siem

Explores how AI reshapes security monitoring by unifying logs, network flows, and endpoint telemetry to surface anomalies and insider threats in real time. Details ML, UEBA, and threat intel enrichment, plus SOAR automation and SIEM integration. Weighs privacy, explainability, false positives, adversarial risks, and model drift, and offers deployment best practices and metrics to demonstrate value.