Multivariate Time-series Anomaly Detection using SeqVAE-CNN Hybrid Model.
Taesung ChoiDongkun LeeYuchae JungHo-Jin ChoiPublished in: ICOIN (2022)
Keyphrases
- hybrid model
- anomaly detection
- multivariate time series
- intrusion detection
- artificial neural networks
- detecting anomalies
- back propagation neural network
- anomalous behavior
- temporal data
- temporal patterns
- categorical data
- support vector regression
- dimension reduction
- intrusion detection system
- support vector machine svm
- unsupervised learning
- detect anomalies
- one class support vector machines
- spatial structure
- autoregressive
- low dimensional
- support vector machine
- feature vectors
- pattern recognition
- neural network