Membership Inference Attack on HAM10000 (lesion-level splitting)
80.6MIA AccuracyPRIME
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRIMEArchitecture=All2026.07 | 80.6 | — | 82.1 | 88.6 | |
| LocalizationArchitecture=DenseNet-1212026.07 | 74.8 | 29.1 | 77.1 | 82.9 | |
| DiagnosisArchitecture=ResNet-182026.07 | 65.7 | 71.8 | 69.4 | 73.8 | |
| AgeArchitecture=VGG-162026.07 | 51.6 | 13.38 | 52 | 52.1 |