Exploration of Singular Spectrum Analysis for Online Anomaly Detection in CRNs.
Qi DongZekun YangYu ChenXiaohua LiKai ZengPublished in: EAI Endorsed Trans. Security Safety (2017)
Keyphrases
- anomaly detection
- intrusion detection
- anomalous behavior
- network intrusion detection
- singular spectrum analysis
- detecting anomalies
- network traffic
- network anomaly detection
- intrusion detection system
- detect anomalies
- complex valued
- data sets
- spectrum sensing
- cognitive radio networks
- negative selection algorithm
- social networks
- one class support vector machines
- machine learning
- artificial neural networks
- normal behavior
- feature selection
- feature extraction
- preprocessing
- unsupervised learning