ResearchBenchmarksMembership Inference Attack on Clinicalnotes (fine-tuned)Membership Inference Attack on Clinicalnotes (fine-tuned)Follow0.8843AUCHT-MIA0.690340.7406950.791050.841405Jan 27, 2026Evaluation resultsMethodMethodLinksAUCTPR@FPR=0.1TPR@FPR=0.01HT-MIATarget Model=Qwen-3-0.6BTarget Model=Qwen-3-0.6B2026.010.884368.6138.39HT-MIATarget Model=LLaMA-3.2-1BTarget Model=LLaMA-3.2-1B2026.010.865970.5742.53RatioTarget Model=LLaMA-3.2-1BTarget Model=LLaMA-3.2-1B2026.010.864270.738.83LossTarget Model=LLaMA-3.2-1BTarget Model=LLaMA-3.2-1B2026.010.821258.9531.48HT-MIATarget Model=GPT-2Target Model=GPT-22026.010.697832.235.24