Memory-augmented Adversarial Autoencoders for Multivariate Time-series Anomaly Detection with Deep Reconstruction and Prediction.
Qinfeng XiaoShikuan ShaoJing WangPublished in: CoRR (2021)
Keyphrases
- anomaly detection
- multivariate time series
- phase space reconstruction
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- categorical data
- dimension reduction
- temporal data
- intrusion detection system
- unsupervised learning
- temporal patterns
- denoising
- autoregressive
- one class support vector machines
- cluster analysis
- active learning
- detect anomalies
- pattern recognition
- data sets
- probabilistic model
- neural network