Anomaly detection in multivariate time series data is essential across a range of industries, including finance, healthcare, and manufacturing, where timely identification of unusual patterns can ...

Diffusion models have been recently used for anomaly detection (AD) in images. In this paper we investigate whether they can also be leveraged for AD on multivariate time series (MTS). We test two ...