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Benchmarks
Intrusion Detection on CICIoT WEB 23
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100
Accuracy
A-THENA
71.0048
78.5324
86.06
93.5876
Apr 23, 2026
Accuracy
False Alarm Rate (FAR)
False Negative Rate (FNR)
ERDE5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
False Alarm Rate (FAR)
False Negative Rate (FNR)
ERDE5
A-THENA
Earliness (E)=1
2026.04
100
0
0
1.5
eTransformer
Earliness (E)=30
2026.04
91.59
0
0
11.1
eAtt
Earliness (E)=3
2026.04
89.82
19.05
0
4.7
Time2Vec
Earliness (E)=5
2026.04
88.94
66.67
0
13.4
eGlo
Earliness (E)=2
2026.04
88.05
28.57
0
5.4
GTID
Earliness (E)=7
2026.04
87.17
0
0
3.1
eRNN
Earliness (E)=17
2026.04
86.73
19.05
0
9
FATA
Earliness (E)=5
2026.04
83.19
0
20.25
5.4
Chrono
Earliness (E)=11
2026.04
83.19
33.33
13.5
18.5
CTLPE
Earliness (E)=24
2026.04
80.97
57.14
3.07
13.6
PEA
Earliness (E)=30
2026.04
72.12
82.54
0
13.8
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