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cs.CR2024
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…
cs.LG2024★ 1 cited
Automatic AI controller that can drive with confidence: steering vehicle with uncertainty knowledge
Neha Kumari, Sumit Kumar. Sneha Priya, Ayush Kumar +1
In safety-critical systems that interface with the real world, the role of uncertainty in decision-making is pivotal, particularly in the context of machine learning models. For th…