Multi-Level Distributional Entropy for Explainable Network Intrusion Detection

Mohamed Aly Bouke, Md Shohel Sayeed, Swee-Huay Heng +2

Machine learning network intrusion detection systems (IDS) rely on aggregate flow statistics that discard distributional structure, while established entropy measures require raw p…