Abstain Rate Evaluation on MNIST poisoned standard (test)
0.14Abstain Rate (sigma=0.25)Cert-SSBD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Cert-SSBDAttack=One-pixel, Setting=all-to-one2025.04 | 0.14 | 0.09 | 0.09 | |
| Cert-SSBDAttack=Four-pixel, Setting=all-to-one2025.04 | 0.19 | 0.19 | 0.05 | |
| Cert-SSBDAttack=Blending, Setting=all-to-one2025.04 | 0.24 | 0.14 | 0.09 | |
| RABAttack=One-pixel, Setting=all-to-one2025.04 | 0.33 | 0.09 | 0.09 | |
| RABAttack=Blending, Setting=all-to-one2025.04 | 0.43 | 0.09 | 0.09 | |
| RABAttack=Four-pixel, Setting=all-to-one2025.04 | 0.47 | 0.14 | 0.14 |