from Hacker News

4.5M Fake Stars in GitHub: Popularity Contests, Scams, and Malware [pdf]

by caust1c on 1/1/25, 10:33 PM with 2 comments

  • by mentalgear on 1/2/25, 8:39 AM

    "StarScout, a scalable tool able to detect anomalous starring behaviors"

    can be found here: https://github.com/hehao98/StarScout

  • by mentalgear on 1/2/25, 8:38 AM

    "We find that: (1) fake-star-related activities have rapidly surged since 2024; (2) the user profile characteristics of fake stargazers are not distinct from average GitHub users, but many of them have highly abnormal activity patterns; (3) the majority of fake stars are used to promote short-lived malware repositories masquerading as pirating software, game cheats, or cryptocurrency bots; (4) some repositories may have acquired fake stars for growth hacking"