A Moving Window Principal Components Analysis Based Anomaly Detection and Mitigation Approach in SDN Network.
Mingxin WangHuachun ZhouJia ChenPublished in: KSII Trans. Internet Inf. Syst. (2018)
Keyphrases
- anomaly detection
- principal components analysis
- network traffic
- network anomaly detection
- moving window
- detect anomalies
- intrusion detection
- network intrusion
- detecting anomalies
- network intrusion detection
- anomalous behavior
- computer networks
- intrusion detection system
- principal components
- intrusion prevention
- one class support vector machines
- covariance matrix
- normal behavior
- dimensionality reduction
- negative selection algorithm
- network security
- data mining
- linear discriminant analysis
- detecting anomalous
- machine learning
- pattern recognition
- feature extraction