Exchangeability martingales for selecting features in anomaly detection.
Giovanni CherubinAdrian BaldwinJonathan GriffinPublished in: COPA (2018)
Keyphrases
- anomaly detection
- selecting features
- intrusion detection
- feature selection
- detecting anomalies
- network traffic
- anomalous behavior
- network intrusion detection
- intrusion detection system
- selected features
- feature subset
- individual features
- detect anomalies
- network anomaly detection
- unsupervised learning
- pattern recognition
- negative selection algorithm
- data sets
- text mining
- classification accuracy
- one class support vector machines
- misuse detection