EasySMPC: a simple but powerful no-code tool for practical secure multiparty computation.

ABSTRACT:

Background

Modern biomedical research is data-driven and relies heavily on the re-use and sharing of data. Biomedical data, however, is subject to strict data protection requirements. Due to the complexity of the data required and the scale of data use, obtaining informed consent is often infeasible. Other methods, such as anonymization or federation, in turn have their own limitations. Secure multi-party computation (SMPC) is a cryptographic technology for distributed calculations, which brings formally provable security and privacy guarantees and can be used to implement a wide-range of analytical approaches. As a relatively new technology, SMPC is still rarely used in real-world biomedical data sharing activities due to several barriers, including its technical complexity and la

SUBMITTER: Wirth FN 

PROVIDER: S-EPMC9733077 | biostudies-literature | 2022 Dec

REPOSITORIES: biostudies-literature