Spin Fraud, or Artificial Streaming Fraud, occurs when bots or fake accounts inflate song or video plays to exploit streaming platforms for unearned royalties or ad revenue. Fraudsters also upload stolen or fake content to manipulate traffic, degrading user experience and recommendation accuracy. HUMAN’s BotGuard for Applications addresses this by using advanced detection, observability, and hacker intelligence to differentiate humans from bots without adding friction. Powered by the Human Verification Engine, it verifies over 15 trillion interactions weekly, applying machine learning and continuous adaptation to block evolving threats. This helps prevent account takeovers, credential abuse, and payment fraud while ensuring real users receive accurate royalty distribution.

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