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Benchmarks
IoT Intrusion Detection on MQTT-IoT-IDS 2020
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100
Accuracy (A)
A-THENA
92.512
94.456
96.4
98.344
Apr 23, 2026
Accuracy (A)
Error Metric (E)
False Alarm Rate (FAR)
False Negative Rate (FNR)
ERDE5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy (A)
Error Metric (E)
False Alarm Rate (FAR)
False Negative Rate (FNR)
ERDE5
A-THENA
2026.04
100
1
0
0
1.4
Random Forest
2026.04
98.85
30
1.99
0
14
XGBoost
2026.04
98.01
30
9.8
0
75.9
LR
2026.04
97.61
29
7.97
0
58
MLP
2026.04
97.57
30
7.97
0
50.9
SVM
2026.04
96.86
30
11.96
1.02
44.8
kNN
2026.04
93.19
12
8.14
0
15.1
Naive Bayes
2026.04
92.8
1
3.99
3.49
4.8
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