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Data Skeptic

Sybil Attacks on Federated Learning

Nov 13, 2020 · 31 min · 37.8 MB
0:00-31:32

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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: https://clementfung.github.io/

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