Backdoor Detection on Tiny ImageNet (test)
0.996AUROCPSBD
Evaluation Results
| Method | Links | |
|---|---|---|
| PSBDAttack=Label-Consistent2024.06 | 0.996 | |
| PSBDAttack=Badnet2024.06 | 0.993 | |
| PSBDAttack=WaNet2024.06 | 0.985 | |
| PSBDAttack=Adaptive-Blend2024.06 | 0.969 | |
| PSBDAttack=Average2024.06 | 0.967 | |
| PSBDAttack=TrojanNN2024.06 | 0.963 | |
| PSBDAttack=Blend2024.06 | 0.958 | |
| CD-LAttack=Blend2024.06 | 0.922 | |
| PSBDAttack=ISSBA2024.06 | 0.907 | |
| CD-LAttack=TrojanNN2024.06 | 0.877 | |
| CD-LAttack=WaNet2024.06 | 0.831 | |
| CD-LAttack=ISSBA2024.06 | 0.801 | |
| CD-LAttack=Average2024.06 | 0.737 | |
| CD-LAttack=Adaptive-Blend2024.06 | 0.705 | |
| CD-LAttack=Label-Consistent2024.06 | 0.548 | |
| CD-LAttack=Badnet2024.06 | 0.474 |