Membership Inference Attack
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
80.4MIA Accuracy
4
Jul 7, 2026
86.9MIA Accuracy
4
Jul 7, 2026
66.1MIA Accuracy
4
Jul 7, 2026
0.732AUC
4
Jul 7, 2026
8.4TPR@1%FPR
4
Jul 1, 2026
9TPR@1%FPR
4
Jul 1, 2026
0.65AUC
4
Jun 8, 2026
0.67AUC
4
Jun 8, 2026
0.72AUC
4
Jun 8, 2026
0.91AUC
4
Jun 8, 2026
0.82AUC
4
Jun 4, 2026
0.85AUC
4
Jun 4, 2026
63.3MIA Accuracy (SGD)
4
May 12, 2026
52.1MIA Accuracy (SGD)
4
May 12, 2026
59.6MIA Accuracy (SGD)
4
May 12, 2026
72.5MIA Accuracy (SGD)
4
May 12, 2026
0.901AUC
4
May 11, 2026
0.68Mean AUC
4
May 1, 2026
0.358Advantage
4
Apr 28, 2026
54Coverage (Cov.)
4
Apr 28, 2026
0.54Coverage
4
Apr 28, 2026
86.1ASR
4
Apr 20, 2026
84.2Attack Success Rate (ASR)
4
Apr 20, 2026
83.9Attack Success Rate (ASR)
4
Apr 20, 2026
90.1Attack Success Rate (ASR)
4
Apr 20, 2026