Membership Inference Attack on ImageNet
69.16Balanced AccuracyCurv ZO NLL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Curv ZO NLLshadow models=522024.07 | 69.16 | 77.45 | |
| Curv ZO LRshadow models=522024.07 | 68.76 | 72.28 | |
| Sablayrolles et al.shadow models=522024.07 | 66.93 | 76.5 | |
| Ye et al.shadow models=522024.07 | 66.16 | 75.79 | |
| Carlini et al.shadow models=522024.07 | 66.14 | 73.46 | |
| Watson et al.shadow models=522024.07 | 61.4 | 69.44 | |
| Yeom et al.shadow models=522024.07 | 58.5 | 63.23 | |
| Song and Mittalshadow models=522024.07 | 57.88 | 63.29 |