Membership Inference Attack on Depression Screening
0.867MI-AUCBoundary-targeted LiRA attack
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Boundary-targeted LiRA attackClassifier=Llama-1B2026.05 | 0.867 | 31.3 | 37.5 | |
| Boundary-targeted LiRA attackClassifier=Llama-3B2026.05 | 0.867 | 37.5 | 37.5 |