Studies in applying PCA and wavelet algorithms for network traffic anomaly detection.
Stevan NovakovChung-Horng LungIoannis LambadarisNabil SeddighPublished in: HPSR (2013)
Keyphrases
- anomaly detection
- network traffic
- intrusion detection
- tensor analysis
- one class support vector machines
- network intrusion detection
- detecting anomalous
- intrusion detection system
- anomalous behavior
- detecting anomalies
- network security
- network anomaly detection
- traffic analysis
- traffic data
- learning algorithm
- detect anomalies
- computer networks
- unsupervised learning
- principal component analysis
- network intrusion
- internet traffic
- data streams
- pattern recognition
- feature extraction
- computer vision
- real world
- normal traffic