Evaluating The Explainability of State-of-the-Art Deep Learning-based Network Intrusion Detection Systems

Ayush Kumar, Vrizlynn L. L. Thing

State-of-the-art deep learning (DL)-based network intrusion detection systems (NIDSs) offer limited "explainability". For example, how do they make their decisions? Do they suffer…