DNS anomaly detection with machine learning: How ManageEngine DDI Central stops threats before they start

ManageEngine DDI Central utilizes machine learning to transform DNS, DHCP, and IP infrastructure into a predictive security shield capable of detecting sophisticated, non-signature-based threats. By establishing behavioral baselines, the system identifies anomalies like DNS tunneling and DGA activity in real time to enable automated containment. This proactive approach provides security teams with actionable, real-time visibility to stop emerging network risks before they escalate into breaches.