ResearchBenchmarksMembership Inference Attack on CIFAR-10 50% (test)Membership Inference Attack on CIFAR-10 50% (test)Follow90.1Attack Success Rate (ASR)Ours60.35668.07875.883.522Oct 18, 2025Evaluation resultsMethodMethodLinksAttack Success Rate (ASR)Area Under Curve (AUC)OursQuery=5Query=52025.1090.10.957SecMIQuery=12Query=122025.1081.10.881NaiveLossQuery=1Query=12025.1066.30.718GAN-LeaksQuery=1000Query=10002025.1061.50.646