Membership Inference Attack on TinyImageNet
94.05AUCReproMIA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReproMIAQuery=1+1, Target Model=DDPM2026.03 | 94.05 | 37.71 | |
| Tmc_cal#mc=52026.03 | 92.96 | 50.03 | |
| PIANQuery=1+1, Target Model=DDPM2026.03 | 89.55 | 28.57 | |
| PIAQuery=1+1, Target Model=DDPM2026.03 | 89 | 16.91 | |
| SecMIQuery=10+2, Target Model=DDPM2026.03 | 86.12 | 14.88 | |
| NAQuery=1, Target Model=DDPM2026.03 | 81.97 | 7.56 | |
| Tmc2026.03 | 76.44 | 5.33 | |
| Tnaive2026.03 | 72.33 | 4.1 |