Increasingly, data are collected through sensors embedded in smartphones as well as through the cellular infrastructure. This information is extremely valuable for marketing applications, but also has an incredible potential to benefit society as a whole. Because mobile data are highly personal, however, privacy concerns are increasingly at the center of the public debate.