An efficient SVM-based method for multi-class network traffic classification.
Ning JingMing YangShaoyin ChengQunfeng DongHui XiongPublished in: IPCCC (2011)
Keyphrases
- multi class
- support vector machine
- network traffic
- support vector machine svm
- multi class classification
- multi class classifier
- binary and multi class
- classification accuracy
- binary classifiers
- multi class svm
- error correcting output codes
- pairwise
- support vector
- feature set
- classification algorithm
- multi class svms
- machine learning
- multiclass classification
- binary classification
- feature selection
- training samples
- intrusion detection
- multi class boosting
- unsupervised learning
- model selection
- data sets