Membership Inference Attack on WikiMIA Hard Original 2024 v1 (test)
60.6AUROCADRA+
Evaluation Results
| Method | Links | |
|---|---|---|
| ADRA+Target Model=Qwen2-7B, MIA Category=Active2026.02 | 60.6 | |
| ADRATarget Model=Qwen2-7B, MIA Category=Active2026.02 | 59.1 | |
| N-SamplingTarget Model=Qwen2-7B, MIA Category=Active2026.02 | 54.3 | |
| Min-K%++Target Model=Qwen2-7B, MIA Category=Passive2026.02 | 50.6 | |
| LossTarget Model=Qwen2-7B, MIA Category=Passive2026.02 | 45.7 | |
| Min-K%Target Model=Qwen2-7B, MIA Category=Passive2026.02 | 45.4 | |
| ZlibTarget Model=Qwen2-7B, MIA Category=Passive2026.02 | 44.5 |