Sybil Attacks on Federated Learning

Clement Fung, a Societal Computing PhD student at Carnegie Mellon University, discusses his research in security of machine learning systems and a defense against targeted sybil-based poisoning called FoolsGold. Works Mentioned: The Limitations of Federated Learning in Sybil Settings Twitter: @clemfung Website: Thanks to our sponsors: Brilliant - Online learning platform. Check out Geometry Fundamentals!

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Clement Fung: Research in security/privacy of machine-learning systems, including federated-learning poisoning attacks.