Hybrid ensemble techniques used for classifier and feature selection in intrusion detection systems.
Ankit Rajeshkumar KharwarDevendra V. ThakorPublished in: Int. J. Commun. Networks Distributed Syst. (2022)
Keyphrases
- feature selection
- intrusion detection system
- intrusion detection
- ensemble classifier
- network security
- ensemble learning
- feature set
- anomaly detection
- network intrusion detection
- feature ranking
- computer networks
- feature space
- network traffic
- support vector machine
- computer security
- multi class
- feature selection algorithms
- support vector
- feature subset
- text classification
- classification accuracy
- classifier ensemble
- base classifiers
- intrusion prevention
- training set
- text categorization
- computer systems
- alert correlation
- cyber security
- distributed intrusion detection
- dimensionality reduction
- training data
- feature extraction
- random forest
- ensemble methods
- machine learning
- svm classifier
- model selection
- cyber attacks
- attack detection
- misuse detection
- feature reduction
- naive bayes
- network intrusion
- learning algorithm
- data mining