Self-Supervised Traffic Classification: Flow Embedding and Few-Shot Solutions.
Eyal HorowiczTal ShapiraYuval ShavittPublished in: IEEE Trans. Netw. Serv. Manag. (2024)
Keyphrases
- classification accuracy
- pattern classification
- feature extraction
- classification systems
- machine learning
- classification scheme
- classification algorithm
- feature selection
- optimal solution
- support vector
- feature space
- pattern recognition
- classification method
- automatic classification
- flow field
- support vector machine
- detection algorithm
- image classification
- semi supervised
- vector space
- end to end
- network traffic
- knn
- preprocessing
- video sequences
- active learning