Membership Inference Attack on Amazon Reviews
0.901AUCWBC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| WBC2026.01 | 0.901 | 0.715 | 0.163 | 0.017 | |
| Ensemble2026.01 | 0.819 | 0.497 | 0.067 | 0 | |
| SPV-MIA2026.01 | 0.812 | 0.472 | 0.085 | 0.003 | |
| Difference2026.01 | 0.804 | 0.372 | 0.015 | 0.001 | |
| Ratio2026.01 | 0.799 | 0.351 | 0.014 | 0.001 | |
| Lowercase2026.01 | 0.529 | 0.119 | 0.014 | 0.002 | |
| Loss2026.01 | 0.523 | 0.11 | 0.01 | 0.001 | |
| ZLIB2026.01 | 0.523 | 0.113 | 0.009 | 0.001 | |
| Min-K%++2026.01 | 0.523 | 0.114 | 0.011 | 0.001 | |
| ReCall2026.01 | 0.523 | 0.11 | 0.01 | 0.001 | |
| Min-K%2026.01 | 0.521 | 0.11 | 0.012 | 0.001 | |
| DC-PDD2026.01 | 0.517 | 0.105 | 0.013 | 0.001 | |
| CON-Recall2026.01 | 0.514 | 0.111 | 0.009 | 0.001 | |
| BoWs2026.01 | 0.492 | 0.09 | 0.008 | 0.001 |