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cs.CR2024★ 4 cited
A Critical Assessment of Interpretable and Explainable Machine Learning for Intrusion Detection
Omer Subasi, Johnathan Cree, Joseph Manzano +1
There has been a large number of studies in interpretable and explainable ML for cybersecurity, in particular, for intrusion detection. Many of these studies have significant amoun…
cs.CR2021★ 3 cited
Denial-of-Service Attack Detection via Differential Analysis of Generalized Entropy Progressions
Omer Subasi, Joseph Manzano, Kevin Barker
Denial-of-Service (DoS) attacks are one of the most common and consequential cyber attacks in computer networks. While existing research offers a plethora of detection methods, the…