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Detection Specificity

How precisely a detection targets malicious activity without flagging benign behavior, high specificity means few false positives, because the detection fires narrowly on what is actually suspicious.

Specificity is about precision: a highly specific detection alerts only on genuinely malicious conditions, producing little noise, while a low-specificity rule flags lots of benign activity and overwhelms analysts. Tuning for specificity, by adding context and tightening conditions, reduces false positives, but pushed too far it can miss variants. Balancing specificity against robustness and coverage is a central craft of detection engineering.

Introduced in: Detection Engineering

Examples

  • Tightening a rule's conditions so it stops flagging benign activity.
  • Adding context so a detection fires only on genuinely suspicious behavior.
  • Balancing high specificity against missing technique variants.

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