Private and Scalable Collaboration on Medical Images

In this project we propose to apply powerful methods in cryptography, called secure multiparty computation and homomorphic encryption, to design nimble solutions to the privacy-usefulness conundrum, computing together on the distributed data and models, while guaranteeing privacy to the individual stakeholders.