A building block for awareness in technical systems: Online novelty detection and reaction with an application in intrusion detection.
Christian GruhlBernhard SickArno WackerSven TomfordeJörg HähnerPublished in: iCAST (2015)
Keyphrases
- intrusion detection
- novelty detection
- building blocks
- anomaly detection
- technical systems
- intrusion detection system
- network traffic
- text filtering
- network intrusion detection
- network security
- complex systems
- high detection rate
- detecting anomalous
- network intrusion
- information security
- intrusion prevention
- concept drift
- unsupervised learning
- data mining
- computer networks
- dimensionality reduction
- query processing
- relational databases
- alert correlation
- decision making