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Benchmarks
Malicious Traffic Detection on UNSW-NB15 (without drift)
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99.67
Accuracy
MalMoE
62.49
72.1425
81.795
91.4475
Feb 10, 2026
Accuracy
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
MalMoE
2026.02
99.67
99.83
E-GraphSAGE
2026.02
98.66
99.32
NetBeacon
2026.02
98.4
99.19
HyperVision
2026.02
86.63
92.75
NetVigil
2026.02
63.92
77.57
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