Intrinsic Anomaly Detection for Multi-Variate Time Series.
Stephan RabanserTim JanuschowskiKashif RasulOliver BorchertRichard KurleJan GasthausMichael Bohlke-SchneiderNicolas PapernotValentin FlunkertPublished in: CoRR (2022)
Keyphrases
- multi variate
- anomaly detection
- intrusion detection
- gaussian distribution
- detecting anomalies
- anomalous behavior
- unsupervised anomaly detection
- network intrusion detection
- high dimensional spaces
- high dimensional
- network anomaly detection
- detecting anomalous
- network traffic
- network security
- detect anomalies
- negative selection algorithm
- data sets
- high dimensional datasets
- one class support vector machines
- cumulative sum
- intrusion detection system
- unsupervised learning
- image processing
- data mining