Unsupervised traffic classification using flow statistical properties and IP packet payload.
Jun ZhangYang XiangWanlei ZhouYu WangPublished in: J. Comput. Syst. Sci. (2013)
Keyphrases
- network layer
- network traffic
- unsupervised learning
- supervised learning
- internet traffic
- supervised classification
- ip traffic
- differentiated services
- feature extraction
- application layer
- feature vectors
- ip address
- decision trees
- machine learning
- text classification
- feature space
- support vector
- packet forwarding
- high speed
- training set
- network devices
- semi supervised
- support vector machine
- origin destination