Network traffic classification via HMM under the guidance of syntactic structure.
ChengGuo YinShuangQing LiQi LiPublished in: Comput. Networks (2012)
Keyphrases
- network traffic
- hidden markov models
- intrusion detection
- anomaly detection
- computer networks
- pattern recognition
- decision trees
- traffic data
- intrusion detection system
- detecting anomalous
- text classification
- traffic volume
- feature selection
- network security
- network intrusion detection
- supervised learning
- network traffic data
- traffic analysis
- internet traffic
- machine learning
- network monitoring
- data mining
- databases
- web caching
- network bandwidth
- feature extraction
- feature space
- knowledge discovery
- unsupervised learning
- maximum likelihood
- dimensionality reduction