A SIEM Architecture for Multidimensional Anomaly Detection.
Tim LaueCarsten KleinerKai-Oliver DetkenTimo KleckerPublished in: IDAACS (2021)
Keyphrases
- pattern recognition
- anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- network traffic
- machine learning
- network intrusion detection
- neural network
- one class support vector machines
- intrusion detection system
- behavior analysis
- network anomaly detection
- computer security
- unsupervised anomaly detection
- feature extraction
- detecting anomalous
- network security
- detect anomalies
- cumulative sum
- data sets
- unsupervised learning
- network intrusion
- negative selection algorithm
- connectionist systems
- malware detection
- active learning
- information systems