Real-time anomaly detection for streaming data using burst code on a neurosynaptic processor.
Qiuwen ChenQinru QiuPublished in: DATE (2017)
Keyphrases
- anomaly detection
- streaming data
- intrusion detection
- network traffic
- anomalous behavior
- data streams
- detecting anomalies
- network anomaly detection
- intrusion detection system
- network security
- network intrusion detection
- malware detection
- concept drift
- unsupervised learning
- sliding window
- data sets
- one class support vector machines
- machine learning
- maximum likelihood
- nearest neighbor
- high resolution
- detect anomalies
- image segmentation