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Ramy Mostafa

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#artificial intelligence Review Open access Sep 2026

A Systematic Literature Review on Machine Learning for Intrusion Detection Systems

The goal of this Systematic Literature Review (SLR) is to provide a full picture of the most recent academic articles on ML-based IDS, addressing important research questions about the most widely used algorithms, the types of attacks and network environments covered, the methodological problems that remain unsolved, a...

Ali Ahmed, Ramy Mostafa, Mahmoud H. Qutqut et al. · 0 citations

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