Knowing the unknowns: Network traffic detection with open-set semi-supervised learning.
Rui ChenLailong LuoXiaodong WangBangbang RenDeke GuoShi ZhuPublished in: Comput. Networks (2024)
Keyphrases
- semi supervised learning
- network traffic
- anomaly detection
- semi supervised
- detecting anomalous
- normal traffic
- unlabeled data
- intrusion detection
- unsupervised learning
- labeled data
- supervised learning
- semi supervised classification
- network intrusion detection
- detect anomalies
- co training
- manifold regularization
- intrusion detection system
- active learning
- machine learning
- semi supervised learning algorithms
- training data
- graph based semi supervised learning
- label propagation
- graph construction
- data sets
- data mining
- labeled and unlabeled data
- databases
- social network analysis
- shortest path
- information retrieval
- bayesian networks
- object detection
- pattern recognition