Automatic Signature Generation for Anomaly Detection in Business Process Instance Data.
Kristof BöhmerStefanie Rinderle-MaPublished in: BMMDS/EMMSAD (2016)
Keyphrases
- anomaly detection
- business process
- data sets
- business processes
- data analysis
- data processing
- data sources
- detect anomalies
- network traffic
- intrusion detection
- case study
- one class support vector machines
- detecting anomalies
- normal behavior
- unsupervised learning
- computer systems
- data mining techniques
- principal component analysis
- knowledge discovery
- data points
- probabilistic model
- training data