Lightweight Anomaly Detection Scheme Using Incremental Principal Component Analysis and Support Vector Machine.
Nurfazrina Mohd ZamryAnazida ZainalMurad A. RassamEman H. AlkhammashFuad A. GhalebFaisal SaeedPublished in: Sensors (2021)
Keyphrases
- lightweight
- detection scheme
- support vector machine
- incremental principal component analysis
- anomaly detection
- multi class
- knn
- intrusion detection
- training data
- feature vectors
- training set
- support vector
- kernel function
- wireless sensor networks
- feature selection
- machine learning
- feature space
- network traffic
- kernel methods
- subspace learning