Anomaly Detection Ensembles: In Defense of the Average.
Alvin ChiangYi-Ren YehPublished in: WI-IAT (3) (2015)
Keyphrases
- anomaly detection
- intrusion detection
- network security
- intrusion detection system
- network intrusion detection
- network traffic
- anomalous behavior
- detecting anomalies
- behavior analysis
- unsupervised anomaly detection
- detecting anomalous
- one class support vector machines
- detect anomalies
- network intrusion
- decision trees
- connectionist systems
- network anomaly detection
- unsupervised learning
- malware detection
- ensemble methods
- maximum likelihood
- computer security
- pairwise
- pattern recognition
- data mining
- misuse detection
- cumulative sum
- data sets