Using behavior models for anomaly detection in hybrid systems.
Asmir VodencarevicHans Kleine BüningOliver NiggemannAlexander MaierPublished in: ICAT (2011)
Keyphrases
- anomaly detection
- hybrid systems
- intrusion detection
- behavior analysis
- detecting anomalies
- intrusion detection system
- network traffic
- one class support vector machines
- probabilistic model
- anomalous behavior
- network intrusion detection
- black box
- machine learning algorithms
- neural network
- meta learning
- real world
- soft computing
- unsupervised learning
- model selection
- hidden markov models
- support vector
- discrete event
- feature selection
- normal behavior
- genetic algorithm
- data sets
- network anomaly detection