A GA-LR wrapper approach for feature selection in network intrusion detection.
Chaouki KhammassiSaoussen KrichenPublished in: Comput. Secur. (2017)
Keyphrases
- network intrusion detection
- feature selection
- genetic algorithm ga
- anomaly detection
- intrusion detection
- genetic algorithm
- fraud detection
- network intrusion
- network anomaly detection
- intrusion detection system
- text classification
- text categorization
- artificial immune
- feature set
- multi class
- feature ranking
- logistic regression
- feature selection algorithms
- network traffic
- classification accuracy
- support vector machine
- unsupervised learning
- model selection
- support vector
- fitness function
- dimensionality reduction
- ant colony optimization
- naive bayes
- machine learning
- computer networks
- association rules
- feature space
- wrapper method