University of Aberdeen logo

AURA - Aberdeen University Research Archive

 

Fully Homomorphically Encrypted Deep Learning as a Service

dc.contributor.authorOnoufriou, George
dc.contributor.authorMayfield, Paul
dc.contributor.authorLeontidis, Georgios
dc.contributor.institutionUniversity of Aberdeen.Computing Scienceen
dc.contributor.institutionUniversity of Aberdeen.Vice Principalsen
dc.date.accessioned2021-10-13T13:22:01Z
dc.date.available2021-10-13T13:22:01Z
dc.date.issued2021-10-13
dc.descriptionFunding: This research was funded by UKRI-EPSRC grant “The Internet of Food Things” grant number EP/R045127/1.en
dc.description.statusPeer revieweden
dc.format.extent16
dc.format.extent900492
dc.identifier201831244
dc.identifierfb8539ef-a059-4069-8cf6-f5daf8c0ee14
dc.identifier85121999850
dc.identifier85121999850
dc.identifier.citationOnoufriou, G, Mayfield, P & Leontidis, G 2021, 'Fully Homomorphically Encrypted Deep Learning as a Service', Machine Learning and Knowledge Extraction, vol. 3, no. 4, pp. 819-834. https://doi.org/10.3390/make3040041en
dc.identifier.doi10.3390/make3040041
dc.identifier.iss4en
dc.identifier.issn2504-4990
dc.identifier.otherORCID: /0000-0001-6671-5568/work/101749693
dc.identifier.urihttps://hdl.handle.net/2164/17352
dc.identifier.urlhttp://www.scopus.com/inward/record.url?scp=85121999850&partnerID=8YFLogxKen
dc.identifier.vol3en
dc.language.isoeng
dc.relation.ispartofMachine Learning and Knowledge Extractionen
dc.subjectSDG 2 - Zero Hungeren
dc.subjectSDG 9 - Industry, Innovation, and Infrastructureen
dc.subject2040 Data and Artificial Intelligenceen
dc.subjectdeep learningen
dc.subjectfully homomorphic encryptionen
dc.subjectconvolutional neural networken
dc.subjectprivacy-preserving technologiesen
dc.subjectagri-fooden
dc.subjectdata sharingen
dc.subjectQA75 Electronic computers. Computer scienceen
dc.subjectArtificial Intelligenceen
dc.subjectEngineering (miscellaneous)en
dc.subjectEngineering and Physical Sciences Research Council (EPSRC)en
dc.subjectEP/R045127/1en
dc.subject.lccQA75en
dc.titleFully Homomorphically Encrypted Deep Learning as a Serviceen
dc.typeJournal articleen

Files

Original bundle

Now showing 1 - 1 of 1
Thumbnail Image
Name:
Onoufriou_etal_MLKE_Fully_Homomorphically_Encrypted_VoR.pdf
Size:
879.39 KB
Format:
Adobe Portable Document Format

Collections