Realistic Data Generation for Anomaly Detection in Industrial Settings Using Simulations.
Peter SchneiderAlexander GiehlPublished in: CyberICPS/SECPRE@ESORICS (2018)
Keyphrases
- anomaly detection
- data generation
- streaming data
- intrusion detection
- detecting anomalies
- active learning
- data streams
- intrusion detection system
- network anomaly detection
- anomalous behavior
- network traffic
- network intrusion detection
- detect anomalies
- one class support vector machines
- unsupervised learning
- high throughput
- change detection
- high dimensional
- negative selection algorithm
- decision trees
- pattern recognition