HMM profiles for network traffic classification.
Charles V. WrightFabian MonroseGerald M. MassonPublished in: VizSEC (2004)
Keyphrases
- network traffic
- intrusion detection
- anomaly detection
- pattern recognition
- hidden markov models
- network security
- network management
- decision trees
- intrusion detection system
- computer networks
- network monitoring
- network intrusion detection
- traffic data
- text classification
- network bandwidth
- real world
- detecting anomalous
- internet traffic
- traffic volume
- supervised learning
- feature space
- machine learning
- ip networks
- network resources
- response time
- traffic analysis
- traffic engineering
- feature selection