PPU can protect individual's privacy via data de-identification before data is collected and stored on device. Such de-identified data can still be aggregated, analyzed and even sold without worrying about breaking privacy regulations. It works with a broad range of IoT devices, users can use their devices in the same manner as always, but their online behavior/data is protected.