dSalmon: High-Speed Anomaly Detection for Evolving Multivariate Data Streams.
Alexander HartlFélix IglesiasTanja ZsebyPublished in: VALUETOOLS (2023)
Keyphrases
- anomaly detection
- high speed
- data streams
- streaming data
- connectionist systems
- intrusion detection
- high dimensional data streams
- sliding window
- anomalous behavior
- detecting anomalies
- network traffic
- network intrusion detection
- intrusion detection system
- unsupervised anomaly detection
- data sets
- network security
- one class support vector machines
- computer security
- concept drift
- outlier detection
- behavior analysis
- itemsets
- network anomaly detection
- statistical process control
- detect anomalies
- negative selection algorithm
- detecting anomalous
- neural network
- unsupervised learning