Membership Inference Attack on Tiny-IN
90.31ASRSecMI+F
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SecMI+FModel Architecture=DDIM, Training Settings=Default, High-frequency Filter=True2025.05 | 90.31 | 93.82 | 25.79 | |
| PIA+FModel Architecture=DDIM, Training Settings=Default, High-frequency Filter=True2025.05 | 89.12 | 93.23 | 32.91 | |
| SecMIModel Architecture=DDIM, Training Settings=Default2025.05 | 82.91 | 89.6 | 13.96 | |
| PIAModel Architecture=DDIM, Training Settings=Default2025.05 | 80.87 | 86.3 | 14.66 | |
| Naive+FModel Architecture=DDIM, Training Settings=Default, High-frequency Filter=True2025.05 | 80.69 | 87.6 | 13.29 | |
| NaiveModel Architecture=DDIM, Training Settings=Default2025.05 | 74.6 | 81.97 | 7.96 |