ELAT: Ensemble Learning with Adversarial Training in defending against evaded intrusions.
Ying-Dar LinJehoshua-Hanky PratamaDidik SudyanaYuan-Cheng LaiRen-Hung HwangPo-Ching LinHsuan-Yu LinWei-Bin LeeChen-Kuo ChiangPublished in: J. Inf. Secur. Appl. (2022)
Keyphrases
- ensemble learning
- learning machines
- ensemble methods
- generalization ability
- intrusion detection
- random forest
- mutual subspace method
- weak learners
- training set
- decision trees
- ensemble classifier
- test set
- data distribution
- machine learning methods
- training examples
- training samples
- concept drift
- supervised learning
- training process
- multi class
- pattern recognition
- support vector
- feature selection