Auditing Data Removal on MNIST M6 Disjoint Set
94PKSLiu et al. method
Evaluation Results
| Method | Links | |
|---|---|---|
| Liu et al. methodk (calibration set quality)=50, Target model=3-layer MLP2021.09 | 94 | |
| Liu et al. methodk (calibration set quality)=60, Target model=3-layer MLP2021.09 | 90 | |
| Liu et al. methodk (calibration set quality)=70, Target model=3-layer MLP2021.09 | 88 | |
| Liu et al. methodk (calibration set quality)=80, Target model=3-layer MLP2021.09 | 87 | |
| Liu et al. methodk (calibration set quality)=90, Target model=3-layer MLP2021.09 | 86 | |
| Liu et al. methodk (calibration set quality)=100, Target model=3-layer MLP2021.09 | 82 | |
| Ensembled Membership Auditing (EMA)k (calibration set quality)=100-50, Target model=3-layer MLP2021.09 | 0 |