Ahmed Hemida

Deception-Based Defense of Poisoning Attack in Federated Learning

2025 · IEEE Access

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 …