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Intrusion Detection on CIC-IDS 2017 (test)
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100
Accuracy (%)
Het. Graph U-Nets
91.784
93.917
96.05
98.183
Dec 29, 2025
Jan 10, 2026
Jan 23, 2026
Feb 4, 2026
Feb 17, 2026
Mar 1, 2026
Mar 14, 2026
Accuracy (%)
F1 Score (%)
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (%)
F1 Score (%)
Precision
Recall
Het. Graph U-Nets
Evaluation Protocol=10...
2026.03
100
99.9
100
99.9
E-GraphSage
Evaluation Protocol=10...
2026.03
100
99.9
100
100
GNN RNIDS
Evaluation Protocol=10...
2026.03
99.9
99.9
99.3
99.9
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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