Unsupervised real-time anomaly detection for streaming data.
Subutai AhmadAlexander LavinScott PurdyZuha AghaPublished in: Neurocomputing (2017)
Keyphrases
- anomaly detection
- streaming data
- unsupervised anomaly detection
- unsupervised learning
- intrusion detection
- detecting anomalies
- network traffic
- network intrusion detection
- intrusion detection system
- anomalous behavior
- one class support vector machines
- network security
- network anomaly detection
- concept drift
- data streams
- sliding window
- supervised learning
- data distribution
- learning algorithm
- computer networks
- non stationary
- high dimensional
- detect anomalies