Attribution Manipulation on CIFAR-10
0.1547Attribution ValueLatent Optimization
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Latent OptimizationBenign Target Rank=Rank 102026.05 | 0.1547 | 4 | 74.39 | |
| Latent OptimizationBenign Target Rank=Rank 22026.05 | 0.1522 | 1 | 73.59 | |
| ShadowBenign Target Rank=Rank 22026.05 | 0.1248 | 3 | 71.92 | |
| ShadowBenign Target Rank=Rank 102026.05 | 0.1129 | 6 | 72.75 | |
| Latent OptimizationBenign Target Rank=Rank 62026.05 | 0.1063 | 4 | 76.94 | |
| OutlierBenign Target Rank=Rank 22026.05 | 0.0916 | 5 | 67.47 | |
| ShadowBenign Target Rank=Rank 62026.05 | 0.0817 | 5 | 73.88 | |
| OutlierBenign Target Rank=Rank 102026.05 | 0.0798 | 8 | 68.85 | |
| OutlierBenign Target Rank=Rank 62026.05 | 0.0664 | 7 | 69.12 |