Federated Backdoor Defense on EMNIST
10ASRMultiKrum
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MultiKrumNonIID=0.92025.08 | 10 | 99.8 | |
| FlameNonIID=0.92025.08 | 10 | 99.7 | |
| IndicatorNonIID=0.92025.08 | 10 | 99.6 | |
| CowardNonIID=0.92025.08 | 10 | 99.7 | |
| MultiKrumNonIID=0.62025.08 | 10 | 99.8 | |
| FlameNonIID=0.62025.08 | 10 | 99.7 | |
| CowardNonIID=0.62025.08 | 10 | 99.7 | |
| CowardNonIID=0.32025.08 | 10 | 99.7 | |
| IndicatorNonIID=0.32025.08 | 10.2 | 99.6 | |
| IndicatorNonIID=0.62025.08 | 10.8 | 99.6 | |
| DeepSightNonIID=0.92025.08 | 27.4 | 99.7 | |
| DeepSightNonIID=0.32025.08 | 47.3 | 99.8 | |
| DeepSightNonIID=0.62025.08 | 47.8 | 99.7 | |
| FoolsGoldNonIID=0.32025.08 | 99.5 | 99.8 | |
| FoolsGoldNonIID=0.62025.08 | 99.7 | 99.7 | |
| RflbatNonIID=0.62025.08 | 99.8 | 99.7 | |
| FoolsGoldNonIID=0.92025.08 | 99.9 | 99.7 | |
| RflbatNonIID=0.32025.08 | 99.9 | 99.7 | |
| RflbatNonIID=0.92025.08 | 100 | 99.7 | |
| MultiKrumNonIID=0.32025.08 | 100 | 99.7 | |
| FlameNonIID=0.32025.08 | 100 | 99.7 |