Clement Fung
PhD Student
Carnegie Mellon University

Research


Selected Publications

Technical Reports

  • Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning
    Muhammad Shayan, Clement Fung, Chris J.M. Yoon, Ivan Beschastnikh.
    arXiv preprint, November 2018.
    [PDF]

  • Mitigating Sybils in Federated Learning Poisoning
    Clement Fung, Chris J.M. Yoon, Ivan Beschastnikh.
    arXiv preprint, August 2018.
    [PDF]

  • Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting
    Clement Fung, Jamie Koerner, Stewart Grant, Ivan Beschastnikh.
    arXiv preprint, November 2018.
    [PDF]

Posters

  • Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning
    Muhammad Shayan, Clement Fung, Chris J.M. Yoon, Ivan Beschastnikh.
    NSDI 2019 Poster Session
    Boston, MA. February 2019.
    [PDF]

Other External Talks

  • Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting
    UBC Cybersecurity Summit, Vancouver, BC. May 2018.
    [Video] [Poster]

  • Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting
    University of Toronto, Toronto, ON. December 2017.
    [Link]