Bi-Layer Behavioral-Based Feature Selection Approach for Network Intrusion Classification.
F. Eid HebaMostafa A. SalamaAboul Ella HassanienTai-Hoon KimPublished in: FGIT-SecTech (2011)
Keyphrases
- feature selection
- classification accuracy
- network intrusion
- classification models
- support vector machine
- feature extraction
- feature set
- support vector
- high dimensionality
- text classification
- pattern recognition
- machine learning
- feature subset
- image classification
- model selection
- support vector machine svm
- feature vectors
- method for feature selection
- intrusion detection
- classification method
- classification performances
- feature reduction
- irrelevant features
- network intrusion detection
- feature selection algorithms
- data sets
- decision trees
- discriminative features
- network security
- feature space
- training set
- text categorization
- dimensionality reduction
- training data