Intelligent feature selection method rooted in Binary Bat Algorithm for intrusion detection.
Adriana-Cristina EnacheValentin SgarciuAlina Petrescu-NitaPublished in: SACI (2015)
Keyphrases
- intrusion detection
- detection algorithm
- computational cost
- detection method
- feature selection
- k means
- similarity measure
- intrusion detection system
- outlier mining
- probabilistic model
- network security
- expectation maximization
- databases
- network intrusion detection
- network traffic
- unsupervised learning
- learning algorithm
- data sets
- maximum likelihood
- multi class
- anomaly detection
- knn
- classification accuracy
- pairwise
- object recognition
- training data
- decision trees
- false positive rate
- artificial immune system
- multiple models