Adaptive and Proximal Federated Optimization for Transferable Network Intrusion Detection

Rezwan Islam Salvi, MD Rafin Jawad Hafiz, Abeer Mahmood Kalam +1

Network Intrusion Detection Systems (NIDS) based on deep learning often fail to detect attack classes that are absent from training data, limiting their robustness against zero-day…