Thrilled to share that part of our work on handling data heterogeneity in federated learning-based intrusion detection systems has been adopted as a new baseline by Flower Labs!
Particular thanks to Panagiotis Radoglou Grammatikis, PhD and Panagiotis Sarigiannidis (and remaining colleagues) for leading the initiative and involving me!
Paper: P.S. Bouzinis, P. Radoglou-Grammatikis, I. Makris, T. Lagkas, V. Argyriou, G. Th. Papadopoulos, P. Sarigiannidis and G. K. Karagiannidis, “StatAvg: Mitigating Data Heterogeneity in Federated Learning for Intrusion Detection Systems”, arXiv, 2024.