MTS-GAT: multivariate time series anomaly detection based on graph attention networks.
Ling ChenYingchi MaoHongliang ZhouBenteng ZhangZiCheng WangJie WuPublished in: Int. J. Sens. Networks (2023)
Keyphrases
- multivariate time series
- anomaly detection
- intrusion detection
- detecting anomalies
- anomalous behavior
- dimension reduction
- network intrusion detection
- categorical data
- temporal data
- network traffic
- data sets
- intrusion detection system
- temporal patterns
- autoregressive
- one class support vector machines
- detect anomalies
- unsupervised learning
- knowledge discovery
- human motion
- non stationary
- spatial structure
- object recognition
- pattern recognition
- support vector
- neural network