DAE : Discriminatory Auto-Encoder for multivariate time-series anomaly detection in air transportation.
Antoine ChevrotAlexandre VernotteBruno LegeardPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- multivariate time series data
- bit rate
- detecting anomalies
- network traffic
- anomalous behavior
- temporal data
- intrusion detection system
- temporal patterns
- network intrusion detection
- detect anomalies
- autoregressive
- categorical data
- dimension reduction
- motion estimation
- one class support vector machines
- unsupervised learning
- negative selection algorithm
- spatial structure
- data mining
- temporal constraints