Backdoor Defense on AndroZoo 33% (test)
98.68C-AccFST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FSTPoisoning Rate=0.012024.12 | 98.68 | 98.76 | |
| FTPoisoning Rate=0.012024.12 | 98.67 | 100 | |
| FT-initPoisoning Rate=0.012024.12 | 98.67 | 98.62 | |
| FSTPoisoning Rate=0.0052024.12 | 98.66 | 81.12 | |
| FTPoisoning Rate=0.0052024.12 | 98.63 | 81.53 | |
| FSTPoisoning Rate=0.052024.12 | 98.63 | 1.9 | |
| FT-initPoisoning Rate=0.0052024.12 | 98.62 | 82.36 | |
| FT-initPoisoning Rate=0.052024.12 | 98.62 | 99.9 | |
| FE-tuningPoisoning Rate=0.012024.12 | 98.6 | 97.07 | |
| Pre-trainedPoisoning Rate=0.052024.12 | 98.59 | 99.72 | |
| LPPoisoning Rate=0.012024.12 | 98.58 | 99.9 | |
| Pre-trainedPoisoning Rate=0.022024.12 | 98.58 | 99.45 | |
| FTPoisoning Rate=0.052024.12 | 98.58 | 100 | |
| LPPoisoning Rate=0.0052024.12 | 98.57 | 98.69 | |
| LPPoisoning Rate=0.022024.12 | 98.57 | 98.86 | |
| FE-tuningPoisoning Rate=0.052024.12 | 98.57 | 56.09 | |
| Pre-trainedPoisoning Rate=0.012024.12 | 98.56 | 99.9 | |
| FE-tuningPoisoning Rate=0.0052024.12 | 98.55 | 70.38 | |
| FE-tuningPoisoning Rate=0.022024.12 | 98.55 | 0.03 | |
| FSTPoisoning Rate=0.022024.12 | 98.55 | 0.01 | |
| Pre-trainedPoisoning Rate=0.0052024.12 | 98.53 | 82.91 | |
| FT-initPoisoning Rate=0.022024.12 | 98.53 | 56.23 | |
| LPPoisoning Rate=0.052024.12 | 98.53 | 100 | |
| FTPoisoning Rate=0.022024.12 | 98.45 | 100 | |
| PBPPoisoning Rate=0.012024.12 | 96.88 | 13.26 | |
| PBPPoisoning Rate=0.052024.12 | 96.86 | 0.89 | |
| PBPPoisoning Rate=0.0052024.12 | 96.76 | 3.83 | |
| PBPPoisoning Rate=0.022024.12 | 96.64 | 4.73 |