Performance Fidelity under Fine-tuning Attack on CIFAR-10 to CIFAR-100
73.81Performance FidelityDeepIPR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DeepIPRBackbone=ResNet-18, Normalization=BN2024.04 | 73.81 | 96.16 | |
| PANBackbone=ResNet-18, Normalization=BN2024.04 | 71.72 | 74.3 | |
| TdNBackbone=ResNet-18, Normalization=BN2024.04 | 70.77 | 56.05 | |
| DeepIPRBackbone=ResNet-18, Normalization=GN2024.04 | 70.71 | 95.23 | |
| TdNBackbone=ResNet-18, Normalization=GN2024.04 | 69.43 | 62.7 | |
| PANBackbone=ResNet-18, Normalization=GN2024.04 | 68.15 | 96.37 | |
| Steganographic PassportBackbone=ResNet-18, Normalization=GN2024.04 | 65.11 | 93.91 | |
| Steganographic PassportBackbone=ResNet-18, Normalization=BN2024.04 | 64.13 | 98.6 |