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Benchmarks
Threat Detection on CICIDS 2017
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98.1
Accuracy
FedAvg
96.644
97.022
97.4
97.778
Jan 3, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
FedAvg
Training Time (min)=42
2026.01
98.1
97.9
Byzantine-robust federated learning framework
Training Time (min)=52
2026.01
97.6
97.4
FedMedian
Training Time (min)=48
2026.01
97.3
97.1
FedAvg-DP
Training Time (min)=44
2026.01
96.7
96.5
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