Modified Mutual Information-based Feature Selection for Intrusion Detection Systems in Decision Tree Learning.
Jingping SongZhiliang ZhuPeter ScullyChris J. PricePublished in: J. Comput. (2014)
Keyphrases
- intrusion detection system
- decision tree learning
- feature selection
- intrusion detection
- mutual information
- information gain
- network security
- decision trees
- anomaly detection
- meta learning
- computer networks
- network traffic
- network intrusion detection
- constructive induction
- ensemble methods
- image registration
- distributed intrusion detection
- text categorization
- intrusion prevention
- computer systems
- attribute values
- network intrusion detection systems
- decision tree induction
- alert correlation
- machine learning
- naive bayes
- data mining techniques
- feature set
- feature space
- feature extraction
- data mining
- cyber security
- multi class
- support vector
- unsupervised learning
- concept learning
- cyber attacks
- similarity measure
- reinforcement learning
- multi task
- active learning
- dimensionality reduction
- model selection