Building lightweight intrusion detection system using wrapper-based feature selection mechanisms.
Yang LiJun-Li WangZhihong TianTianbo LuChen YoungPublished in: Comput. Secur. (2009)
Keyphrases
- lightweight
- intrusion detection system
- feature selection
- intrusion detection
- network security
- computer networks
- anomaly detection
- distributed intrusion detection
- network intrusion detection
- network traffic
- attack detection
- text classification
- alert correlation
- computer systems
- feature space
- information security
- feature subset
- communication infrastructure
- machine learning
- feature extraction
- wrapper method
- dos attacks
- wireless sensor networks
- wrapper feature selection
- semi supervised
- feature set
- data mining techniques
- training set
- unsupervised learning