Truly privacy-preserving federated analytics for precision medicine with multiparty homomorphic encryption

Abstract

Existing approaches to sharing of distributed medical data either provide only limited protection of patients’ privacy or sacrifice the accuracy of results. Here, the authors propose a federated analytics system, based on multiparty homomorphic encryption (MHE), to overcome these issues.