Membership Inference Attack on CelebA (Comprehensive Metrics)
0.732AUCPRIME
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PRIMEMIA Method=Traditional, Attack Type=PRIME (Joint)2026.07 | 0.732 | 67 | 72.1 | 4.7 | 0.8 | |
| PRIMEMIA Method=RMIA, Attack Type=PRIME (Joint)2026.07 | 0.722 | 62.6 | 72.7 | 8.7 | 1.7 | |
| RMIAMIA Method=RMIA, Attack Type=Avg. Single-Task2026.07 | 0.594 | 55.4 | 43.2 | 4.4 | 1.3 | |
| Traditional MIAMIA Method=Traditional, Attack Type=Avg. Single-Task2026.07 | 0.571 | 54.4 | 56.2 | 1.4 | 0.1 |