Ownership Verification on Model Extraction Setting Surrogate Models
100AUCCREDIT
Evaluation results
| Method | Links | |
|---|---|---|
| CREDITArchitecture=ResNet2026.02 | 100 | |
| CREDITArchitecture=VGG2026.02 | 100 | |
| CREDITArchitecture=DenseNet2026.02 | 100 | |
| CREDITArchitecture=GoogLeNet2026.02 | 100 | |
| BackdooringArchitecture=GoogLeNet2026.02 | 80.25 | |
| UAPArchitecture=GoogLeNet2026.02 | 79.63 | |
| BackdooringArchitecture=DenseNet2026.02 | 74.07 | |
| UAPArchitecture=DenseNet2026.02 | 72.22 | |
| IPGuardArchitecture=DenseNet2026.02 | 67.9 | |
| UAPArchitecture=VGG2026.02 | 67.28 | |
| EWEArchitecture=VGG2026.02 | 62.96 | |
| EWEArchitecture=GoogLeNet2026.02 | 62.35 | |
| MiSentryArchitecture=GoogLeNet2026.02 | 61.44 | |
| IPGuardArchitecture=VGG2026.02 | 61.11 | |
| MiSentryArchitecture=DenseNet2026.02 | 59.2 | |
| BackdooringArchitecture=ResNet2026.02 | 58.64 | |
| MiSentryArchitecture=VGG2026.02 | 54.88 | |
| UAPArchitecture=ResNet2026.02 | 52.47 | |
| BackdooringArchitecture=VGG2026.02 | 51.85 | |
| EWEArchitecture=ResNet2026.02 | 51.24 | |
| IPGuardArchitecture=GoogLeNet2026.02 | 50.62 | |
| EWEArchitecture=DenseNet2026.02 | 48.77 | |
| MiSentryArchitecture=ResNet2026.02 | 47.3 | |
| IPGuardArchitecture=ResNet2026.02 | 40.74 |