A Theoretical Analysis of Detecting Large Model-Generated Time Series

Junji Hou, Junzhou Zhao, Shuo Zhang +1

Motivated by the increasing risks of data misuse and fabrication, we investigate the problem of identifying synthetic time series generated by Time-Series Large Models (TSLMs) in t…