Federated Learning with Dual Attention for Robust Modulation Classification under Attacks

no code implementations • 19 Jan 2024 • Han Zhang, Medhat Elsayed, Majid Bavand, Raimundas Gaigalas, Yigit Ozcan, Melike Erol-Kantarci

To this end, we leverage attention mechanisms as a defense against attacks in FL and propose a robust FL algorithm by integrating the attention mechanisms into the global model aggregation step.

Data Poisoning Federated Learning