An AI security agent for ACMIS achieves 0.91 macro-average F1 threat detection on simulated data using anomaly detection and behavioral analytics, outperforming a 0.49 rule-based baseline with sub-300ms critical response latency.
The least secure places in the universe? A system- atic literature review on information security management in higher education,
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An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response
An AI security agent for ACMIS achieves 0.91 macro-average F1 threat detection on simulated data using anomaly detection and behavioral analytics, outperforming a 0.49 rule-based baseline with sub-300ms critical response latency.