Anomaly Detection in Security involves utilizing AI algorithms to identify unusual or suspicious activities that deviate from normal patterns. This helps in early detection of potential security threats, attacks, or breaches. By continuously monitoring network traffic, user behavior, or system operations, AI can flag anomalies for investigation, thereby enhancing safety and preventing cyber or physical security incidents efficiently.