Risky Sample Transferability on CIFAR-100
41.1Error RateAdvDiff
Evaluation Results
| Method | Links | |
|---|---|---|
| AdvDiffTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 41.1 | |
| AdvDiffSource Model=ResNet-50, Target Model=DenseNet-1212025.12 | 41.1 | |
| AdvDiffTarget Model=WideResNet, Source Model=ResNet-502025.12 | 41.6 | |
| AdvDiffSource Model=ResNet-50, Target Model=WideResNet2025.12 | 41.6 | |
| AdvDiffTarget Model=GoogleNet, Source Model=ResNet-502025.12 | 42.4 | |
| AdvDiffSource Model=ResNet-50, Target Model=GoogleNet2025.12 | 42.4 | |
| AdvDiffuserTarget Model=WideResNet, Source Model=ResNet-502025.12 | 43.9 | |
| AdvDiffuserSource Model=ResNet-50, Target Model=WideResNet2025.12 | 43.9 | |
| AdvDiffuserTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 44.7 | |
| AdvDiffuserSource Model=ResNet-50, Target Model=DenseNet-1212025.12 | 44.7 | |
| AdvDiffuserTarget Model=GoogleNet, Source Model=ResNet-502025.12 | 44.8 | |
| AdvDiffuserSource Model=ResNet-50, Target Model=GoogleNet2025.12 | 44.8 | |
| RiskyDiffTarget Model=GoogleNet, Source Model=ResNet-502025.12 | 61 | |
| RiskyDiffSource Model=ResNet-50, Target Model=GoogleNet2025.12 | 61 | |
| RiskyDiffTarget Model=WideResNet, Source Model=ResNet-502025.12 | 62.2 | |
| RiskyDiffSource Model=ResNet-50, Target Model=WideResNet2025.12 | 62.2 | |
| RiskyDiffTarget Model=DenseNet-121, Source Model=ResNet-502025.12 | 62.5 | |
| RiskyDiffSource Model=ResNet-50, Target Model=DenseNet-1212025.12 | 62.5 |