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WIKICROOK

Reporting artifact

A distortion in results caused by how data is collected, classified, or shared rather than by the underlying threat itself.

A reporting artifact is a distortion in observed results caused by how data is collected, classified, or shared, rather than by a change in the underlying threat. For example, a region may appear to have more incidents because organizations there report them more consistently or a dataset has better visibility into local activity.

In cybersecurity, reporting artifacts matter because defenders and analysts use incident data to identify trends and set priorities. Differences between regions, sectors, or time periods should be checked against collection methods, definitions, coverage, and reporting practices before being treated as evidence of different attacker behavior. Compare findings with independent sources and your own telemetry, and look for patterns that persist when measurement methods change.

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