Additionally, when measuring the users’ ideal privacy settings,we are treating the users answers as ground truth. This may not always be the absolute ground truth, as the users’ answers may vary with time (as social relationships change), or the users’ may have not fully thought through the implications of a given setting. However, other user studies [18] are subject to the same limitation.