Ensembling Rule Based Classifiers for Detecting Network Intrusions.
Mrutyunjaya PandaManas Ranjan PatraPublished in: ARTCom (2009)
Keyphrases
- network intrusions
- classifier ensemble
- individual classifiers
- intrusion detection
- network traffic
- training data
- network intrusion detection
- training set
- support vector
- classification algorithm
- ensemble learning
- predictive accuracy
- machine learning methods
- feature selection
- decision trees
- training samples
- svm classifier
- feature set
- intrusion detection system
- machine learning algorithms
- expert systems
- classifier combination
- class labels
- naive bayes
- ensemble methods
- base classifiers
- ensemble classifier
- data mining
- majority voting
- network attacks
- social networks