Constructing important features from massive network traffic for lightweight intrusion detection.
Wei WangYongzhong HeJiqiang LiuSylvain GombaultPublished in: IET Inf. Secur. (2015)
Keyphrases
- intrusion detection
- network traffic
- lightweight
- intrusion detection system
- network security
- anomaly detection
- detecting anomalous
- network intrusion detection
- dos attacks
- network traffic data
- computer networks
- network intrusions
- network management
- feature extraction
- network intrusion
- information security
- data mining
- machine learning
- network monitoring
- fraud detection
- false positives
- traffic data
- wireless networks
- data sources
- network attacks
- wireless sensor networks
- active learning