Are you keeping pace with Cyber Security AI innovation?

A reflective analysis tracing the shift from signature-based antivirus to behavior- and AI/ML-driven endpoint protection and EDR, noting how polymorphism, exploits, cloud analytics, and on-device models changed detection and response. It argues that signatures now have limited frontline value versus scalable behavioral methods, while EDR provides concrete visibility of impact, and future defenses will hinge on AI-powered detection and correlation both in the cloud and at the endpoint.