Research

The anatomy of mobile ad fraud: Smart Bots

Smart Bots can fully emulate user behavior with high accuracy by performing in-app activities for up to 30 days after install
Why Trusted Traffic Sources May No Longer Be Trustworthy

The anatomy of mobile ad fraud: Modified Click Spam

Anti-fraud detection of abnormal TTI has forced fraudsters to adjust. Now they attempt to “cut off the long tail” of TTI over several days, making Click Spam more complicated to detect

MAU 2019 - Rock on mobile growth!

Stop fraud - Take control!

The anatomy of mobile ad fraud: Incentive

Incentive Fraud happens when real users are motivated to install an app/game in return for receiving some form of reward
Reverse engineering as one of the most advanced tools of fraudsters

The anatomy of mobile ad fraud: Device Farms

Most anti-fraud solutions show too much information publicly and are easily reverse-engineered by fraudsters so they can emulate real users. Their Device Farms can fake post-install ...

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