Network Intrusion Detection Using Self-Recurrent Wavelet Neural Network with Multidimensional Radial Wavelons.
Vicente Alarcón AquinoJuan Manuel Ramírez-CortésPilar Gómez-GilOleg StarostenkoY. Garcia-GonzalezPublished in: Inf. Technol. Control. (2014)
Keyphrases
- network intrusion detection
- wavelet neural network
- anomaly detection
- intrusion detection
- prediction model
- wavelet analysis
- particle swarm optimization algorithm
- function approximation
- learning rate
- intrusion detection system
- adaptive learning
- convergence rate
- feed forward
- support vector regression
- back propagation
- fraud detection
- recurrent neural networks
- neural network
- network traffic
- feed forward neural networks
- rbf neural network
- nonlinear functions
- generalization ability
- chaotic systems
- feature vectors
- convergence speed
- activation function
- high dimensional
- machine learning
- training algorithm
- multiresolution
- probabilistic model
- bp neural network