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

Pavlos S. Bouzinis, Panagiotis Radoglou-Grammatikis, Ioannis Makris +5

Federated learning (FL) is a decentralized learning technique that enables participating devices to collaboratively build a shared Machine Leaning (ML) or Deep Learning (DL) model…