Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series.
Dan LiDacheng ChenJonathan GohSee-Kiong NgPublished in: CoRR (2018)
Keyphrases
- anomaly detection
- multivariate time series
- intrusion detection
- network intrusion detection
- unsupervised learning
- detecting anomalies
- anomalous behavior
- intrusion detection system
- one class support vector machines
- generative model
- autoregressive
- network traffic
- image processing
- detect anomalies
- spatial structure
- temporal data
- dimension reduction
- pairwise
- pattern recognition
- bayesian networks
- neural network
- negative selection algorithm