Seeing Traffic Paths: Encrypted Traffic Classification With Path Signature Features.
Shi-Jie XuGuang-Gang GengXiao-Bo JinDongjie LiuJian WengPublished in: IEEE Trans. Inf. Forensics Secur. (2022)
Keyphrases
- feature vectors
- feature extraction
- feature set
- classification accuracy
- classification method
- shortest path
- feature space
- classification models
- network traffic
- svm classifier
- extracting features
- benchmark datasets
- support vector
- decision trees
- class labels
- extracted features
- traffic flow
- classification process
- feature selection algorithms
- image classification
- feature values
- feature analysis
- eeg signals
- feature representation
- optimal path
- path length
- road network
- support vector machine svm
- pattern recognition
- traffic engineering
- traffic congestion
- stepping stones
- machine learning
- network resources
- high dimensionality
- supervised learning
- learning algorithm
- path selection
- path queries
- multiple paths
- real time