A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-Based Anomaly Detection Techniques.
Max LandauerFlorian SkopikMarkus WurzenbergerPublished in: Proc. ACM Softw. Eng. (2024)
Keyphrases
- anomaly detection
- data sets
- unsupervised anomaly detection
- intrusion detection
- detecting anomalies
- network intrusion detection
- network traffic
- intrusion detection system
- behavior analysis
- network anomaly detection
- anomalous behavior
- computer security
- one class support vector machines
- network intrusion
- input data
- detecting anomalous
- network security
- reinforcement learning
- malware detection
- training data
- unsupervised learning
- cumulative sum
- high dimensional
- data sources
- support vector machine
- semi supervised
- computer vision