Log File Anomaly Detection Based on Process Mining Graphs.
Sabrina LuftensteinerPatrick PraherPublished in: DEXA Workshops (2022)
Keyphrases
- anomaly detection
- event logs
- log files
- process mining
- process model
- intrusion detection
- website
- anomalous behavior
- detecting anomalies
- log data
- business process
- detect anomalies
- network traffic
- web users
- one class support vector machines
- web server
- network intrusion detection
- business processes
- intrusion detection system
- negative selection algorithm
- domain experts
- network security
- formal concept analysis
- unsupervised learning
- query logs
- frequent itemsets
- knowledge acquisition
- co occurrence
- probabilistic model
- data analysis