ResearchBenchmarksMembership Inference Attack on (train)Membership Inference Attack on (train)Follow0.358AdvantageBaseline0.091760.160880.230.29912Apr 26, 2026Evaluation resultsMethodMethodLinksAdvantageAUROCBaselinePrivacy=Non-privatePrivacy=Non-private2026.040.3580.876LLM-CEGε=0.5ε=0.52026.040.1060.513LLM-CEGε=2ε=22026.040.1040.516LLM-CEGε=8ε=82026.040.1020.515