Membership Inference Attack on 12 datasets mean over 32 replicates
25.4Offline TPR @ FPR=0.01BaVarIA-n
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BaVarIA-nK=2542026.03 | 25.4 | 0.031 | |
| BaVarIA-tK=2542026.03 | 24.9 | 0.035 | |
| BaVarIA-nK=642026.03 | 24.6 | 0.027 | |
| BaVarIA-tK=642026.03 | 24.2 | 0.029 | |
| LiRAK=2542026.03 | 23.3 | 0.051 | |
| LiRAK=642026.03 | 21.6 | 0.05 | |
| BaVarIA-nK=82026.03 | 20 | 0.014 | |
| BaVarIA-tK=82026.03 | 19.6 | 0.005 | |
| RMIAK=2542026.03 | 18.5 | 0.013 | |
| RMIAK=642026.03 | 18 | 0.013 | |
| LiRAK=82026.03 | 17.4 | 0.034 | |
| RMIAK=82026.03 | 14.4 | 0.013 |