All Predict Wisest Decides: A Novel Ensemble Method to Detect Intrusive Traffic in IoT Networks.
Zhiyan ChenMurat SimsekBurak KantarciPetar DjukicPublished in: GLOBECOM (2021)
Keyphrases
- ensemble methods
- prediction accuracy
- random forests
- ensemble learning
- decision trees
- benchmark datasets
- internet traffic
- random forest
- machine learning methods
- detection method
- base classifiers
- generalization ability
- network traffic
- multilabel classification
- drifting concepts
- rotation forest
- ip addresses
- ensemble classifier
- base learners
- classifier ensemble
- subspace methods
- model selection
- non stationary
- machine learning
- optimization method