A New Semi-supervised Approach for Network Encrypted Traffic Clustering and Classification.
Kunda LinXiaolong XuYu JiangPublished in: CSCWD (2022)
Keyphrases
- network traffic
- traffic analysis
- supervised classification
- unsupervised clustering
- classification accuracy
- clustering method
- pattern recognition
- unsupervised learning
- clustering algorithm
- network resources
- feature vectors
- decision trees
- supervised learning
- text classification
- network layer
- unsupervised classification
- internet traffic
- support vector
- feature extraction
- network traffic monitoring
- anomaly detection
- image classification
- high dimensionality
- computer networks
- traffic volume
- resource utilization
- telecommunication networks
- feature space
- ddos attacks
- machine learning
- mesh network
- origin destination
- traffic patterns
- training set
- support vector machine
- peer to peer
- congestion control
- traffic management
- transportation networks
- cluster analysis
- network management
- support vector machine svm
- traffic flow
- document clustering
- network structure