GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality

Zehao Liu, Mengzhou Gao, Pengfei Jiao

Multivariate time series anomaly detection has numerous real-world applications and is being extensively studied. Modeling pairwise correlations between variables is crucial. Exist…