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Yunxiang Zhang

Research Intern

Papers

  1. CaPC Learning: Confidential and Private Collaborative Learning
    Christopher A. Choquette-Choo, Natalie Dullerud, Adam Dziedzic, Yunxiang Zhang, Somesh Jha, Nicolas Papernot, Xiao Wang
    In Proceedings of the 9th International Conference on Learning Representations

    Paper

    @inproceedings{christopher2021capc,
      author = {Choquette-Choo, Christopher A. and Dullerud, Natalie and Dziedzic, Adam and Zhang, Yunxiang and Jha, Somesh and Papernot, Nicolas and Wang, Xiao},
      booktitle = {Proceedings of the 9th International Conference on Learning Representations},
      title = {CaPC Learning: Confidential and Private Collaborative Learning},
      year = {2021}
    }
    
  2. Machine Unlearning
    Lucas Bourtoule, Varun Chandrasekaran, Christopher Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, Nicolas Papernot
    In Proceedings of the 42nd IEEE Symposium on Security and Privacy, San Francisco, CA

    Paper

    @inproceedings{lucas2021machine,
      author = {Bourtoule, Lucas and Chandrasekaran, Varun and Choquette-Choo, Christopher and Jia, Hengrui and Travers, Adelin and Zhang, Baiwu and Lie, David and Papernot, Nicolas},
      booktitle = {Proceedings of the 42nd IEEE Symposium on Security and Privacy, San Francisco, CA},
      title = {Machine Unlearning},
      year = {2021}
    }
    
  3. Not my deepfake: towards plausible deniability for machine-generated media
    Baiwu Zhang, Jin Zhou, Ilia Shumailov, Nicolas Papernot

    @article{baiwu2020not,
      author = {Zhang, Baiwu and Zhou, Jin and Shumailov, Ilia and Papernot, Nicolas},
      title = {Not my deepfake: towards plausible deniability for machine-generated media},
      year = {2020}
    }
    
  4. On the Robustness of Cooperative Multi-Agent Reinforcement Learning
    Jieyu Lin, Kristina Dzeparoska, Sai Qian Zhang, Alberto Leon-Garcia, Nicolas Papernot

    Paper

    @article{jieyu2020on,
      author = {Lin, Jieyu and Dzeparoska, Kristina and Zhang, Sai Qian and Leon-Garcia, Alberto and Papernot, Nicolas},
      title = {On the Robustness of Cooperative Multi-Agent Reinforcement Learning},
      year = {2020}
    }