This document discusses privacy and security considerations in multi-modal user interface modeling for social media. It provides background on the interdisciplinary nature of this area and motivates the need to address privacy and security early in the software development process. It then analyzes requirements for a "SocialTV" case study, outlines an approach using security modeling standards and the Eclipse platform, and provides an example security model. Current implementation details of a security modeling editor are described along with initial user experiences and plans for future work.