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Intrusion Detection on CICIoT2023 (90% train)
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92.1
Accuracy
MixGAN
87.628
88.789
89.95
91.111
Aug 22, 2025
Accuracy
Precision
Recall
F1-Score
TPR (True Positive Rate)
TNR (True Negative Rate)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1-Score
TPR (True Positive Rate)
TNR (True Negative Rate)
MixGAN
Train Ratio=90%
2025.08
92.1
92.5
92.1
92
92.1
92.5
STACKING
Train Ratio=90%
2025.08
91.9
87.7
97.5
92.4
97.5
86.4
CLGAN
Train Ratio=90%
2025.08
90.9
92.3
90.9
90.8
90.9
92.3
Simple RNN
Train Ratio=90%
2025.08
90.3
88
93.2
90.5
93.2
87.3
BiLSTM
Train Ratio=90%
2025.08
87.8
89.9
85
87.4
84.9
90.5
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