Backdoor Attack on UCF101
82.37AccuracyVIPER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VIPERBackbone=ViT-B/162026.05 | 82.37 | 100 | |
| WaNetBackbone=ViT-B/162026.05 | 79.11 | 99.68 | |
| Swarm (VPT-based)Backbone=ViT-B/162026.05 | 78.92 | 97.62 | |
| BadViTBackbone=ViT-B/162026.05 | 78.23 | 99.74 | |
| BE-based attackBackbone=ViT-B/162026.05 | 77.8 | 99.97 | |
| LoRA-based attackBackbone=ViT-B/162026.05 | 77.61 | 100 | |
| AIBABackbone=ViT-B/162026.05 | 73.66 | 100 | |
| BadNetBackbone=ViT-B/162026.05 | 61.25 | 49.68 | |
| TrojViTBackbone=ViT-B/162026.05 | 59.74 | 97.4 |