Membership Inference Attack Defense on CIFAR100
0.66Loss-Series AUCNo defense
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| No defenseCase=No defense2026.01 | 0.66 | 0.133 | 0.68 | 0.0148 | 0.6 | 0.0326 | 0.7 | 0 | |
| CoFedMIDCase=Half2026.01 | 0.5 | 0.0308 | 0.55 | 0.0536 | 0.45 | 0.018 | 0.66 | 0 | |
| CoFedMIDCase=Pair2026.01 | 0.46 | 0.0278 | 0.56 | 0.0547 | 0.49 | 0.0114 | 0.52 | 0 |