Time Series Anomaly Detection using Diffusion-based Models

Ioana Pintilie, Andrei Manolache, Florin Brad

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 (M…