| dc.contributor.author | Drozdowski, Pawel | |
| dc.contributor.author | Buchmann, Nicolas | |
| dc.contributor.author | Rathgeb, Christian | |
| dc.contributor.author | Margraf, Marian | |
| dc.contributor.author | Busch, Christoph | |
| dc.date.accessioned | 2019-11-20T13:06:32Z | |
| dc.date.available | 2019-11-20T13:06:32Z | |
| dc.date.created | 2019-11-19T09:05:14Z | |
| dc.date.issued | 2019 | |
| dc.identifier.isbn | 978-3-88579-690-9 | |
| dc.identifier.uri | http://hdl.handle.net/11250/2629517 | |
| dc.description.abstract | The data security and privacy of enrolled subjects is a critical requirement expected from biometric systems. This paper addresses said topic in facial biometric identification. In order to fulfil the properties of unlinkability, irreversibility, and renewability of the templates required for biometric template protection schemes, homomorphic encryption is utilised. In addition to achieving the aforementioned objectives, the use of homomorphic encryption ensures that the biometric performance remains completely unaffected by the template protection scheme. The main contributions of this paper are: It proposes an architecture of a system capable of performing biometric identification in the encrypted domain, as well as provides and evaluates an implementation using two existing homomorphic encryption schemes. Furthermore, it discusses the pertinent technical considerations and challenges in this context. | nb_NO |
| dc.description.abstract | On the Application of Homomorphic Encryption to Face Identification | nb_NO |
| dc.language.iso | eng | nb_NO |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE) | nb_NO |
| dc.relation.ispartof | International Conference of the Biometrics Special Interest Group (BIOSIG 2019) | |
| dc.title | On the Application of Homomorphic Encryption to Face Identification | nb_NO |
| dc.type | Chapter | nb_NO |
| dc.description.version | acceptedVersion | nb_NO |
| dc.source.pagenumber | 173-180 | nb_NO |
| dc.identifier.cristin | 1749159 | |
| dc.description.localcode | © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | nb_NO |
| cristin.unitcode | 194,63,30,0 | |
| cristin.unitname | Institutt for informasjonssikkerhet og kommunikasjonsteknologi | |
| cristin.ispublished | true | |
| cristin.fulltext | preprint | |
| cristin.qualitycode | 1 | |
