Access control refers to mechanisms for protecting access to confidential information, such as sensitive medical data. Management of access control policies, in applications that involve several collaborating parties, poses several challenges. One of these is in ensuring that each party in such a collaboration only obtains the minimal set of access permissions that they require for the collaboration. In a domain such as healthcare, it may be critical that access be minimized in this way, rather than allowing all parties equal access to the sensitive information.