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Attribute Inference Attack on MIMIC-IV

Attribute Inference Attack on MIMIC-IV

0F1 ScoreReal Data Risk

Updated 7mo ago

Evaluation results

Method	Links
Real Data Risk2026.03		0
Coogee2026.03		0

State-of-the-art paper

Real Data Risk

From Statistical Fidelity to Clinical Consistency: Scalable Generation and Auditing of Synthetic Patient Trajectories

Dataset

MIMIC

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Related benchmarks

Phenotyping (25-label) on MIMIC-IV Binary Mortality Prediction on MIMIC-IV Length-of-Stay Prediction (10-class) on MIMIC-IV Binary Readmission Prediction on MIMIC-IV Membership Inference Attack on MIMIC-IV (Accuracy and F1-Score)

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