From traffic classes to content: A hierarchical approach for encrypted traffic classification.
Ying LiYi HuangSuranga SeneviratneKanchana ThilakarathnaAdriel ChengGuillaume JourjonDarren WebbDavid B. SmithRichard Yi Da XuPublished in: Comput. Networks (2022)
Keyphrases
- network traffic
- pattern classification
- hierarchical classification
- text classification
- pattern recognition
- traffic flow
- real time
- feature vectors
- classification accuracy
- road network
- class labels
- support vector machine
- feature selection
- machine learning
- feature space
- supervised learning
- multiple classes
- preprocessing
- support vector
- model selection
- multimedia
- internet traffic
- class hierarchy
- image classification
- traffic management
- classification models
- classification method
- unsupervised learning
- feature set
- decision trees
- metadata
- neural network