Backdoor Attack on Food101
89.95AccuracyVIPER
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VIPERBackbone=ViT-B/162026.05 | 89.95 | 99.99 | |
| BadViTBackbone=ViT-B/162026.05 | 89.25 | 99.67 | |
| WaNetBackbone=ViT-B/162026.05 | 87.01 | 99.65 | |
| BE-based attackBackbone=ViT-B/162026.05 | 84.13 | 99.81 | |
| AIBABackbone=ViT-B/162026.05 | 83.56 | 99.98 | |
| LoRA-based attackBackbone=ViT-B/162026.05 | 81.93 | 99.99 | |
| BadNetBackbone=ViT-B/162026.05 | 72.37 | 72.58 | |
| TrojViTBackbone=ViT-B/162026.05 | 67.53 | 98.84 | |
| Swarm (VPT-based)Backbone=ViT-B/162026.05 | 57.1 | 99.95 |