A novel semi-supervised approach for network traffic clustering.
Yu WangYang XiangJun ZhangShun-Zheng YuPublished in: NSS (2011)
Keyphrases
- network traffic
- semi supervised
- anomaly detection
- intrusion detection
- network security
- computer networks
- semi supervised clustering
- unsupervised learning
- traffic data
- intrusion detection system
- clustering algorithm
- network intrusion detection
- supervised learning
- network resources
- traffic analysis
- pairwise constraints
- constrained clustering
- internet traffic
- network traffic data
- traffic volume
- k means
- network monitoring
- network management
- network bandwidth
- detecting anomalous
- pairwise
- data mining
- long range dependence
- ip addresses
- outlier detection
- active learning
- object recognition
- information systems