Membership Inference Attack on Faults
0.61AUC-ROCRealTabFormer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RealTabFormer2025.12 | 0.61 | 0.32 | |
| LLaMA 3.2-1BParameters=1B2025.12 | 0.58 | 0.16 | |
| LLaMA 3.2-3BParameters=3B2025.12 | 0.58 | 0.16 | |
| Qwen 2.5-3BParameters=3B2025.12 | 0.56 | 0.11 | |
| GREAT2025.12 | 0.54 | 0.14 | |
| Mistral-7BParameters=7B2025.12 | 0.52 | 0.1 | |
| TVAE2025.12 | 0.51 | 0.1 | |
| CT-GAN2025.12 | 0.5 | 0.08 |