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CASE STUDIES FROM Pyxel CLIENTS




Multi Type Fraud Detection



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Click Stuffing/Spamming

Sending bulk and huge quantity of clicks

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Spoofing

The user's device and browser were manipulated to resemble a different device or browser.

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Device Farms

Building a large segment of Fake Device IDs









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BOT Traffic

Automated traffic–Impressions/Clicks/In-App activity

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APK Scams

Hacking the app including attribution

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Ad Stacking

Multiple ads stacked together to trigger multiple clicks at a time from users