Cargando…
A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching
A critical challenge in a fully homomorphic encryption (FHE) scheme is to manage noise. Modulus switching technique is currently the most efficient noise management technique. When using the modulus switching technique to design and implement a FHE scheme, how to choose concrete parameters is an imp...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4100376/ https://www.ncbi.nlm.nih.gov/pubmed/25093212 http://dx.doi.org/10.1155/2014/983862 |
_version_ | 1782326663631077376 |
---|---|
author | Chen, Zhigang Wang, Jian Chen, Liqun Song, Xinxia |
author_facet | Chen, Zhigang Wang, Jian Chen, Liqun Song, Xinxia |
author_sort | Chen, Zhigang |
collection | PubMed |
description | A critical challenge in a fully homomorphic encryption (FHE) scheme is to manage noise. Modulus switching technique is currently the most efficient noise management technique. When using the modulus switching technique to design and implement a FHE scheme, how to choose concrete parameters is an important step, but to our best knowledge, this step has drawn very little attention to the existing FHE researches in the literature. The contributions of this paper are twofold. On one hand, we propose a function of the lower bound of dimension value in the switching techniques depending on the LWE specific security levels. On the other hand, as a case study, we modify the Brakerski FHE scheme (in Crypto 2012) by using the modulus switching technique. We recommend concrete parameter values of our proposed scheme and provide security analysis. Our result shows that the modified FHE scheme is more efficient than the original Brakerski scheme in the same security level. |
format | Online Article Text |
id | pubmed-4100376 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-41003762014-08-04 A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching Chen, Zhigang Wang, Jian Chen, Liqun Song, Xinxia ScientificWorldJournal Research Article A critical challenge in a fully homomorphic encryption (FHE) scheme is to manage noise. Modulus switching technique is currently the most efficient noise management technique. When using the modulus switching technique to design and implement a FHE scheme, how to choose concrete parameters is an important step, but to our best knowledge, this step has drawn very little attention to the existing FHE researches in the literature. The contributions of this paper are twofold. On one hand, we propose a function of the lower bound of dimension value in the switching techniques depending on the LWE specific security levels. On the other hand, as a case study, we modify the Brakerski FHE scheme (in Crypto 2012) by using the modulus switching technique. We recommend concrete parameter values of our proposed scheme and provide security analysis. Our result shows that the modified FHE scheme is more efficient than the original Brakerski scheme in the same security level. Hindawi Publishing Corporation 2014 2014-06-25 /pmc/articles/PMC4100376/ /pubmed/25093212 http://dx.doi.org/10.1155/2014/983862 Text en Copyright © 2014 Zhigang Chen et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Chen, Zhigang Wang, Jian Chen, Liqun Song, Xinxia A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching |
title | A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching |
title_full | A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching |
title_fullStr | A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching |
title_full_unstemmed | A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching |
title_short | A Regev-Type Fully Homomorphic Encryption Scheme Using Modulus Switching |
title_sort | regev-type fully homomorphic encryption scheme using modulus switching |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4100376/ https://www.ncbi.nlm.nih.gov/pubmed/25093212 http://dx.doi.org/10.1155/2014/983862 |
work_keys_str_mv | AT chenzhigang aregevtypefullyhomomorphicencryptionschemeusingmodulusswitching AT wangjian aregevtypefullyhomomorphicencryptionschemeusingmodulusswitching AT chenliqun aregevtypefullyhomomorphicencryptionschemeusingmodulusswitching AT songxinxia aregevtypefullyhomomorphicencryptionschemeusingmodulusswitching AT chenzhigang regevtypefullyhomomorphicencryptionschemeusingmodulusswitching AT wangjian regevtypefullyhomomorphicencryptionschemeusingmodulusswitching AT chenliqun regevtypefullyhomomorphicencryptionschemeusingmodulusswitching AT songxinxia regevtypefullyhomomorphicencryptionschemeusingmodulusswitching |