Multi-dimensional traffic anomaly detection based on ICA.
Zonglin LiGuangmin HuXingmiao YaoPublished in: ISCC (2009)
Keyphrases
- anomaly detection
- multi dimensional
- network traffic
- independent component analysis
- detect anomalies
- intrusion detection
- detecting anomalies
- anomalous behavior
- network intrusion detection
- intrusion detection system
- network security
- normal traffic
- unsupervised anomaly detection
- computer networks
- computer security
- detecting anomalous
- feature extraction
- behavior analysis
- traffic patterns
- network anomaly detection
- one class support vector machines
- traffic flow
- connectionist systems
- high dimensional
- network intrusion
- active learning
- object recognition
- principal component analysis
- cumulative sum
- sequential patterns