An application of principal component analysis to the detection and visualization of computer network attacks.
Khaled LabibV. Rao VemuriPublished in: Ann. des Télécommunications (2006)
Keyphrases
- network attacks
- principal component analysis
- intrusion detection
- network intrusion detection
- intrusion detection system
- network security
- network intrusions
- dimensionality reduction
- computer systems
- dos attacks
- independent component analysis
- anomaly detection
- network traffic
- data analysis
- principal components
- detection algorithm
- low dimensional
- covariance matrix
- face images
- sensor networks
- linear discriminant analysis
- unsupervised learning
- information security
- model selection
- reinforcement learning
- image segmentation
- feature selection
- data mining