most citedLossless Privacy-Preserving Aggregation for Decentralized Federated Learning

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cs.LG2025★ 1 cited

Lossless Privacy-Preserving Aggregation for Decentralized Federated Learning

Xiaoye Miao, Bin Li, Yanzhang +2

Privacy concerns arise as sensitive data proliferate. Despite decentralized federated learning (DFL) aggregating gradients from neighbors to avoid direct data transmission, it stil…