Intrusion Detection with Support Vector Machines and Generative Models.
John S. BarasMaben RabiPublished in: ISC (2002)
Keyphrases
- intrusion detection
- generative model
- intrusion detection system
- anomaly detection
- probabilistic model
- discriminative models
- network traffic
- network security
- discriminative learning
- network intrusion detection
- semi supervised
- network intrusion
- high detection rate
- prior knowledge
- hierarchical hidden markov models
- conditional random fields
- em algorithm
- detecting anomalous
- generative and discriminative models
- data mining
- object categories
- data mining techniques
- alert correlation
- model selection
- computer vision
- learning algorithm