An Architectural Blueprint for a Multi-purpose Anomaly Detection on Data Streams.
Christoph AugensteinNorman SpangenbergBogdan FranczykPublished in: ICEIS (1) (2019)
Keyphrases
- anomaly detection
- data streams
- streaming data
- high dimensional data streams
- anomalous behavior
- intrusion detection
- sliding window
- detecting anomalies
- network traffic
- intrusion detection system
- data sets
- computer security
- network intrusion detection
- negative selection algorithm
- one class support vector machines
- detect anomalies
- concept drift
- unsupervised anomaly detection
- behavior analysis
- network security
- network anomaly detection
- detecting anomalous
- data assimilation
- connectionist systems
- machine learning
- feature extraction
- misuse detection
- decision trees