Membership Inference Attack on CIFAR-100
14.22TPR @ 0.01% FPR
ReproMIA
Updated 3d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.03 | 14.22 | - | - | - | - | 33.71 | 70.37 | |
2026.03 | 12.9 | - | - | - | - | 30.78 | 68.49 | |
2026.03 | 6.52 | - | - | - | - | 16.3 | 48.2 | |
2026.03 | 4.25 | - | - | - | - | 14.6 | 45.54 | |
2026.03 | 0.41 | - | - | - | - | 2.94 | 10.06 | |
2026.03 | 0.26 | - | - | - | - | 2.02 | 8.31 | |
2026.03 | 0 | - | - | - | - | 0.07 | 2.76 | |
2026.03 | 0 | - | - | - | - | 0.06 | 2.57 | |
2026.03 | 0 | - | - | - | - | 0.14 | 7.9 | |
2026.03 | 0 | - | - | - | - | 0.12 | 6.61 | |
2023.07 | - | 58.81 | 65.75 | - | - | - | - | |
2023.07 | - | 95.21 | 98.65 | - | - | - | - | |
2023.07 | - | 95.87 | 98.94 | - | - | - | - | |
2023.07 | - | 96.2 | 99.02 | - | - | - | - | |
2023.07 | - | 96.07 | 98.98 | - | - | - | - | |
| - | 79.57 | 85.41 | - | - | - | - | ||
2025.12 | - | - | - | 0.618 | 59.2 | - | - | |
2025.12 | - | - | - | 0.622 | 60 | - | - | |
2025.12 | - | - | - | 1 | 100 | - | - | |
2025.12 | - | - | - | 0.721 | 65.7 | - | - | |
2025.12 | - | - | - | 0.609 | 55.3 | - | - |