Membership Inference Attack on BookMIA Original v1 (test)
78.4AUROCADRA+
Evaluation Results
| Method | Links | |
|---|---|---|
| ADRA+Target Model=Llama2-7B, MIA Category=Active2026.02 | 78.4 | |
| ADRATarget Model=Llama2-7B, MIA Category=Active2026.02 | 76.2 | |
| N-SamplingTarget Model=Llama2-7B, MIA Category=Active2026.02 | 73.6 | |
| Min-K%Target Model=Llama2-7B, MIA Category=Passive2026.02 | 63.3 | |
| LossTarget Model=Llama2-7B, MIA Category=Passive2026.02 | 60.6 | |
| Min-K%++Target Model=Llama2-7B, MIA Category=Passive2026.02 | 59.6 | |
| ZlibTarget Model=Llama2-7B, MIA Category=Passive2026.02 | 50.4 |