Model Ownership Verification on Tiny-ImageNet
97.9Fidelity Score (FT)UAP
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UAPArchitecture=ViT-B/162026.03 | 97.9 | 70.5 | 59.3 | 76.2 | 73.1 | 85.2 | |
| IrisFPBackbone=MobileNet-V22026.03 | 97.9 | 95.6 | 88.3 | 86.3 | 99.5 | 96.3 | |
| ADV-TRAArchitecture=ViT-B/162026.03 | 97.3 | 76.5 | 40.9 | 90.1 | 80.1 | 91.5 | |
| IrisFPArchitecture=ViT-B/162026.03 | 96 | 82.9 | 65.6 | 93.9 | 76.6 | 94.8 | |
| AKHArchitecture=ViT-B/162026.03 | 93.8 | 67.9 | 53.9 | 85.3 | 73.8 | 87.8 | |
| IPGuardArchitecture=ViT-B/162026.03 | 92.3 | 69.2 | 58.5 | 60.6 | 86.4 | 90.1 | |
| ADV-TRABackbone=MobileNet-V22026.03 | 92.3 | 93.2 | 80.5 | 83.6 | 84 | 84.8 | |
| UAPBackbone=MobileNet-V22026.03 | 89.6 | 98.5 | 79.9 | 63.3 | 87.2 | 84.3 | |
| AKHBackbone=MobileNet-V22026.03 | 85 | 90.1 | 82 | 80.9 | 84.3 | 85.9 | |
| IPGuardBackbone=MobileNet-V22026.03 | 46.6 | 99.6 | 78.6 | 53.8 | 47.8 | 47.5 |