Backdoor Certification on ImageNette (test)
74AERCert-SSBD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Cert-SSBDAttack Setting=One-pixel, Radius=02025.04 | 74 | 94.62 | |
| Cert-SSBDAttack Setting=One-pixel, Radius=0.252025.04 | 74 | 81.06 | |
| Cert-SSBDAttack Setting=One-pixel, Radius=0.52025.04 | 74 | 61.46 | |
| Cert-SSBDAttack Setting=One-pixel, Radius=0.752025.04 | 74 | 50.84 | |
| Cert-SSBDAttack Setting=One-pixel, Radius=12025.04 | 74 | 38.84 | |
| Cert-SSBDAttack Setting=One-pixel, Radius=1.252025.04 | 74 | 25.08 | |
| Cert-SSBDAttack Setting=One-pixel, Radius=1.52025.04 | 74 | 10.28 | |
| Cert-SSBDAttack Setting=Blending, Radius=02025.04 | 70 | 93.32 | |
| Cert-SSBDAttack Setting=Blending, Radius=0.252025.04 | 70 | 78.16 | |
| Cert-SSBDAttack Setting=Blending, Radius=0.52025.04 | 70 | 42.48 | |
| Cert-SSBDAttack Setting=Blending, Radius=0.752025.04 | 70 | 52.34 | |
| Cert-SSBDAttack Setting=Blending, Radius=12025.04 | 70 | 38.26 | |
| Cert-SSBDAttack Setting=Blending, Radius=1.252025.04 | 70 | 17.28 | |
| Cert-SSBDAttack Setting=Blending, Radius=1.52025.04 | 70 | 1.4 | |
| Cert-SSBDAttack Setting=Four-pixel, Radius=02025.04 | 65 | 94 | |
| Cert-SSBDAttack Setting=Four-pixel, Radius=0.252025.04 | 65 | 77.78 | |
| Cert-SSBDAttack Setting=Four-pixel, Radius=0.52025.04 | 65 | 59.64 | |
| Cert-SSBDAttack Setting=Four-pixel, Radius=0.752025.04 | 65 | 44.8 | |
| Cert-SSBDAttack Setting=Four-pixel, Radius=12025.04 | 65 | 28.36 | |
| Cert-SSBDAttack Setting=Four-pixel, Radius=1.252025.04 | 65 | 14.4 | |
| Cert-SSBDAttack Setting=Four-pixel, Radius=1.52025.04 | 65 | 5.68 | |
| RABAttack Setting=One-pixel, Radius=02025.04 | 49 | 94.56 | |
| RABAttack Setting=One-pixel, Radius=0.252025.04 | 49 | 73.36 | |
| RABAttack Setting=One-pixel, Radius=0.52025.04 | 49 | 52.86 | |
| RABAttack Setting=One-pixel, Radius=0.752025.04 | 49 | 35.04 | |
| RABAttack Setting=One-pixel, Radius=12025.04 | 49 | 14.24 | |
| RABAttack Setting=Four-pixel, Radius=02025.04 | 48 | 94.44 | |
| RABAttack Setting=Four-pixel, Radius=0.252025.04 | 48 | 73.66 | |
| RABAttack Setting=Four-pixel, Radius=0.52025.04 | 48 | 51.48 | |
| RABAttack Setting=Four-pixel, Radius=0.752025.04 | 48 | 33.24 | |
| RABAttack Setting=Four-pixel, Radius=12025.04 | 48 | 13.46 | |
| RABAttack Setting=Blending, Radius=02025.04 | 48 | 94.66 | |
| RABAttack Setting=Blending, Radius=0.252025.04 | 48 | 74.28 | |
| RABAttack Setting=Blending, Radius=0.52025.04 | 48 | 51.56 | |
| RABAttack Setting=Blending, Radius=0.752025.04 | 48 | 33.6 | |
| RABAttack Setting=Blending, Radius=12025.04 | 48 | 13.28 |