I. INTRODUCTION
Over the past decades, SNS has become an important tool to facilitate interpersonal communication. With this interaction tool, people are psychologically getting closer against the physical distance. However, the service requires certain level of personal information disclosure. The collection, storage, and exchange of personal information without awareness or consent have raised user's concerns about privacy. Surveys results reported that up to 65%-94.5% Internet users are “concerned” or “very concerned” about threats to their online privacy, and are willing to take steps to protect against invasions to privacy (UCLA Center for Communication Policy, 2001; Jupiter Research, 2002; Harris, 2004).