Towards selecting optimal features for flow statistical based network traffic classification.
Ming XuWenbo ZhuJian XuNing ZhengPublished in: APNOMS (2015)
Keyphrases
- network security
- network traffic
- intrusion detection
- classification accuracy
- anomaly detection
- intrusion detection system
- feature vectors
- traffic analysis
- computer networks
- feature set
- feature extraction
- feature subset
- feature space
- network monitoring
- machine learning
- pattern recognition
- network management
- network intrusion detection
- network bandwidth
- traffic volume
- traffic data
- model selection
- decision trees