Abstain Rate Evaluation on CIFAR-10 poisoned standard (test)
10.9Abstain Rate (sigma=0.25)Cert-SSBD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Cert-SSBDAttack=One-pixel, Setting=all-to-one2025.04 | 10.9 | 7.8 | 6.55 | |
| Cert-SSBDAttack=Four-pixel, Setting=all-to-one2025.04 | 13.2 | 8.5 | 6.75 | |
| Cert-SSBDAttack=Blending, Setting=all-to-one2025.04 | 13.9 | 8.75 | 5.2 | |
| RABAttack=Blending, Setting=all-to-one2025.04 | 14.6 | 9.15 | 5.1 | |
| RABAttack=Four-pixel, Setting=all-to-one2025.04 | 14.65 | 9.3 | 5.15 | |
| RABAttack=One-pixel, Setting=all-to-one2025.04 | 14.95 | 8.5 | 5.5 |