Network intrusion detection in covariance feature space.
Shuyuan JinDaniel S. YeungXizhao WangPublished in: Pattern Recognit. (2007)
Keyphrases
- network intrusion detection
- feature space
- intrusion detection
- anomaly detection
- network intrusion
- fraud detection
- network anomaly detection
- intrusion detection system
- artificial immune
- network traffic
- classification accuracy
- feature vectors
- high dimensional
- data points
- feature selection
- principal component analysis
- input data
- network traffic data
- covariance matrix
- dimensionality reduction
- data sets
- linear discriminant analysis
- network intrusions
- support vector machine
- training set
- feature extraction
- learning process
- pairwise
- social networks
- information retrieval
- databases