Backdoor Attack on OxfordPets
94.36Accuracy (ACC)VIPER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VIPERBackbone=ViT-B/162026.05 | 94.36 | 99.79 | |
| BE-based attackBackbone=ViT-B/162026.05 | 93.75 | 98.94 | |
| BadViTBackbone=ViT-B/162026.05 | 91.92 | 98.3 | |
| LoRA-based attackBackbone=ViT-B/162026.05 | 91.68 | 100 | |
| AIBABackbone=ViT-B/162026.05 | 91.44 | 99.86 | |
| TrojViTBackbone=ViT-B/162026.05 | 87.01 | 95.32 | |
| Swarm (VPT-based)Backbone=ViT-B/162026.05 | 86.02 | 98.53 | |
| WaNetBackbone=ViT-B/162026.05 | 83.73 | 88.47 | |
| BadNetBackbone=ViT-B/162026.05 | 78.74 | 86.97 |