TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data.
Shreshth TuliGiuliano CasaleNicholas R. JenningsPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- multivariate time series data
- intrusion detection
- detecting anomalies
- multivariate time series
- anomalous behavior
- network intrusion detection
- network traffic
- intrusion detection system
- network anomaly detection
- temporal data
- non stationary
- detect anomalies
- feature space
- predicting future
- maximum likelihood
- one class support vector machines
- graphical models