ConceptsStatistical Detection

Statistical Detection

A detection-engineering approach that builds rules on statistical properties of data, distributions, thresholds, behavioral baselines, complementing signature- and rule-based methods with behavior-driven coverage.

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Baseline Analysis

The foundation Statistical Detection builds on, worth understanding first.

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Baseline AnalysisStart here

Establishing what normal activity looks like in an environment so that deviations stand out as worth investigating. In detection and SIEM work, the baseline is the reference against which anomalies are measured.

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Relatedsorted by lesson coverage

Statistical Analysis for Detection

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Time-Series Detection

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Pyramid of Pain

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Anomaly Detection

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Signature-Based Detection

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Threshold Detection

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Related Lessons

1 lesson covers this concept

Common Detection Patterns

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