Multi-Level Anomaly Detection on Streaming Graph Data.
Robert A. BridgesJohn P. CollinsErik M. FerragutJason A. LaskaBlair D. SullivanPublished in: CoRR (2014)
Keyphrases
- anomaly detection
- graph data
- graph mining
- relational data
- structured data
- graph databases
- intrusion detection
- data streams
- detecting anomalies
- anomalous behavior
- intrusion detection system
- pattern mining
- huge number
- network intrusion detection
- network traffic
- one class support vector machines
- regular expressions
- unsupervised learning
- connected components
- negative selection algorithm
- community detection
- application domains
- support vector machine
- association rules
- natural language
- metadata
- real world