Poison Defense on CIFAR-100 (test)
0.98Poison Success RateNone
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NoneTraining Regime=Linear, Attack Scenario=WhiteBox-1%, Backbone=ResNet-182024.05 | 0.98 | 0.7009 | |
| EPICTraining Regime=Linear, Attack Scenario=WhiteBox-1%, Backbone=ResNet-182024.05 | 0.63 | 0.6086 | |
| FRIENDSTraining Regime=Linear, Attack Scenario=WhiteBox-1%, Backbone=ResNet-182024.05 | 0.19 | 0.609 | |
| PUREGEN-DDPMTraining Regime=Linear, Attack Scenario=WhiteBox-1%, Backbone=ResNet-182024.05 | 0.09 | 0.5453 | |
| JPEGTraining Regime=Linear, Attack Scenario=WhiteBox-1%, Backbone=ResNet-182024.05 | 0.08 | 0.5042 | |
| PUREGEN-EBMTraining Regime=Linear, Attack Scenario=WhiteBox-1%, Backbone=ResNet-182024.05 | 0.06 | 0.6498 |