Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network.
Ya SuYoujian ZhaoChenhao NiuRong LiuWei SunDan PeiPublished in: KDD (2019)
Keyphrases
- anomaly detection
- recurrent neural networks
- multivariate time series
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- neural network
- feed forward
- intrusion detection system
- network traffic
- temporal data
- detect anomalies
- artificial neural networks
- dimension reduction
- data sets
- autoregressive
- principal component analysis