Model Selection for Anomaly Detection in Wireless Ad Hoc Networks.
Hongmei DengRoger XuPublished in: CIDM (2007)
Keyphrases
- kernel matrix
- model selection
- anomaly detection
- cross validation
- unsupervised learning
- intrusion detection
- detecting anomalies
- network intrusion detection
- parameter estimation
- hyperparameters
- regression model
- anomalous behavior
- machine learning
- bayesian learning
- statistical learning
- model selection criteria
- network traffic
- negative selection algorithm
- gaussian process
- selection criterion
- detect anomalies
- one class support vector machines
- network anomaly detection
- intrusion detection system
- information criterion
- maximum likelihood
- real world
- data sets
- feature space
- data analysis