Saeed Mudether Saeed Taha

Machine Learning in Cyber Security: A Systematic Literature Review of Intrusion Detection, Malware Analysis, and Adversarial Robustness

A conceptual layered framework for machine-learning-based security operations that integrates detection, adversarial-robustness testing, and human-analyst oversight is proposed by outlining directions for future research.