Federated Backdoor Defense on CIFAR100
1ASRCoward
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CowardNonIID=0.92025.08 | 1 | 69.1 | |
| MultiKrumNonIID=0.62025.08 | 1 | 69.9 | |
| FlameNonIID=0.62025.08 | 1 | 69.8 | |
| CowardNonIID=0.62025.08 | 1 | 69.2 | |
| CowardNonIID=0.32025.08 | 1 | 68.9 | |
| MultiKrumNonIID=0.92025.08 | 1.1 | 69.7 | |
| FlameNonIID=0.92025.08 | 1.1 | 69.7 | |
| IndicatorNonIID=0.92025.08 | 1.3 | 69 | |
| DeepSightNonIID=0.32025.08 | 25.2 | 69.7 | |
| DeepSightNonIID=0.62025.08 | 41.5 | 69.5 | |
| DeepSightNonIID=0.92025.08 | 46.8 | 69.8 | |
| IndicatorNonIID=0.32025.08 | 46.8 | 67.8 | |
| IndicatorNonIID=0.62025.08 | 56.1 | 69 | |
| FoolsGoldNonIID=0.32025.08 | 81.5 | 69.3 | |
| FlameNonIID=0.32025.08 | 81.6 | 69.3 | |
| MultiKrumNonIID=0.32025.08 | 82 | 69.5 | |
| RflbatNonIID=0.32025.08 | 82.4 | 69.2 | |
| FoolsGoldNonIID=0.62025.08 | 82.7 | 69.5 | |
| FoolsGoldNonIID=0.92025.08 | 82.9 | 69.9 | |
| RflbatNonIID=0.92025.08 | 83.2 | 69.7 | |
| RflbatNonIID=0.62025.08 | 83.4 | 69.6 |