Selection of Candidate Support Vectors in incremental SVM for network intrusion detection.
Roshan ChitrakarChuanhe HuangPublished in: Comput. Secur. (2014)
Keyphrases
- support vectors
- network intrusion detection
- support vector
- support vector machine
- number of support vectors
- kernel function
- svm classifier
- anomaly detection
- intrusion detection
- input space
- training samples
- training data
- hyperplane
- fraud detection
- training dataset
- decision functions
- training examples
- decision function
- maximum variance
- svm training
- linear svm
- intrusion detection system
- hyper sphere
- network traffic
- training process
- support vector machine svm
- feature space
- svm classification
- ls svm
- data mining
- feature selection
- class labels
- machine learning