TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data.
Shreshth TuliGiuliano CasaleNicholas R. JenningsPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- anomaly detection
- multivariate time series data
- intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- multivariate time series
- intrusion detection system
- network intrusion detection
- network anomaly detection
- unsupervised learning
- detect anomalies
- negative selection algorithm
- neural network
- temporal data
- one class support vector machines
- pattern recognition