Multiple queries with conditional attributes (QCATs) for anomaly detection and visualization.
Simon J. WaltonEamonn MaguireMin ChenPublished in: VizSEC (2014)
Keyphrases
- anomaly detection
- multiple queries
- intrusion detection
- parallel processing
- detecting anomalies
- anomalous behavior
- network intrusion detection
- intrusion detection system
- unsupervised learning
- network traffic
- query types
- multiple users
- retrieval method
- machine learning
- detect anomalies
- one class support vector machines
- negative selection algorithm
- streaming data
- text mining
- active learning
- data analysis
- object recognition
- normal behavior
- image segmentation
- data mining