Enhanced Anomaly Detection Via PLS Regression Models and Information Entropy Theory.
Fouzi HarrouYing SunPublished in: SSCI (2015)
Keyphrases
- anomaly detection
- regression model
- information entropy
- intrusion detection
- detecting anomalies
- rough sets
- regression methods
- network intrusion detection
- network traffic
- model selection
- intrusion detection system
- regression analysis
- anomalous behavior
- network anomaly detection
- rough set theory
- detect anomalies
- one class support vector machines
- partial least squares
- attribute values
- databases
- negative selection algorithm
- decision table
- discriminant analysis
- unsupervised learning