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Benchmarks
Network Anomaly Detection on Edge-IIoTset
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93.71
Accuracy (Acc)
AdaptiveNAD
38.1844
52.5997
67.015
81.4303
Oct 30, 2024
Accuracy (Acc)
Precision (Pre)
Recall (Rec)
F1 Score (F1)
False Alarm Rate (FAR)
Missed Detection Rate (MDR)
AUC
Updated 2d ago
Evaluation Results
Method
Method
Links
Accuracy (Acc)
Precision (Pre)
Recall (Rec)
F1 Score (F1)
False Alarm Rate (FAR)
Missed Detection Rate (MDR)
AUC
AdaptiveNAD
2024.10
93.71
95.59
90.7
92.55
0.08
18.52
90.7
DeepAID
2024.10
91.87
93.45
88.54
90.38
1.35
21.51
88.51
AE-LOF
2024.10
72.82
77.45
79.08
72.59
40.15
1.63
79.06
DAGMM
2024.10
59.43
69.61
67.57
58.81
57.35
7.45
67.56
AOC-IDS
2024.10
52.31
70.09
64.04
48.73
71.82
0.03
64.04
GDN
2024.10
40.32
30.14
54.74
33.26
89.43
1.02
54.74
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