Fuming Shih is a PhD student in CSAIL and a member of Decentralized Information Group. Fuming's research is about privacy and accountability for collection and uses of personal data, especially those from our connected personal devices. His work involves understanding human behavior in privacy, modeling people's preferences for disclosing personal data, and developing tools to support user-centric privacy framework.