LLM as Detector: An In-context Learning Approach for Tabular Anomaly Detection

Tu Anh Hoang Nguyen, Dang Nguyen, Thuc Duy Le +2

Anomaly detection in tabular data is challenging because abnormal samples often arise as violations of cross-feature dependencies rather than simple marginal deviations. Existing d…