Membership Inference Attack Cost Analysis on General cost analysis per-1M-token prices
0Cost per QueryMEntA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MEntAGenerator=Gemma2-2B2026.05 | 0 | 0 | 65.06 | |
| MEntAGenerator=Llama3.1-8B2026.05 | 0 | 0.0001 | 41.37 | |
| MEntAGenerator=CommandR-7B2026.05 | 0 | 0.0002 | 17.87 | |
| MEntAGenerator=Phi4-14B2026.05 | 0 | 0.0002 | 15.24 | |
| IAGenerator=Gemma2-2B2026.05 | 0.0001 | 0.0026 | — | |
| IAGenerator=Llama3.1-8B2026.05 | 0.0001 | 0.0027 | — | |
| IAGenerator=CommandR-7B2026.05 | 0.0001 | 0.003 | — | |
| IAGenerator=Phi4-14B2026.05 | 0.0001 | 0.0034 | — |