Network Security Monitoring by Combining Semi-Supervised Learning and Active Learning.
Yun PanPublished in: Int. J. Inf. Syst. Model. Des. (2022)
Keyphrases
- network security
- semi supervised learning
- active learning
- semi supervised
- labeled data
- unlabeled data
- situation assessment
- network monitoring
- intrusion detection
- computer networks
- supervised learning
- traffic analysis
- intrusion detection system
- network traffic
- unlabeled examples
- labeled examples
- random sampling
- co training
- machine learning
- anomaly detection
- training examples
- transfer learning
- unsupervised learning
- graph based semi supervised learning
- manifold regularization
- unlabeled instances
- learning algorithm
- semi supervised classification
- training data
- semi supervised learning algorithms
- learning process
- information security
- label propagation
- training set
- databases
- situational awareness
- information systems
- labeled instances
- pairwise