Backdoor Detection on Tiny ImageNet
99.9TPRSCP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SCPAttack Type=Badnet, Poisoning ratio=10%2024.06 | 99.9 | 27.1 | |
| PSBDAttack Type=Badnet, Poisoning ratio=10%2024.06 | 98.9 | 8.8 | |
| PSBDAttack Type=Average2024.06 | 92.9 | 12.1 | |
| StripAttack Type=Badnet, Poisoning ratio=10%2024.06 | 84.1 | 10.8 | |
| CD-LAttack Type=Average2024.06 | 73.4 | 16.7 | |
| SCPAttack Type=Average2024.06 | 72.2 | 25.1 | |
| StripAttack Type=Average2024.06 | 53.8 | 9.5 | |
| SpectreAttack Type=Average2024.06 | 53.6 | 49.7 | |
| SpectreAttack Type=Badnet, Poisoning ratio=10%2024.06 | 52.2 | 49.7 | |
| SSAttack Type=Badnet, Poisoning ratio=10%2024.06 | 48 | 50.2 | |
| SSAttack Type=Average2024.06 | 46.6 | 50.2 | |
| CD-LAttack Type=Badnet, Poisoning ratio=10%2024.06 | 46.2 | 17.6 |