SA2E-AD: A Stacked Attention Autoencoder for Anomaly Detection in Multivariate Time Series.
Mengyao LiZhiyong LiZhibang YangXu ZhouYifan LiZiyan WuLingzhao KongKe NaiPublished in: IEEE Trans. Knowl. Data Eng. (2024)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- anomalous behavior
- detecting anomalies
- multivariate time series data
- network intrusion detection
- intrusion detection system
- network traffic
- dimension reduction
- detect anomalies
- categorical data
- temporal patterns
- one class support vector machines
- temporal data
- autoregressive
- spatial structure
- unsupervised learning
- image segmentation
- high dimensional