Network traffic classification based on transfer learning.
Guanglu SunLili LiangTeng ChenFeng XiaoFei LangPublished in: Comput. Electr. Eng. (2018)
Keyphrases
- network traffic
- transfer learning
- text classification
- intrusion detection
- cross domain learning
- machine learning
- learning tasks
- labeled data
- anomaly detection
- machine learning algorithms
- knowledge transfer
- reinforcement learning
- cross domain
- supervised learning
- transfer knowledge
- internet traffic
- class labels
- active learning
- pattern recognition
- long range dependence
- feature selection
- decision trees
- intrusion detection system
- feature extraction
- training set
- collaborative filtering
- conditional random fields
- training samples
- databases
- unlabeled data
- maximum likelihood
- target domain
- network intrusion detection
- graphical models
- information systems
- support vector machine