The Base-Rate Fallacy and the Difficulty of Intrusion Detection¶
Axelsson, S. (2000). The Base-Rate Fallacy and the Difficulty of Intrusion Detection. ACM Transactions on Information and System Security, 3(3), 186-205.
Cited by¶
1 citation across 1 artifact.
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Mechanisms¶
- Anomaly Detection
- When true anomalies are genuinely rare, even an accurate detector produces mostly false alarms, because the flood of ordinary variation dwarfs the handful of real events.
This sourceShows why rare true events can leave even accurate detectors with alarms dominated by false positives.
- When true anomalies are genuinely rare, even an accurate detector produces mostly false alarms, because the flood of ordinary variation dwarfs the handful of real events.
Verification¶
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Registry ID ref:90c2c5d42c3f · see in the full table