Muhammad Usama Nazir

A dynamic explainable AI framework for real-time intrusion detection and automated alert prioritization in security operation centers

Abstract Security Operation Center (SOC) analysts face 50–100 security alerts per hour, leading to cognitive fatigue and delayed incident response. Existing intrusion detection systems (IDS) suffer from high false-positive rates and opaque black-box architectures that erode analy...