Soonseok Kim

OUT-Guard: Context-Aware Risk Detection and Adaptive De-Identification of Rare and Extreme Information

Records containing rare and extreme information can pose substantial disclosure risks even after direct identifiers have been removed. Existing methods typically assess numerical outliers, rare categories, small contextual cells, and behavioral anomalies independently, limiting t...