Open Access

ARTICLE

Unsupervised Anomaly Detection Approach Based on Adversarial Memory Autoencoders for Multivariate Time Series

Tianzi Zhao^1,2,3,4, Liang Jin^1,2,3,*, Xiaofeng Zhou^1,2,3, Shuai Li^1,2,3, Shurui Liu^1,2,3,4, Jiang Zhu^1,2,3

1 Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang, 110000, China
2 Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110000, China
3 Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, 110000, China
4 University of Chinese Academy of Sciences, Beijing, 100000, China

* Corresponding Author: Liang Jin. Email: