Membership Inference Attack on LFW (test)
91AccuracyLeakyCLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LeakyCLIPBackbone=ViT-B-32, Attack Classifier=SVM2025.08 | 91 | 94 | |
| LeakyCLIPBackbone=ViT-B-16, Attack Classifier=SVM2025.08 | 89 | 95 | |
| LeakyCLIPBackbone=ViT-L-14, Attack Classifier=SVM2025.08 | 89 | 97 | |
| LeakyCLIPBackbone=ViT-L-14, Attack Classifier=Random Forest2025.08 | 87 | 95 | |
| LeakyCLIPBackbone=ViT-L-14, Attack Classifier=Logistic Regression2025.08 | 87 | 95 | |
| LeakyCLIPBackbone=ViT-B-32, Attack Classifier=Random Forest2025.08 | 86 | 93 | |
| LeakyCLIPBackbone=ViT-B-16, Attack Classifier=Random Forest2025.08 | 85 | 94 | |
| LeakyCLIPBackbone=ViT-B-32, Attack Classifier=Logistic Regression2025.08 | 84 | 92 | |
| LeakyCLIPBackbone=ViT-B-16, Attack Classifier=Logistic Regression2025.08 | 83 | 91 |