Membership Inference Attack on Asclepius (fine-tuned)
8.17TPR@FPR=0.01
HT-MIA
Updated 4d ago
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
2026.01 | 8.17 | 73.48 | 37.07 | |
2026.01 | 8.17 | - | - | |
2026.01 | 8.17 | 73.48 | 37.07 | |
2026.01 | 4.77 | 73.12 | 31.29 | |
2026.01 | 4.77 | - | - | |
2026.01 | 4.77 | 73.12 | 31.29 | |
2026.01 | 4.1 | - | - | |
2026.01 | 4.1 | 64.91 | 27.2 | |
2026.01 | 2.71 | 67.49 | 23.3 | |
2026.01 | 2.71 | - | - | |
2026.01 | 2.71 | 67.49 | 23.3 | |
2026.01 | 2.5 | - | - | |
2026.01 | 2.5 | 68.19 | 22.05 | |
2026.01 | 2.47 | 61.37 | 17.96 | |
2026.01 | 2.47 | - | - | |
2026.01 | 2.47 | 61.37 | 17.96 | |
2026.01 | 2.39 | 63.8 | 19.77 | |
2026.01 | 2.39 | - | - | |
2026.01 | 2.39 | 63.8 | 19.77 | |
2026.01 | 2.36 | - | - | |
2026.01 | 2.36 | 61.66 | 17.99 | |
2026.01 | 2.28 | 63.32 | 19.7 | |
2026.01 | 2.28 | - | - | |
2026.01 | 2.28 | 63.32 | 19.7 | |
2026.01 | 2.25 | - | - | |
2026.01 | 2.25 | 63.65 | 19.05 | |
2026.01 | 2.2 | - | - | |
2026.01 | 2.2 | 63.22 | 18.88 | |
2026.01 | 2.1 | 63.99 | 21.7 | |
2026.01 | 2.1 | - | - | |
2026.01 | 2.1 | 63.99 | 21.7 | |
2026.01 | 1.94 | - | - | |
2026.01 | 1.94 | 62.25 | 17.75 | |
2026.01 | 1.89 | 61.56 | 17.34 | |
2026.01 | 1.89 | - | - | |
2026.01 | 1.89 | 61.56 | 17.34 | |
2026.01 | 1.82 | 60.84 | 16.23 | |
2026.01 | 1.82 | - | - | |
2026.01 | 1.82 | 60.84 | 16.23 | |
2026.01 | 1.81 | 56.79 | 11.09 | |
2026.01 | 1.81 | - | - | |
2026.01 | 1.81 | 56.79 | 11.09 | |
2026.01 | 1.49 | - | - | |
2026.01 | 1.49 | 61.03 | 15.45 | |
2026.01 | 1.44 | - | - | |
2026.01 | 1.44 | 54.31 | 12.54 | |
2026.01 | 1.31 | - | - | |
2026.01 | 1.31 | - | - | |
2026.01 | 1.31 | 53.47 | 12.02 | |
2026.01 | 1.31 | 53.66 | 12.07 | |
2026.01 | 1.27 | - | - | |
2026.01 | 1.27 | 53.24 | 11.51 | |
2026.01 | 1.2 | - | - | |
2026.01 | 1.2 | 53.32 | 11.7 | |
2026.01 | 1.16 | - | - | |
2026.01 | 1.16 | 53 | 11.57 | |
2026.01 | 0.9 | - | - | |
2026.01 | 0.9 | 54.45 | 13.1 |