A Critical Review of Common Log Data Sets Used for Evaluation of Sequence-based Anomaly Detection Techniques.
Max LandauerFlorian SkopikMarkus WurzenbergerPublished in: CoRR (2023)
Keyphrases
- anomaly detection
- data sets
- intrusion detection
- unsupervised anomaly detection
- network intrusion detection
- detecting anomalies
- intrusion detection system
- anomalous behavior
- network anomaly detection
- network traffic
- detecting anomalous
- computer security
- detect anomalies
- network security
- one class support vector machines
- training data
- real world
- malware detection
- network intrusion
- unsupervised learning
- pattern recognition
- negative selection algorithm
- machine learning
- cumulative sum
- evolutionary algorithm
- training set
- learning algorithm