Simplifying Multiparty Computation: A Client-Driven Metaprotocol for Federated Secure Computing
We evaluate the performance of the client-driven metaprotocol against a baseline iterative approach. Our evaluation demonstrates performance improvements compared to traditional iterative approaches, making this metaprotocol a valuable tool for advancing secure and efficient collaborative healthcare research.
Authors
- Johanna Schwinn (ORCID: https://orcid.org/0009-0000-3107-1619)
- Ludwig Christian Hinske (ORCID: https://orcid.org/0000-0001-7273-5899)
- Hendrik Ballhausen (ORCID: https://orcid.org/0000-0003-4733-1926)
- Seyedmostafa Sheikhalishahi (ORCID: https://orcid.org/0000-0002-0121-0160)
- Mathias Kaspar (ORCID: https://orcid.org/0000-0002-6722-766X)
- Matthaeus Morhart
Institutions
- University Hospital Augsburg (DE)
- LMU Klinikum (DE)
- Ludwig-Maximilians-Universität München (DE)
Publication Details
- Journal
- Studies in health technology and informatics
- Published
- 2024-08-30
- DOI
- https://doi.org/10.3233/shti240863
- Citations
- 2
- Primary Topic
- Privacy-Preserving Technologies in Data
- Type
- article
- Field-Weighted Citation Impact
- 1.57
Funders
- Bundesministerium für Bildung und Forschung