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Anomaly Detection in Security

[əˈnɒməli dɪˈtɛkʃən ɪn sɪˈkjʊərəti]
Ethics & Safety
Last updated: December 9, 2024

Definition

The use of AI to identify unusual patterns or behaviors that may indicate security threats or attacks.

Detailed Explanation

Anomaly detection uses statistical and machine learning techniques to establish normal behavior patterns and identify deviations. It can detect both known and unknown threats by recognizing patterns that differ from expected behavior often using unsupervised learning approaches.

Use Cases

Network security monitoring Fraud detection System health monitoring Insider threat detection

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