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Benchmarks
Intrusion Detection on CIC-IDS 2017 (test)
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96.4
Accuracy (%)
ZTA-FL
91.928
93.089
94.25
95.411
Dec 29, 2025
Accuracy (%)
F1 Score (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (%)
F1 Score (%)
ZTA-FL
2025.12
96.4
96
FLAME
2025.12
95.1
94.6
FLTrust
2025.12
94.8
94.3
FedProx
2025.12
93.6
93.1
FedAvg
2025.12
92.8
92.3
Krum
2025.12
92.1
91.6
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