A Novel Feature Selection Approach for Intrusion Detection Data Classification.
Mohammed A. AmbusaidiXiangjian HeZhiyuan TanPriyadarsi NandaLiang Fu LuUpasana T. NagarPublished in: TrustCom (2014)
Keyphrases
- intrusion detection
- feature selection
- data sets
- information retrieval
- anomaly detection
- data mining techniques
- data processing
- database
- network security
- information security
- feature extraction
- network intrusion
- high detection rate
- intrusion detection system
- support vector machine
- feature space
- learning algorithm
- machine learning
- knowledge discovery
- supervised learning
- data points
- data sources
- high dimensional
- data analysis
- decision trees
- data mining