False Negative
What is False Negative?
A security detection failure where a genuine threat is not identified, allowing malicious activity to proceed undetected.
Frameworks that govern false negative
What the standards actually require on false negative
Requirements naming false negative across 6 standards, quoted from the control text.
Safety is the property of a system that, under defined conditions, keeps it from reaching a state that endangers human life, health, well-being, property or the environment, and AI can bring new safety problems (ISO/IEC 23894 A.10).
iso-iec-42005-2025::6.8.2.7 · Safety →The design considers potential performance insufficiencies where an element's output could lead to hazardous behaviour at vehicle level, such as insufficient classification, measurement, tracking, target selection or kinematic estimation, false positive and fa...
iso-21448-2022::5.4 · 5.4 Performance insufficiencies and countermeasures considerations →Where artificial intelligence systems are used in detection (anomaly detection, pattern recognition, scoring of transactions or claims), govern them: define what they are for and which decisions they inform, validate their performance including false-positive...
iso-37003-2025::8.3.7 · Artificial intelligence systems →The risk associated with automated agents (NPEs) configuring and enforcing policy, including false positives and false negatives in automated decisions.
SP800-207-THR-NPE · Threat: Use of Non-Person Entities (NPE) in ZTA Administration →CSF 2.0 Category: assets are monitored to find anomalies, indicators of compromise and other potentially adverse events. Priority High.
nist-sp-800-61-rev-3::DE.CM · DE.CM Continuous monitoring of all asset types at all times, tuned and informed by threat information →Operate fraud detection + Transaction Risk Analysis + rate limiting + sandbox per scheme requirements. Fraud Detection and Transaction Risk Analysis must (a) implement real-time fraud detection at authorisation + initiation + completion + (b) consider device +...
OPENBANK-6 · Fraud Detection, Transaction Risk Analysis, Rate Limiting, Sandbox →Questions people ask about false negative
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