Disentangled Dynamic Deviation Transformer Networks for Multivariate Time Series Anomaly Detection.
Chunzhi WangShaowen XingRong GaoLingyu YanNaixue XiongRuoxi WangPublished in: Sensors (2023)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- intrusion detection system
- network traffic
- detect anomalies
- one class support vector machines
- multivariate time series data
- temporal data
- autoregressive
- unsupervised learning
- data structure
- categorical data
- machine learning
- temporal patterns
- negative selection algorithm
- feature extraction