Combining Naive Bayes and Decision Tree for Adaptive Intrusion Detection
Dewan Md. FaridNouria HarbiMohammad Zahidur RahmanPublished in: CoRR (2010)
Keyphrases
- intrusion detection
- naive bayes
- decision trees
- intrusion detection system
- logistic regression
- anomaly detection
- classification accuracy
- network traffic
- text classification
- network intrusion detection
- network security
- naive bayes classifier
- combining classifiers
- training data
- classification algorithm
- text categorization
- data mining
- detecting anomalous
- bayesian classifiers
- bayesian network classifiers
- cost sensitive
- information gain
- bayesian classifier
- bayesian networks
- base classifiers
- feature selection
- augmented naive bayes
- decision tree learning algorithm
- ensemble methods
- random forest
- data mining techniques
- database
- knowledge discovery
- averaged one dependence estimators
- machine learning algorithms
- machine learning
- independence assumption
- data analysis
- training set
- network attacks
- information extraction