Terminology Index
Glossary
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Long Tail Analysis
An analytic technique that focuses on the rare, infrequent items in a dataset, the 'long tail', on the principle that uncommon activity is more likely to be malicious than the common bulk. Used in hunting and log analysis.
Long tail analysis ranks items by frequency and examines the rarest ones, the long tail of values that occur only once or a few times, because attacker activity (unusual processes, rare domains, one-off commands) tends to be uncommon while normal activity is high-volume and repetitive. By filtering out the common majority and scrutinizing the rare remainder, analysts surface anomalies worth investigating. It is a staple data-driven hunting and log-analysis technique, closely tied to frequency analysis.
Introduced in: Threat Hunting Fundamentals, Logging, Monitoring, and Telemetry
Examples
- Examining the rarest process names after filtering out common ones.
- Surfacing a one-off domain in the long tail of network connections.
- Scrutinizing infrequent commands that stand apart from the bulk.
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