The Role of AI/ML in Security Operations

This article by David Kennedy argues that AI and ML are fundamentally reshaping cybersecurity by shifting from signature-based to behavioral detections, enhancing SOC efficiency, integrating with MITRE ATT&CK and real-time threat intelligence, improving deception and visibility through unified telemetry, and enabling faster, more accurate threat identification and automated high-confidence responses; it also highlights risks from adversarial use and stresses that AI augments rather than replaces human analysts, pointing toward a proactive, adaptable defense future across diverse tech environments.