Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization

Xinchen Lyu, Xinyun Hou, Chenshan Ren, Xin Ge, Penglin Yang, Qimei Cui, Xiaofeng Tao. Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization. IEEE Transactions on Information Forensics and Security, 19:4070-4085, 2024. [doi]

Abstract

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