A sophisticated ad fraud scheme called Kaleidoscope is affecting over 2.5 million Android devices each month, with India accounting for 20% of the total impacted devices. Other countries experiencing the effects include Brazil, Indonesia, and the Philippines. The scheme spreads through unofficial app stores and direct download links shared on social media and messaging platforms.