The brief introduces HUMAN’s Ad Fraud Sensor for Platforms, which detects and analyzes post-bid programmatic ad fraud across desktop, mobile, CTV, and audio environments. Using over 2,500 technical signals and 400 machine learning algorithms, it delivers precise, real-time fraud identification and actionable insights. The solution increases inventory transparency, validates traffic, and strengthens marketplace trust by confirming that ads reach real human audiences. Integrated reporting and flexible dashboards allow detailed analysis of fraudulent sources, enabling faster mitigation, improved ad performance, and maximized inventory value across all channels.

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