Intrusion detection system using hybrid classifiers with meta-heuristic algorithms for the optimization and feature selection by genetic algorithm.
Nilesh KunhareRitu TiwariJoydip DharPublished in: Comput. Electr. Eng. (2022)
Keyphrases
- intrusion detection system
- feature selection
- genetic algorithm
- intrusion detection
- network security
- parameter optimization
- feature set
- distributed intrusion detection
- support vector
- optimization method
- anomaly detection
- computer networks
- feature selection and classifier
- feature selection algorithms
- network intrusion detection
- naive bayes
- feature subset
- network traffic
- training data
- attack detection
- computer systems
- machine learning
- classification accuracy
- feature extraction
- genetic algorithm ga
- support vector machine
- feature space
- text classification
- text categorization
- feature reduction
- decision trees
- training set
- data mining techniques
- databases
- fitness function
- multi class
- object recognition
- pairwise
- knn
- information systems
- information retrieval