Anomaly Detection Through a Bayesian Support Vector Machine.
Vasilis A. SotirisPeter W. TseMichael G. PechtPublished in: IEEE Trans. Reliab. (2010)
Keyphrases
- anomaly detection
- support vector machine
- intrusion detection
- one class support vector machines
- detecting anomalies
- anomalous behavior
- multi class
- network traffic
- feature selection
- unsupervised anomaly detection
- unsupervised learning
- svm classifier
- network intrusion detection
- intrusion detection system
- support vector
- detecting anomalous
- computer security
- network anomaly detection
- bayesian networks
- behavior analysis
- detect anomalies
- training data
- knn
- feature vectors
- network security
- bayesian learning
- maximum likelihood
- negative selection algorithm
- malware detection
- similarity measure
- hidden markov models
- data processing
- decision trees