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Benchmarks
Network Anomaly Detection on UNSW-NB15 5.76% Contamination
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97.63
Accuracy
CBLOF
97.0788
97.2219
97.365
97.5081
Nov 21, 2025
Accuracy
F1 Score
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Recall
CBLOF
Framework=Anomal-E
2025.11
97.63
86.05
97.76
AutoGraphAD
Estimator=Anomaly Score
2025.11
97.6
83.36
86.42
PCA
Framework=Anomal-E
2025.11
97.13
84.24
92.95
HBOS
Framework=Anomal-E
2025.11
97.1
82.48
91.97
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