A survey of methods for encrypted traffic classification and analysis.
Petr VelanMilan CermákPavel CeledaMartin DrasarPublished in: Int. J. Netw. Manag. (2015)
Keyphrases
- machine learning methods
- benchmark datasets
- classification systems
- classification method
- preprocessing
- image analysis
- cross validation
- machine learning algorithms
- data mining
- higher classification accuracy
- multiclass classification
- benchmark data sets
- classification algorithm
- empirical studies
- computational cost
- real time
- statistical analysis
- text classification
- image classification
- semi supervised
- significant improvement
- network traffic
- training set
- cost sensitive
- pattern recognition
- decision trees
- robust classification