Membership Inference Attack on AIME
89.5AUROCADRA+
Evaluation results
| Method | Links | |
|---|---|---|
| ADRA+MIA Category=Active, Target Model=Tulu2-13B2026.02 | 89.5 | |
| ADRAMIA Category=Active, Target Model=Tulu2-13B2026.02 | 84.4 | |
| Min-K%++MIA Category=Passive, Target Model=Tulu2-13B2026.02 | 82.8 | |
| Min-K%MIA Category=Passive, Target Model=Tulu2-13B2026.02 | 77.7 | |
| N-SamplingMIA Category=Passive, Target Model=Tulu2-13B2026.02 | 72.7 | |
| LossMIA Category=Passive, Target Model=Tulu2-13B2026.02 | 70.7 | |
| R-LossMIA Category=Passive, Target Model=Tulu2-13B2026.02 | 63.3 | |
| ZLibMIA Category=Passive, Target Model=Tulu2-13B2026.02 | 60.6 |