Podknife - Sybil Attacks on Federated Learning by Data Skeptic

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Sybil Attacks on Federated Learning

Podcast |: Data Skeptic
Publisher |: Kyle Polich
Media Type |: audio
Podknife tags |: Artificial Intelligence,; Data Science,; Interview,; Natural Sciences,; Science & Medicine,; Technology
Categories Via RSS |: Mathematics,; Science,; Technology
Publication Date |: Nov 13, 2020
Episode Duration |: 00:31:32

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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