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IoT attack detection on ToN-IoT
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99.99
Recall
Ensemble-based Extra Trees classifier
89.7044
92.3747
95.045
97.7153
Oct 9, 2025
Recall
Accuracy
Precision
F1-Score
Updated 25d ago
Evaluation Results
Method
Method
Links
Recall
Accuracy
Precision
F1-Score
Ensemble-based Extra Trees classifier
2025.10
99.99
99.99
99.99
99.99
SSW and XGBoost
Year=2022
2025.10
98.8
98.8
98.8
98.8
Hybrid (CNN + LSTM)
Year=2024
2025.10
98.75
98.75
98.75
98.75
Medium Neural Network
Year=2022
2025.10
98.2
98.39
99.6
99.7
Regularized CNN
Year=2023
2025.10
97.69
97.94
98.86
98.27
Hybrid CNN and ELM tuned by Sine Cosine Algorithm (SCA)
Year=2023
2025.10
96.65
96.65
96.6
96.62
2D-ACNN
Year=2023
2025.10
90.1
-
87
89.8
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