Anomaly diagnosis based on regression and classification analysis of statistical traffic features.
Lei (Chris) LiuXiaolong JinGeyong MinLi XuPublished in: Secur. Commun. Networks (2014)
Keyphrases
- statistical analysis
- classification accuracy
- feature vectors
- correspondence analysis
- feature extraction
- feature set
- classification models
- feature analysis
- benchmark datasets
- feature space
- classification method
- support vector
- decision trees
- network traffic
- classification process
- model based diagnosis
- text classification
- discriminative features
- machine learning
- support vector machine svm
- features extraction
- image classification
- image features
- support vector machine
- pattern recognition
- feature selection algorithms
- training data
- feature representation
- svm classification
- numeric values
- data mining
- feature values
- statistical information
- classification algorithm
- class labels
- machine learning algorithms
- feature selection