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Start Over "Doug Tygar" Topic data privacy Journal ieee security & privacy
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1. A Taxonomy of Attacks on Federated Learning.

Author

Jere, Malhar S., Farnan, Tyler, and Koushanfar, Farinaz

Abstract

Federated learning is a privacy-by-design framework that enables training deep neural networks from decentralized sources of data, but it is fraught with innumerable attack surfaces. We provide a taxonomy of recent attacks on federated learning systems and detail the need for more robust threat modeling in federated learning environments. [ABSTRACT FROM AUTHOR]

Published
2021
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