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20202026
most citedAn Efficient and Multi-private Key Secure Aggregation for Federated Learning

3 citations · 6 across the 8 of their papers we have counts for

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cs.CR2026

Repurposing Backdoors for Good: Ephemeral Intrinsic Proofs for Verifiable Aggregation in Cross-silo Federated Learning

Xian Qin, Xue Yang, Xiaohu Tang

While Secure Aggregation (SA) protects update confidentiality in Cross-silo Federated Learning, it fails to guarantee aggregation integrity, allowing malicious servers to silently…