Network traffic classification based on federated semi-supervised learning.
Zixuan WangZeyi LiMengyi FuYingchun YePan WangPublished in: J. Syst. Archit. (2024)
Keyphrases
- semi supervised learning
- network traffic
- supervised learning
- improve the classification accuracy
- semi supervised classification
- semi supervised
- unsupervised learning
- unlabeled data
- co training
- labeled data
- transductive support vector machine
- machine learning
- semi supervised learning algorithms
- labeled and unlabeled data
- anomaly detection
- intrusion detection
- active learning
- class labels
- unlabeled samples
- classification accuracy
- training data
- pattern recognition
- manifold regularization
- text classification
- label propagation
- intrusion detection system
- graph based semi supervised learning
- model selection
- decision trees
- learning algorithm
- long range dependence
- training examples
- training samples
- knowledge discovery
- feature space
- support vector
- bayesian networks
- information retrieval