Multivariate correlation coefficient and mutual information-based feature selection in intrusion detection.
Sara MohammadiHamid MirvaziriMostafa Ghazizadeh AhsaeePublished in: Inf. Secur. J. A Glob. Perspect. (2017)
Keyphrases
- intrusion detection
- correlation coefficient
- feature selection
- mutual information
- stepwise regression
- information gain
- intrusion detection system
- network security
- anomaly detection
- network traffic
- network intrusion detection
- information security
- root mean square error
- detecting anomalous
- artificial immune
- principal components
- high detection rate
- data mining
- text categorization
- network intrusion
- image registration
- cyber security
- support vector
- root mean squared error
- alert correlation
- feature set
- classification accuracy
- computer security
- intrusion prevention
- network intrusions
- similarity measure
- feature subset
- text classification
- model selection
- feature space
- data mining techniques
- network attacks
- machine learning
- network intrusion detection systems
- real world
- naive bayes