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Signature-Based Detection

Detection that matches known indicators or patterns, hashes, strings, byte sequences, against observed data. Fast and precise for known threats, but unable to detect novel attacks on its own.

Signature-based detection looks for known-bad patterns: hashes of malware, byte sequences inside files, specific strings in network traffic, or IOC matches. It is fast, precise, and produces low false positives for what it covers, but it can't see anything new, attackers easily defeat signatures with small changes. As a logging-and-monitoring fundamental, signature-based detection works alongside behavioral and anomaly methods to give layered detection: signatures for the known, behavior for the novel.

Introduced in: Logging, Monitoring, and Telemetry

Examples

  • Matching a known malware file hash to alert on the infection.
  • Catching a known attack pattern in network traffic via signatures.
  • Pairing signature detection with behavior-based methods for layered coverage.

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