Machine learning based encrypted traffic classification: Identifying SSH and Skype.
Riyad AlshammariA. Nur Zincir-HeywoodPublished in: CISDA (2009)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- support vector machine
- supervised machine learning
- text classification
- supervised classification
- machine learning algorithms
- supervised learning
- automatic classification
- classification models
- classification process
- machine learning approaches
- classification accuracy
- data mining
- feature vectors
- image classification
- statistical learning
- cost sensitive
- pattern classification
- classification method
- feature selection
- classification scheme
- feature extraction
- class labels
- classification systems
- training samples
- feature space
- internet traffic
- feature construction
- road network
- classification rules
- benchmark datasets
- unsupervised learning
- text mining
- information extraction
- training set