Threat Detection on CICIDS 2017
98.1AccuracyFedAvg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAvgTraining Time (min)=422026.01 | 98.1 | 97.9 | |
| Byzantine-robust federated learning frameworkTraining Time (min)=522026.01 | 97.6 | 97.4 | |
| FedMedianTraining Time (min)=482026.01 | 97.3 | 97.1 | |
| FedAvg-DPTraining Time (min)=442026.01 | 96.7 | 96.5 |