Towards Adaptive Anomaly Detection and Root Cause Analysis by Automated Extraction of Knowledge from Risk Analyses.
Bram SteenwinckelPieter HeyvaertDieter De PaepeOlivier JanssensSander Vanden HautteAnastasia DimouFilip De TurckSofie Van HoeckeFemke OngenaePublished in: SSN@ISWC (2018)
Keyphrases
- anomaly detection
- intrusion detection
- root cause analysis
- anomalous behavior
- network intrusion detection
- detecting anomalies
- network traffic
- unsupervised anomaly detection
- knowledge base
- computer security
- one class support vector machines
- network anomaly detection
- intrusion detection system
- knowledge discovery
- expert systems
- detect anomalies
- behavior analysis
- decision making
- negative selection algorithm
- data mining techniques
- detecting anomalous
- unsupervised learning
- management system
- object recognition
- pattern recognition
- previously unknown
- network security
- action recognition
- hidden markov models
- model selection
- cumulative sum
- databases