Private Policy Negotiation

摘要

With the increasing importance of correctly handling privacy-sensitive data, significant work has been put in expressing and enforcing privacy policies. Less work has been done however on negotiating a privacy policy, especially if the negctiation process itself is considered privacy-sensitive. In this paper, we present a formal definition of the mutually privacy-preserving policy negotiation problem, i.e. the problem of negotiating what data will be revealed under what conditions, while no party learns anything about the other parties' preferences other than the outcome of the negotiation. We validate the definition by providing a reference solution using two-party computation techniques based on homomorphic encryption systems. Based on an evaluation of the efficiency of our protocol in terms of computation, bandwidth and communication rounds, we conclude that our solution is practically feasible for simple policies or high-bandwidth communication channels.