Backdoor Defense BEC Metrics on CIFAR-10 (test)
15.01BEC (BadNets)BI-BAU (U)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| BI-BAU (U)Backbone=ResNet-182026.06 | 15.01 | 11.64 | 17.64 | 8.53 | 1.41 | 18.55 | 2.87 | |
| BTI-DBFBackbone=ResNet-182026.06 | 16.39 | 16.39 | 21.94 | 14.28 | 7.81 | 2.08 | 16.16 | |
| SAUBackbone=ResNet-182026.06 | 17.3 | 11.5 | 17.65 | 10.18 | 10.74 | 3.65 | 9.76 | |
| I-BAUBackbone=ResNet-182026.06 | 37.43 | 48.98 | 67.76 | 57.59 | 14.45 | 43.3 | 60.33 | |
| NCBackbone=ResNet-182026.06 | 45.92 | 19.11 | 66.72 | 46.86 | 20.55 | 43.36 | 64.89 | |
| ANPBackbone=ResNet-182026.06 | 61.74 | 59.3 | 58.49 | 31.64 | 30 | 29.94 | 68.17 | |
| EPBackbone=ResNet-182026.06 | 71.72 | 62.06 | 70.31 | 84.54 | 16.46 | 68.93 | 83.11 |