Upstream Backdoor Detection on ImageNet 1.0 (train)
1TPRDeDe
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeDeBackdoor Attack=CLIP Backdoor, Victim Backbone=ViT-B/16, Detector Training Data=In-distribution2024.11 | 1 | 0 | 1 | |
| DeDeBackdoor Attack=CLIP Backdoor, Victim Backbone=ViT-B/16, Detector Training Data=Out-of-distribution (STL-10)2024.11 | 1 | 0 | 1 | |
| ASSETBackdoor Attack=BadCLIP, Victim Backbone=ViT-B/162024.11 | 0.998 | 0.494 | 0.773 | |
| DeDeBackdoor Attack=BadCLIP, Victim Backbone=ViT-B/16, Detector Training Data=In-distribution2024.11 | 0.85 | 0.149 | 0.925 | |
| DeDeBackdoor Attack=BadCLIP, Victim Backbone=ViT-B/16, Detector Training Data=Out-of-distribution (STL-10)2024.11 | 0.721 | 0.279 | 0.798 | |
| DECREEBackdoor Attack=CLIP Backdoor, Victim Backbone=ViT-B/162024.11 | 0.301 | 0.548 | 0.348 | |
| ASSETBackdoor Attack=CLIP Backdoor, Victim Backbone=ViT-B/162024.11 | 0.3 | 0 | 0.555 |