StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems

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Authors: Pavlos S. Bouzinis, Panagiotis Radoglou-Grammatikis, Ioannis Makris, Thomas Lagkas, Vasileios Argyriou, Georgios Th. Papadopoulos, Panagiotis Sarigiannidis, George K. Karagiannidis

Journal title: IEEE Transactions on Network and Service Management

Journal number: 22

Journal publisher: Institute of Electrical and Electronics Engineers (IEEE)

Published year: 2025

DOI identifier: 10.1109/TNSM.2025.3564387

ISSN: 1932-4537