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Deception-Based Defense of Poisoning Attack in Federated Learning

Federated Learning (FL) enables decentralized model training to protect data privacy but introduces new security and privacy challenges. One of the most severe threats to FL systems is poisoning attacks, which can disrupt model convergence or manipulate prediction outcomes. Addressing these attacks...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Grace Colette Tessa Masse, Abderrahim Benslimane, Vianney Kengne Tchendji, Ahmed Hemida Anwar
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: IEEE 2025-01-01
Cyfres:IEEE Access
Pynciau:
Mynediad Ar-lein:https://ieeexplore.ieee.org/document/11170320/
Tagiau: Ychwanegu Tag
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