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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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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Grace Colette Tessa Masse, Abderrahim Benslimane, Vianney Kengne Tchendji, Ahmed Hemida Anwar
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2025-01-01
Rangatū:IEEE Access
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/11170320/
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