SA2E-AD: A Stacked Attention Autoencoder for Anomaly Detection in Multivariate Time Series.
Mengyao LiZhiyong LiZhibang YangXu ZhouYifan LiZiyan WuLingzhao KongKe NaiPublished in: ACM Trans. Knowl. Discov. Data (2024)
Keyphrases
- pattern discovery
- anomaly detection
- multivariate time series
- temporal patterns
- intrusion detection
- detecting anomalies
- temporal data
- network intrusion detection
- network traffic
- multivariate time series data
- anomalous behavior
- one class support vector machines
- intrusion detection system
- detect anomalies
- human motion
- categorical data
- training data
- negative selection algorithm
- dimension reduction
- dimensionality reduction
- pattern recognition
- reinforcement learning
- spatial structure
- computer vision
- machine learning