ResearchBenchmarksMembership Inference Attack on Pokémon lambdalabs blip-captions (fine-tuned)Membership Inference Attack on Pokémon lambdalabs blip-captions (fine-tuned)Follow97.01AUCSimA-MC48.119660.812373.50586.1977Sep 29, 2025Evaluation resultsMethodMethodLinksAUCASRTPR @ 1% FPRSimA-MC#Query=30, #mc=30#Query=30, #mc=302025.0997.0192.3170.5SimA-MC#Query=10, #mc=10#Query=10, #mc=102025.0996.7591.4763.79PIA#Query=2#Query=22025.0994.9390.5232.85SimA#Query=1#Query=12025.0993.587.8720.38Loss#Query=1#Query=12025.0992.0385.4740.77SecMIstat#Query=12#Query=122025.0988.1281.0429.02PFAMImet#Query=20#Query=202025.095023.180