A Grammatical Inference Approach to Language-Based Anomaly Detection in XML.
Harald LampesbergerPublished in: ARES (2013)
Keyphrases
- anomaly detection
- grammatical inference
- mildly context sensitive
- regular languages
- context free languages
- intrusion detection
- anomalous behavior
- context free grammars
- language acquisition
- detecting anomalies
- xml documents
- inductive inference
- network traffic
- network intrusion detection
- intrusion detection system
- xml schema
- one class support vector machines
- regular expressions
- detect anomalies
- natural language
- xml data
- language learning
- data exchange
- network anomaly detection
- negative selection algorithm
- object oriented
- data integration
- relational databases
- data mining
- data model
- metadata
- learning algorithm
- object recognition
- data analysis
- high dimensional
- unsupervised learning
- context dependent
- integrity constraints