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Benchmarks
Threat Detection on NSL-KDD
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97.2
Accuracy
FedAvg
95.744
96.122
96.5
96.878
Jan 3, 2026
Accuracy
F1-Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1-Score
FedAvg
Training Time (min)=42
2026.01
97.2
96.8
Byzantine-robust federated learning framework
Training Time (min)=52
2026.01
96.8
96.5
FedMedian
Training Time (min)=48
2026.01
96.4
96.1
FedAvg-DP
Training Time (min)=44
2026.01
95.8
95.4
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