Threat Intelligence

Understanding Anomaly Detection: When Visibility Became Insight

Anomaly detection transforms network visibility into actionable insight. Learn how behavioral analytics identify subtle threats in complex connected environments by understanding what devices actually do.

December 24, 2025
5 min read

By 2019, organizations were starting to see what was really on their networks. Visibility had improved. Discovery was improving. Device classification was becoming more reliable. But something else became obvious: knowing what was connected didn't mean knowing what was happening.

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