Anomaly Detection Algorithms on IBM InfoSphere Streams: Anomaly Detection for Data in Motion.
Yifat YulevichAlex PyasikLeonid GorelikPublished in: ISPA (2012)
Keyphrases
- anomaly detection
- streaming data
- detect anomalies
- intrusion detection
- one class support vector machines
- network intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- intrusion detection system
- network intrusion
- network anomaly detection
- unsupervised anomaly detection
- data sets
- normal behavior
- data analysis
- data mining algorithms
- behavior analysis
- data assimilation
- data processing
- negative selection algorithm
- data mining techniques
- data sources
- network security
- malware detection
- computer systems
- input data
- motion estimation
- image segmentation