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Yuchen Jiang

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Conference Jul 2026

A Secure Aggregation Scheme Based on Additive Secret Sharing for Federated Learning

To address privacy leakage in centralized aggregation, this paper proposes FedShare, a multi-server secure aggregation scheme based on additive secret sharing. It adopts a three-layer architecture (clients, ordinary aggregation servers, and a super aggregation server), where client model updates are split into secret s...

Yuchen Jiang · 0 citations

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