ResearchBenchmarksMembership Inference Attack on Tiny-ImageNet 50% (test)For AI assistantsMarkdownContent indexMembership Inference Attack on Tiny-ImageNet 50% (test)Follow84.2Attack Success Rate (ASR)Ours53.31261.33169.3577.369Oct 18, 2025Evaluation resultsMethodMethodLinksAttack Success Rate (ASR)Area Under the Curve (AUC)OursQuery=5Query=52025.1084.291.2SecMIQuery=12Query=122025.1082.189.4NaiveLossQuery=1Query=12025.1064.670GAN-LeaksQuery=1000Query=10002025.1054.545.7