Towards Building Practical Secure Multi-party Databases

Abstract

This work aims at building secure multi-party database systems, for emerging federation networks in healthcare, finance, and other marketplaces. The technical challenges come from the interface gap between existing distributed query processing (DQP) and multi-party computation software. We propose compositional MPC for modular DQP and MPC-aware query optimizations.