Mohammadreza Amini
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126
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Networking×1Crypto×1ML×1Signal Processing×1
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2026
Toward Resilient 5G Networks: Comparative Analysis of Federated and Centralized Learning for RF Jamming Detection
This paper proposes a federated learning framework using FedAvg to detect RF jamming attacks in 5G networks directly from over-the-air IQ samples, achieving high accuracy while maintaining user data privacy.
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