Digging into HTTPS: flow-based classification of webmail traffic.
Dominik SchatzmannWolfgang MühlbauerThrasyvoulos SpyropoulosXenofontas A. DimitropoulosPublished in: Internet Measurement Conference (2010)
Keyphrases
- pattern recognition
- machine learning
- classification method
- classification accuracy
- feature vectors
- feature selection
- machine learning methods
- automatic classification
- classification rate
- preprocessing
- support vector
- feature space
- support vector machine
- classification systems
- cost sensitive
- decision trees
- classification process
- traffic flow
- classification models
- flow field
- classification rules
- traffic control
- classification algorithm
- decision rules
- class labels
- benchmark datasets
- training samples
- text classification
- image classification
- supervised learning
- multi class
- training set
- feature extraction