A Feature Selection Approach for Network Intrusion Classification: The Bi-Layer Behavioral-Based.
F. Eid HebaMostafa A. SalamaAboul Ella HassanienPublished in: Int. J. Comput. Vis. Image Process. (2013)
Keyphrases
- feature selection
- classification accuracy
- network intrusion
- text classification
- classification models
- feature extraction
- support vector
- feature set
- feature space
- machine learning
- decision trees
- method for feature selection
- support vector machine
- high dimensionality
- feature selection algorithms
- image classification
- intrusion detection
- classification performances
- unsupervised learning
- training set
- databases
- text categorization
- pattern recognition
- classification method
- cost sensitive
- irrelevant features
- training data
- support vector machine svm
- class labels
- feature reduction
- supervised learning
- feature subset
- redundant features
- pairwise
- network security
- active learning
- electronic commerce
- business intelligence
- multi class
- data sets