Graph Attention Network and Informer for Multivariate Time Series Anomaly Detection.
Mengmeng ZhaoHaipeng PengLixiang LiYeqing RenPublished in: Sensors (2024)
Keyphrases
- anomaly detection
- multivariate time series
- network traffic
- network anomaly detection
- detect anomalies
- intrusion detection
- anomalous behavior
- network intrusion detection
- detecting anomalies
- intrusion detection system
- one class support vector machines
- normal behavior
- autoregressive
- categorical data
- temporal data
- unsupervised learning
- pattern recognition
- data sets
- low dimensional
- probabilistic model
- neural network