FedDef: Defense Against Gradient Leakage in Federated Learning-based Network Intrusion Detection Systems

Jiahui Chen, Yi Zhao, Qi Li +2

Deep learning (DL) methods have been widely applied to anomaly-based network intrusion detection system (NIDS) to detect malicious traffic. To expand the usage scenarios of DL-base…