One-Class Principal Component Classifier for anomaly detection in wireless sensor network.
Murad A. RassamAnazida ZainalMohd Aizaini MaarofPublished in: CASoN (2012)
Keyphrases
- anomaly detection
- principal components
- wireless sensor networks
- feature set
- intrusion detection
- detecting anomalies
- principal component analysis
- anomalous behavior
- intrusion detection system
- network intrusion detection
- training data
- feature space
- dimensionality reduction
- network traffic
- principal component regression
- network anomaly detection
- one class support vector machines
- unsupervised anomaly detection
- training set
- support vector
- decision trees
- feature selection
- hyperplane
- svm classifier
- detect anomalies
- kernel space
- network security
- training samples
- negative selection algorithm
- support vector machine
- covariance matrix
- learning algorithm
- unsupervised learning
- model selection
- misuse detection
- cumulative sum
- computer vision