Membership Inference Attack on OpenML datasets
0.91AUC-ROCLLama-3.3-70b
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLama-3.3-70bEvaluation Protocol=Top 20, Attack Method=LevAtt2025.12 | 0.91 | 64 | 81 | |
| TabPFN-V2Evaluation Protocol=Top 20, Attack Method=LevAtt2025.12 | 0.91 | 57 | 94 | |
| LLama-3.3-70bEvaluation Protocol=Overall, Attack Method=LevAtt2025.12 | 0.63 | 8 | 28 | |
| GPT-4o-miniEvaluation Protocol=Top 20, Attack Method=LevAtt2025.12 | 0.6 | 1 | 27 | |
| TabPFN-V2Evaluation Protocol=Overall, Attack Method=LevAtt2025.12 | 0.58 | 4 | 19 | |
| GPT-4o-miniEvaluation Protocol=Overall, Attack Method=LevAtt2025.12 | 0.54 | 1 | 13 |