Learning-Based Anomaly Detection Using Log Files with Sequential Relationships.
Markus FältStefan ForsströmQing HeTingting ZhangPublished in: ICSRS (2022)
Keyphrases
- anomaly detection
- log files
- intrusion detection
- connectionist systems
- unsupervised learning
- website
- learning algorithm
- prior knowledge
- databases
- negative selection algorithm
- network anomaly detection
- detecting anomalies
- domain specific
- intrusion detection system
- network traffic
- web users
- log data
- real world
- temporal characteristics
- knowledge base
- anomalous behavior
- supervised learning
- expert systems