Multivariate Anomaly Detection in Mixed Telemetry time-series Using A Sparse Decomposition.
Barbara PilastreJean-Yves TourneretStéphane D'EscrivanLoïc BoussoufPublished in: CAMSAP (2019)
Keyphrases
- anomaly detection
- multivariate time series
- detect anomalies
- sparse pca
- intrusion detection
- detecting anomalies
- anomalous behavior
- tensor decomposition
- network intrusion detection
- unsupervised anomaly detection
- network anomaly detection
- network traffic
- behavior analysis
- intrusion detection system
- computer security
- high dimensional
- detecting anomalous
- network intrusion
- unsupervised learning
- computer vision
- network security
- malware detection
- data mining applications
- one class support vector machines
- training set
- connectionist systems
- statistical process control