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dc.contributor.authorWolfe, P.-F.en_US
dc.contributor.authorPatel, R.en_US
dc.contributor.authorMunafo, R.en_US
dc.contributor.authorVaria, Mayanken_US
dc.contributor.authorHerbordt, M.C.en_US
dc.date.accessioned2021-10-26T18:50:27Z
dc.date.available2021-10-26T18:50:27Z
dc.date.issued2020
dc.identifier.citationP.-.F. Wolfe, R. Patel, R. Munafo, M. Varia, M.C. Herbordt. 2020. "Secret Sharing MPC on FPGAs in the Datacenter.." Field programmable logic and applications. https://doi.org/10.1109/FPL50879.2020.00047.
dc.identifier.urihttps://hdl.handle.net/2144/43221
dc.description.abstractMulti-Party Computation (MPC) is a technique enabling data from several sources to be used in a secure computation revealing only the result while protecting the orig- inal data, facilitating shared utilization of data sets gathered by different entities. The presence of Field Programmable Gate Array (FPGA) hardware in datacenters can provide accelerated computing as well as low latency, high bandwidth communication that bolsters the performance of MPC and lowers the barrier to using MPC for many applications. In this work, we propose a Secret Sharing FPGA design based on the protocol described by Araki et al. [1]. We compare our hardware design to the original authors’ software implementations of Secret Sharing and to work accelerating MPC protocols based on Garbled Circuits with FPGAs. Our conclusion is that Secret Sharing in the datacenter is competitive and when implemented on FPGA hardware was able to use at least 10× fewer computer resources than the original work using CPUs.en_US
dc.language.isoen_US
dc.relation.ispartofField programmable logic and applications
dc.subjectMultiparty computationen_US
dc.subjectSecret sharingen_US
dc.subjectSecure computationen_US
dc.subjectFPGAen_US
dc.subjectDatacenteren_US
dc.subjectCloud serviceen_US
dc.titleSecret sharing MPC on FPGAs in the datacenteren_US
dc.typeConference materialsen_US
dc.description.versionAccepted manuscripten_US
dc.identifier.doi10.1109/FPL50879.2020.00047
pubs.elements-sourcemanual-entryen_US
pubs.organisational-groupBoston Universityen_US
pubs.organisational-groupBoston University, Administrationen_US
pubs.organisational-groupBoston University, College of Engineeringen_US
pubs.organisational-groupBoston University, College of Engineering, Department of Electrical & Computer Engineeringen_US
pubs.organisational-groupBoston University, Faculty of Computing & Data Sciencesen_US
pubs.publication-statusPublisheden_US
dc.identifier.mycv564170


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