The statistic presents the distribution of in-app advertising fraud attempts worldwide in 2016, by operating system. It was found that out of all fraudulent, nonhuman traffic measured on the source's platform, the majority of those ad fraud attempts were aimed at iPhone apps, with Android apps accounting for ** percent of attempted fraud.
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ClicksMob. (February 8, 2017). Distribution of in-app advertising fraud attempts worldwide in 2016, by operating system [Graph]. In ÌÇÐÄÆƽâ°æ. Retrieved August 01, 2026, from /statistics/677525/share-mobile-ad-fraud-attempts-world-by-os/
ClicksMob. "Distribution of in-app advertising fraud attempts worldwide in 2016, by operating system." Chart. February 8, 2017. ÌÇÐÄÆƽâ°æ. Accessed August 01, 2026. /statistics/677525/share-mobile-ad-fraud-attempts-world-by-os/
ClicksMob. (2017). Distribution of in-app advertising fraud attempts worldwide in 2016, by operating system. ÌÇÐÄÆƽâ°æ. ÌÇÐÄÆƽâ°æ Inc.. Accessed: August 01, 2026. /statistics/677525/share-mobile-ad-fraud-attempts-world-by-os/
ClicksMob. "Distribution of In-app Advertising Fraud Attempts Worldwide in 2016, by Operating System." ÌÇÐÄÆƽâ°æ, ÌÇÐÄÆƽâ°æ Inc., 8 Feb 2017, /statistics/677525/share-mobile-ad-fraud-attempts-world-by-os/
ClicksMob, Distribution of in-app advertising fraud attempts worldwide in 2016, by operating system ÌÇÐÄÆƽâ°æ, /statistics/677525/share-mobile-ad-fraud-attempts-world-by-os/ (last visited August 01, 2026)
Distribution of in-app advertising fraud attempts worldwide in 2016, by operating system [Graph], ClicksMob, February 8, 2017. [Online]. Available: /statistics/677525/share-mobile-ad-fraud-attempts-world-by-os/
