Credit-based Differential Privacy Stochastic Model Aggregation Algorithm for Robust Federated Learning via Blockchain

Mengyao Du, Miao Zhang, Lin Liu, Kai Xu, Quanjun Yin. Credit-based Differential Privacy Stochastic Model Aggregation Algorithm for Robust Federated Learning via Blockchain. In Proceedings of the 52nd International Conference on Parallel Processing, ICPP 2023, Salt Lake City, UT, USA, August 7-10, 2023. pages 452-461, ACM, 2023. [doi]

Abstract

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