The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

Sources for False positives in AI security tools

2 sources

Guide citations are still under editorial review.

NIST · SP 800-94 · 2007 Foundational official guidance

Guide to Intrusion Detection and Prevention Systems (original source, new tab)

Defines detection errors and operational tradeoffs; the publication is old and is not a current product assessment.

Guo and colleagues · ICML 2017 Research study

On Calibration of Modern Neural Networks (original source, new tab)

Studies agreement between classification confidence and observed accuracy; fluent language is not a calibrated probability.

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