Feature Selection Using an Improved Multi-objective Immune Algorithm for Intrusion Detection.
Wenhong WeiShuo ChenQiuzhen LinJunkai JiJianyong ChenPublished in: SSCI (2019)
Keyphrases
- intrusion detection
- immune algorithm
- multi objective
- genetic algorithm
- feature selection
- intrusion detection system
- network model
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- anomaly detection
- network intrusion detection
- artificial immune system
- network security
- network traffic
- particle swarm optimization
- support vector regression
- rbf network
- feature set
- support vector
- feature extraction
- initial population
- text classification
- rbf neural network
- artificial neural networks
- detecting anomalous
- feature space
- fitness function
- machine learning
- neural network
- network intrusions
- neural network model
- dimensionality reduction
- classification accuracy
- objective function
- data mining
- model selection
- data mining techniques
- nsga ii
- support vector machine
- evolutionary computation
- metaheuristic
- genetic programming
- mutation operator
- knn
- active learning
- network attacks