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Membership Inference Attack on CIFAR100 (Balanced Accuracy, AUROC)

93.49AUROC

Curv ZO NLL

48.468460.156771.84583.5333Jul 3, 2024Oct 8, 2024Jan 13, 2025Apr 20, 2025Jul 26, 2025Oct 31, 2025Feb 5, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2024.07
93.4984.47---
2024.07
90.8880.73---
2024.07
90.1580.48---
2024.07
88.8981.55---
2026.02
83.8-10.61.420.0006
2026.01
82.674.5---
2024.07
82.2875.58---
2024.07
82.1176.29---
2024.07
81.1170.22---
2026.01
80.477.2---
2026.01
80.477.3---
2026.01
77.872.7---
2026.02
74.3-1.10.140.0001
2026.02
71.8-1.620.150.0001
2024.07
71.6662.71---
2026.02
67.8-1.860.280.0001
2026.02
67.7-1.40.080.0001
2026.02
67.5-1.560.180.0001
2026.02
67-0.980.110.0001
2026.02
66.9-1.510.120.0001
2026.02
65.3-30.493.380.0017
2026.02
64.2-1.010.050.0001
2026.02
63.7-1.530.230.0001
2026.02
63.5-1.30.170.0001
2026.02
62.4-1.370.140.0001
2026.02
62-1.660.210.0001
2026.01
61.257.7---
2026.01
60.557.8---
2026.02
59.1-1.540.280.0001
2026.02
57.7-1.360.140.0001
2026.02
56.4-1.490.150.0001
2026.02
56.1-1.110.130.0001
2026.02
55.9-1.470.120.0001
2026.02
50.2-1.150.180.0001