An image processing approach to traffic anomaly detection.
Romain FontugneToshio HirotsuKensuke FukudaPublished in: AINTEC (2008)
Keyphrases
- anomaly detection
- network traffic
- image processing
- detect anomalies
- intrusion detection
- intrusion detection system
- anomalous behavior
- network security
- network intrusion detection
- normal traffic
- network anomaly detection
- detecting anomalies
- computer vision
- computer networks
- traffic flow
- behavior analysis
- unsupervised learning
- pattern recognition
- image segmentation
- malware detection
- remote sensing
- network intrusion
- unsupervised anomaly detection
- negative selection algorithm
- computer security
- traffic patterns
- one class support vector machines
- feature extraction
- detecting anomalous
- neural network
- object recognition
- high dimensional
- knowledge discovery
- cumulative sum