Multi-layer intrusion detection system with ExtraTrees feature selection, extreme learning machine ensemble, and softmax aggregation.
Jivitesh SharmaCharul GiriOle-Christoffer GranmoMorten GoodwinPublished in: EURASIP J. Inf. Secur. (2019)
Keyphrases
- multi layer
- intrusion detection system
- extreme learning machine
- feed forward neural networks
- feature selection
- single layer
- intrusion detection
- neural network
- activation function
- hidden nodes
- neural nets
- anomaly detection
- multiple classifiers
- ensemble learning
- ensemble classifier
- computer systems
- text categorization
- support vector machine
- text classification
- artificial neural networks
- feed forward
- classifier ensemble
- ensemble methods
- feature subset
- gaussian processes
- feature space
- variable selection
- hidden layer
- feature extraction
- machine learning
- support vector regression
- dimensionality reduction
- text mining
- principal component analysis
- image segmentation
- decision trees