Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning

Zebang Shen, Jiayuan Ye 0001, Anmin Kang, Hamed Hassani, Reza Shokri. Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

Authors

Zebang Shen

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Jiayuan Ye 0001

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Anmin Kang

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Hamed Hassani

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Reza Shokri

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