* https://dagster.io/blog/fake-stars (2023) - Tracking the Fake GitHub Star Black Market with Dagster, dbt and BigQuery

* https://arxiv.org/abs/2412.13459 (2024/2025) - Six Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Spams, and Malware