Application traffic classification using payload size sequence signature.
Kyu-Seok ShimJae-Hyun HamBaraka D. SijaMyung-Sup KimPublished in: Int. J. Netw. Manag. (2017)
Keyphrases
- network traffic
- pattern recognition
- pattern classification
- text classification
- classification scheme
- automatic classification
- support vector
- classification method
- machine learning
- classification algorithm
- unsupervised learning
- classification accuracy
- feature space
- preprocessing
- decision trees
- neural network
- image classification
- training set
- training samples
- support vector machine svm
- benchmark datasets
- machine learning methods
- computational complexity
- similarity measure
- travel time
- pattern recognition tasks