IoT Device Classification Using Hybrid Stacking Machine Learning Model on IoT Network Traffic Data
2025 4th International Conference on Computing and Information Technology (ICCIT)(2025)
Key words
Machine Learning,Internet Of Things,Internet Of Things Devices,Internet Of Things Networks,Network Traffic Data,Hybrid Stacking,Classification Accuracy,Support Vector Machine,Random Forest,Training Time,Test Accuracy,Improvement In Accuracy,Prediction Time,XGBoost,Training Set,True Positive,Classification Performance,Decision Tree,Supervised Learning,Base Classifiers,Hybrid Model,Matthews Correlation Coefficient,Security Cameras,Alternative Architectures,Real-time Environment,Device Identification,Smart Home,K-nearest Neighbor,Recursive Feature Elimination
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