MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series

Yiwei Fu, Feng Xue

In this paper, we introduce Masked Anomaly Detection (MAD), a general self-supervised learning task for multivariate time series anomaly detection. With the increasing availability…