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.
- David Froelicher
- Juan R. Troncoso-Pastoriza
- Jean-Pierre Hubaux