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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 use of Artificial Intelligence (AI) and Machine Learning (ML) in cybersecurity, especially for creating Intrusion Detection Systems (IDSs), has become increasingly important. These systems are essential for detecting malicious behaviour, identifying network issues, and stopping cyberattacks in real time. Despite ex...

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

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