A Grammatical Inference Approach to Language-Based Anomaly Detection in XML.
Harald LampesbergerPublished in: CoRR (2013)
Keyphrases
- anomaly detection
- grammatical inference
- mildly context sensitive
- regular languages
- context free languages
- intrusion detection
- detecting anomalies
- language acquisition
- context free grammars
- network intrusion detection
- anomalous behavior
- inductive inference
- xml documents
- unsupervised learning
- xml data
- intrusion detection system
- language learning
- xml schema
- context dependent
- relational databases
- data integration
- negative selection algorithm
- network anomaly detection
- data model
- one class support vector machines
- detect anomalies
- feature selection
- database systems
- metadata
- misuse detection
- decision trees
- data analysis
- feature space
- support vector machine
- object oriented
- computational intelligence
- data exchange