PCA filtering and probabilistic SOM for network intrusion detection.
Eduardo de la Hoz CorreaEmiro de la Hoz FrancoAndrés OrtizJulio Ortega LoperaBeatriz PrietoPublished in: Neurocomputing (2015)
Keyphrases
- network intrusion detection
- anomaly detection
- principal component analysis
- intrusion detection
- network intrusion
- self organizing maps
- artificial immune
- network anomaly detection
- intrusion detection system
- fraud detection
- network traffic
- network traffic data
- k means
- bayesian networks
- neural network
- high dimensional
- network attacks
- probabilistic model
- unsupervised learning
- dimensionality reduction
- face recognition
- principal components
- data sets
- feature extraction
- computer networks
- linear discriminant analysis
- input data
- maximum likelihood
- data processing