ByteSGAN: A semi-supervised Generative Adversarial Network for encrypted traffic classification in SDN Edge Gateway.
Pan WangZixuan WangFeng YeXuejiao ChenPublished in: Comput. Networks (2021)
Keyphrases
- semi supervised
- network traffic
- unsupervised learning
- supervised learning
- traffic analysis
- discriminative learning
- semi supervised classification
- support vector
- classification accuracy
- internet traffic
- generative model
- telecommunication networks
- traffic data
- discriminative methods
- mesh network
- transportation networks
- network resources
- machine learning
- semi supervised learning
- text classification
- image classification
- traffic load
- origin destination
- peer to peer
- active learning
- weighted graph
- feature vectors
- label information
- training set
- intermediate nodes
- decision trees
- congestion control
- class labels
- pairwise constraints
- co training
- monitoring system
- pairwise
- feature space
- similarity measure
- feature selection
- learning algorithm