Performance Fidelity under Fine-tuning Attack on CIFAR-100 to CIFAR-10
0.9228Performance FidelitySteganographic Passport
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Steganographic PassportBackbone=ResNet-18, Normalization=BN2024.04 | 0.9228 | 0.9617 | |
| DeepIPRBackbone=ResNet-18, Normalization=BN2024.04 | 0.921 | 0.991 | |
| PANBackbone=ResNet-18, Normalization=BN2024.04 | 0.9197 | 0.7871 | |
| TdNBackbone=ResNet-18, Normalization=BN2024.04 | 0.9186 | 0.875 | |
| DeepIPRBackbone=ResNet-18, Normalization=GN2024.04 | 0.9098 | 0.9945 | |
| PANBackbone=ResNet-18, Normalization=GN2024.04 | 0.9046 | 0.9934 | |
| Steganographic PassportBackbone=ResNet-18, Normalization=GN2024.04 | 0.9022 | 0.9386 | |
| TdNBackbone=ResNet-18, Normalization=GN2024.04 | 0.8993 | 0.7387 |