Early Online Classification of Encrypted Traffic Streams using Multi-fractal Features.
Erik AreströmNiklas CarlssonPublished in: INFOCOM Workshops (2019)
Keyphrases
- feature vectors
- classification method
- classification accuracy
- feature extraction
- feature set
- feature space
- real time
- pattern recognition
- svm classifier
- class labels
- classification process
- classification models
- support vector
- support vector machine
- feature values
- extracted features
- feature extraction and classification
- benchmark datasets
- text classification
- gender classification
- high dimensionality
- extracting features
- supervised learning
- feature construction
- online learning
- image features
- low level
- irrelevant features
- feature representation
- co occurrence
- multi fractal
- highly discriminative
- training data
- gabor filters
- pattern classification
- texture analysis
- network traffic
- image classification
- semi supervised