Coordinated Jamming and Poisoning Attack Detection and Mitigation in Wireless Federated Learning Networks

Wireless Federated Learning (FL) is a distributed Artificial Intelligence (AI) framework, enabling decision-making at the network edge where data are generated. However, wireless transmissions of model updates from edge nodes to the coordinating server are vulnerable to jamming, alongside the inhere...

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Bibliographic Details

Published in:	IEEE Open Journal of the Communications Society
Main Authors:	Sofia Barkatsa, Maria Diamanti, Panagiotis Charatsaris, Stefanos Voikos, Eirini Eleni Tsiropoulou, Symeon Papavassiliou
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Bayesian games contribution averaging federated learning incomplete information jamming poisoning
Online Access:	https://ieeexplore.ieee.org/document/10955168/