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Marten van Dijk, Nhuong V Nguyen, Toan N Nguyen, Lam M Nguyen, Quoc Tran- Dinh, Phuong Ha Nguyen · 2020 · arXiv 2007.09208

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cs.CR 1

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2026 1

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CONDITIONAL 1

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SecureAFL: Secure Asynchronous Federated Learning

cs.CR · 2026-04-04 · conditional · novelty 5.0

SecureAFL secures asynchronous federated learning against poisoning attacks by detecting anomalous updates, estimating missing client contributions, and using Byzantine-robust aggregation.

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  • SecureAFL: Secure Asynchronous Federated Learning cs.CR · 2026-04-04 · conditional · none · ref 67

    SecureAFL secures asynchronous federated learning against poisoning attacks by detecting anomalous updates, estimating missing client contributions, and using Byzantine-robust aggregation.