Here we examine privacy and security policies for open government with an eye toward best practices. Municipalities across the US perceive the potential benefits to their organizations and the public at large from making the datasets they collect available online to the public. However, the same municipalities along with numerous scholars and public policy advocates are increasingly concerned about the consequences of releases of data about local residents. This paper was published in the Berkeley Technology Law Journal.