A new study examines how organizations use information people disclose on social network sites (SNS) to predict their personal characteristics and whether SNS users can successfully block certain information (and how much) to better protect their privacy. A novel analytical tool called a “cloaking device” to prevent the use of specific information and how effective it may be are discussed in an article in Big Data.