PrivateFL: Accurate, Differentially Private Federated Learning via Personalized Data Transformation

Yuchen Yang, Bo Hui, Haolin Yuan, Neil Zhenqiang Gong, Yinzhi Cao. PrivateFL: Accurate, Differentially Private Federated Learning via Personalized Data Transformation. In Joseph A. Calandrino, Carmela Troncoso, editors, 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. pages 1595-1612, USENIX Association, 2023. [doi]

Authors

Yuchen Yang

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Bo Hui

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Haolin Yuan

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Neil Zhenqiang Gong

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Yinzhi Cao

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