Feature Selection with IG-R for Improving Performance of Intrusion Detection System.
Kayode Yakub SaheedFatimah E. Usman-HamzaPublished in: Int. J. Commun. Networks Inf. Secur. (2020)
Keyphrases
- intrusion detection system
- feature selection
- information gain
- intrusion detection
- network security
- computer networks
- anomaly detection
- network intrusion detection
- text categorization
- distributed intrusion detection
- network traffic
- chi squared
- mutual information
- classification accuracy
- computer systems
- attack detection
- alert correlation
- decision trees
- cyber security
- network intrusion detection systems
- text classification
- feature space
- feature extraction
- feature set
- network attacks
- feature subset
- network intrusions
- network traffic data
- machine learning
- unauthorized access
- data sets
- normal behavior
- dimensionality reduction
- misuse detection
- data mining techniques
- model selection