Membership Inference Attack Defense on CIFAR100 Uniform Defense Scenario (test)
0.64FedMIA-II AUCHAMP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HAMPDefense Scenario=Uniform, Backbone=ResNet182026.01 | 0.64 | 3.43 | 0.99 | 59.7 | -14 | |
| MixupDefense Scenario=Uniform, Backbone=ResNet182026.01 | 0.58 | 7.41 | 0.98 | 25.46 | -21 | |
| CoFedMIDDefense Scenario=Uniform, Backbone=ResNet182026.01 | 0.54 | 0.51 | 0.69 | 0.56 | -4 | |
| DPSGDDefense Scenario=Uniform, Backbone=ResNet182026.01 | 0.53 | 1.44 | 0.98 | 46.79 | -16 |