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Google’s Android operating system may be open source, but the version of Android that runs on most phones, tablets, and other devices includes proprietary, closed-source components.

Phone makers, including Samsung ships its Smartphones with a modified version of Android, with some pre-installed proprietary software and because of lack in independent code review of those closed-source apps, it is complex to authenticate its integrity and to identify the existence of backdoors.
 
 
"Replicant OS is an open source operating system based on the Android mobile platform, which aims to replace all proprietary Android components with their free software counterparts."

 
"The spying can involve activating the device's microphone, but it could also use the precise GPS location of the device and access the camera, as well as the user data stored on the phone. Moreover, modems are connected most of the time to the operator's network, making the backdoor nearly always accessible." 
"It is possible to build a device that isolates the modem from the rest of the phone, so it can't mess with the main processor or access other components such as the camera or the GPS."

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