Explainable AI (XAI) in Anomaly Detection.

Updated May 5, 2026

Short answer

Explaining why a point was flagged[cite: 1].

Deep explanation

In fraud or medical cases, 'The black box said so' is not enough. Use SHAP or LIME to identify the features that contributed most to the anomaly score[cite: 1].

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