This paper reviews the technical mechanisms behind YouTube subscriber bots, examines their impacts on platform integrity and creators, surveys detection techniques (behavioral analysis, network forensics, machine learning), and proposes mitigation strategies for platform operators and policy recommendations for regulators. It synthesizes academic literature, industry reports, and open-source tooling to provide actionable guidance.
How YouTube Detects Fake Subscribers: Methods and Strategies youtube subscribers bot github top