Classification of encrypted traffic for applications based on statistical features.
Ali FanianEhsan MahdaviHoma HassannejadPublished in: ISC Int. J. Inf. Secur. (2018)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- feature extraction
- feature space
- classification models
- classification method
- classification process
- feature analysis
- benchmark datasets
- irrelevant features
- decision trees
- support vector
- feature selection
- gender classification
- extracted features
- image features
- correspondence analysis
- features extraction
- discriminative features
- automatic classification
- pattern classification
- network traffic
- svm classifier
- high dimensionality
- classification algorithm
- support vector machine
- machine learning algorithms
- feature values
- class labels
- feature construction
- textural features
- extracting features
- feature extraction and classification
- decision tree classifiers
- feature weights
- low level
- machine learning
- pattern recognition
- training set
- feature subset
- co occurrence
- image classification