Although fraud and misconduct have always existed in research and scholarly communication, the rise of paper mills over the past decade has led to an unprecedented volume of fake or manipulated research being published. A 2022 report jointly published by the Committee on Publication Ethics (COPE) and the STM Association suggests that between 2 and 46% of submissions to journals in the time between 2019 and 2021 were produced by paper mills.