, Yuanxiong Guo, Eric Chan-Tin, Yanmin Gong
    In IEEE Transactions on Information Forensics and Security (TIFS), 2020.

  • Robust truth discovery against data poisoning in mobile crowdsensing
    Zonghao Huang, Miao Pan, Yanmin Gong
    In Proceedings of the IEEE Global Communications Conference (GLOBECOM), December 2019.

  • Differential location privacy for crowdsourced spectrum sensing
    Zonghao Huang, Yanmin Gong
    In Proceedings of the 5th IEEE Conference on Communications and Network Security (CNS), October 2017.