An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine.
M. R. Gauthama RamanNivethitha SomuKirthivasan KannanRamiro LiscanoV. S. Shankar SriramPublished in: Knowl. Based Syst. (2017)
Keyphrases
- parameter optimization
- intrusion detection system
- support vector machine
- genetic algorithm
- feature selection
- intrusion detection
- genetic algorithm ga
- network security
- differential evolution
- anomaly detection
- distributed intrusion detection
- parameter settings
- support vector
- higher order
- training data
- machine learning
- fitness function
- support vector machine svm
- computer systems
- feature vectors
- particle swarm optimization
- parameter estimation
- knn
- neural network
- optimization algorithm
- multi objective
- pairwise
- feature space
- unsupervised learning
- evolutionary algorithm
- particle swarm optimization pso
- dynamic model
- learning algorithm
- data mining