Membership Inference Attack on UTKFace
86.9MIA AccuracyPRIME Attack
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PRIME AttackBackbone=ResNet-182026.07 | 86.9 | — | 80.6 | 97.2 | 88.1 | 92.5 | |
| Single-task MIAAttack Type=Single-Race, Backbone=ResNet-182026.07 | 73.4 | 98.1 | 68.5 | 86.5 | 76.5 | 79.3 | |
| Single-task MIAAttack Type=Single-Age, Backbone=ResNet-182026.07 | 71.2 | 6.98 | 67.8 | 80.7 | 73.7 | 76.7 | |
| Single-task MIAAttack Type=Single-Gender, Backbone=ResNet-182026.07 | 59.9 | 98.5 | 59.3 | 63.3 | 61.3 | 65.7 |