This solution addresses the unintended consequences of zero-rating strategies, where users exploit network loopholes to bypass charges. It uses advanced traffic classification, behavioral analytics, and machine learning to detect fraud techniques such as header manipulation, DNS spoofing, and domain fronting—even in encrypted traffic. Operators gain the ability to enforce policies, prevent unauthorized access, and ensure accurate billing. The solution also integrates with OTT providers via APIs to maintain classification accuracy and enable trusted sponsored data models. With full visibility into fraudulent activity and automated response mechanisms, service providers can recover lost revenue, prevent misuse, and confidently deploy zero-rating strategies without financial risk.

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