VAEAT: Variational AutoeEncoder with adversarial training for multivariate time series anomaly detection.
Sheng HeMingjing DuXiang JiangWenbin ZhangCongyu WangPublished in: Inf. Sci. (2024)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- detecting anomalies
- anomalous behavior
- network traffic
- network intrusion detection
- multivariate time series data
- intrusion detection system
- one class support vector machines
- detect anomalies
- temporal data
- temporal patterns
- unsupervised learning
- human motion
- autoregressive
- dimension reduction
- optical flow
- categorical data
- image segmentation
- probabilistic model
- pairwise
- training set
- similarity measure