Adaptive Intrusion Detection in the Networking of Large-Scale LANs with Segmented Federated Learning

1 code implementation • IEEE Open Journal of the Communications Society (Conference version: IJCNN) 2020 • Yuwei Sun, Hiroshi Esaki, Hideya Ochiai.

We propose Segmented-Federated Learning (Segmented-FL), where by employing periodic local model evaluation and network segmentation, we aim to bring similar network environments to the same group.

Network Intrusion Detection Personalized Federated Learning