Membership Inference Attack on CC News
0.906AUCWBC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| WBC2026.01 | 0.906 | 73.1 | 8.3 | 1.5 | |
| Difference2026.01 | 0.82 | 34.4 | 1.3 | 0.1 | |
| Ensemble2026.01 | 0.813 | 33.4 | 7.7 | 1.5 | |
| SPV-MIA2026.01 | 0.804 | 32.3 | 5.6 | 1 | |
| Ratio2026.01 | 0.793 | 30 | 1.3 | 0.2 | |
| Lowercase2026.01 | 0.522 | 11.3 | 1.2 | 0.2 | |
| Min-K%2026.01 | 0.519 | 11.4 | 1.1 | 0.1 | |
| Min-K%++2026.01 | 0.519 | 11.3 | 1 | 0.1 | |
| ZLIB2026.01 | 0.518 | 11.4 | 1 | 0.2 | |
| Loss2026.01 | 0.517 | 10.9 | 1.1 | 0.1 | |
| ReCall2026.01 | 0.517 | 10.9 | 1.1 | 0.1 | |
| CON-Recall2026.01 | 0.513 | 11 | 1.1 | 0.1 | |
| DC-PDD2026.01 | 0.513 | 10.7 | 1.1 | 0.1 | |
| BoWs2026.01 | 0.496 | 9.8 | 0.9 | 0.1 |