On the Cross-Dataset Generalization of Machine Learning for Network Intrusion Detection

Marco Cantone, Claudio Marrocco, Alessandro Bria

Network Intrusion Detection Systems (NIDS) are a fundamental tool in cybersecurity. Their ability to generalize across diverse networks is a critical factor in their effectiveness…