A new intelligent intrusion detector based on ensemble of decision trees.
Seyed Morteza MousaviVahid MajidnezhadAvaz NaghipourPublished in: J. Ambient Intell. Humaniz. Comput. (2022)
Keyphrases
- decision trees
- ensemble methods
- random forest
- random forests
- base classifiers
- concept drifting data streams
- intrusion detection
- training data
- ensemble learning
- training set
- intelligent systems
- network security
- decision tree induction
- classifier ensemble
- naive bayes
- logistic regression
- decision support
- intrusion detection system
- decision tree classifiers
- predictive accuracy
- learning algorithm
- imbalanced data
- feature selection
- decision rules
- multiple classifier systems
- decision tree algorithm
- decision tree learning
- ensemble classifier
- classification trees
- association rules
- rule induction
- feature construction
- attribute selection
- data sets
- rule sets