M. Mandar

Human-Aware Next-Generation SOCs: A Machine Learning-Based Decision Model for Sustainable Threat Detection and Prevention

Security Operations Centers (SOCs) increasingly face alert overload, analyst fatigue, and difficulties i n maintaining effective threat prioritization under high-volume cyber environments. While machine learning-based intrusion detection systems achieve strong detection performance, most approaches insufficiently c o n...