Evaluating ML-based Intrusion Detection Systems: The Illusion of Model Efficacy

Achilleas Spanos, Ioanna Kantzavelou

Intrusion Detection has been revolutionized due to the integration of Machine Learning. Improved detection rates, reduced false alarms, and optimized algorithms contribute to the p…