Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing

The following encryption types are considered: partially, somewhat and fully homomorphic. Each type differs in the arithmetic operations provided and the number of their execution. Basic operations in homomorphic encryption are considered: addition, multiplication, encryption and decryption. The thr...

Полное описание

Сохранить в:

Библиографические подробности
Главные авторы:	Lapina, M. A., Лапина, М. А., Donchenko, M. A., Донченко, М. А., Ardeev, D. Y., Ардеев, Д. Ю., Boykov, N. S., Бойков, Н. С.
Формат:	Статья
Язык:	English
Опубликовано:	IGI Global 2025
Темы:	Helib Microsoft seal Comparative analysis Cloud computing
Online-ссылка:	https://dspace.ncfu.ru/handle/123456789/30351
Метки:	Добавить метку Нет меток, Требуется 1-ая метка записи!

id	ir-123456789-30351
record_format	dspace
spelling	ir-123456789-303512025-04-02T08:33:25Z Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing Lapina, M. A. Лапина, М. А. Donchenko, M. A. Донченко, М. А. Ardeev, D. Y. Ардеев, Д. Ю. Boykov, N. S. Бойков, Н. С. Helib Microsoft seal Comparative analysis Cloud computing The following encryption types are considered: partially, somewhat and fully homomorphic. Each type differs in the arithmetic operations provided and the number of their execution. Basic operations in homomorphic encryption are considered: addition, multiplication, encryption and decryption. The three homomorphic encryption libraries OpenFHE, HElib, and Microsoft SEAl are examined. OpenFHE provides maximum flexibility by supporting a variety of homomorphic encryption methods and is therefore suitable for a variety of applications. HElib focuses on support for BGV schemes. Microsoft SEAL focuses on ease of use and high performance and supports BFV and CKKS schemes. Two benchmarks were implemented to analyze basic operations and solve the quadratic equation in encrypted form in HElib and Microsoft SEAL libraries. The results showed the advantage of HElib library in the execution time of all operations compared to Microsoft SEAL. 2025-04-02T08:32:07Z 2025-04-02T08:32:07Z 2024 Статья Lapina M., Neelakandan S., Donchenko M., Ardeev D., Boykov N. Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing // Nature-Inspired Optimization Algorithms for Cyber-Physical Systems. - 2024. - pp. 331 - 344. - DOI: 10.4018/979-8-3693-6834-3.ch011 https://dspace.ncfu.ru/handle/123456789/30351 en Nature-Inspired Optimization Algorithms for Cyber-Physical Systems application/pdf IGI Global
institution	СКФУ
collection	Репозиторий
language	English
topic	Helib Microsoft seal Comparative analysis Cloud computing
spellingShingle	Helib Microsoft seal Comparative analysis Cloud computing Lapina, M. A. Лапина, М. А. Donchenko, M. A. Донченко, М. А. Ardeev, D. Y. Ардеев, Д. Ю. Boykov, N. S. Бойков, Н. С. Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing
description	The following encryption types are considered: partially, somewhat and fully homomorphic. Each type differs in the arithmetic operations provided and the number of their execution. Basic operations in homomorphic encryption are considered: addition, multiplication, encryption and decryption. The three homomorphic encryption libraries OpenFHE, HElib, and Microsoft SEAl are examined. OpenFHE provides maximum flexibility by supporting a variety of homomorphic encryption methods and is therefore suitable for a variety of applications. HElib focuses on support for BGV schemes. Microsoft SEAL focuses on ease of use and high performance and supports BFV and CKKS schemes. Two benchmarks were implemented to analyze basic operations and solve the quadratic equation in encrypted form in HElib and Microsoft SEAL libraries. The results showed the advantage of HElib library in the execution time of all operations compared to Microsoft SEAL.
format	Статья
author	Lapina, M. A. Лапина, М. А. Donchenko, M. A. Донченко, М. А. Ardeev, D. Y. Ардеев, Д. Ю. Boykov, N. S. Бойков, Н. С.
author_facet	Lapina, M. A. Лапина, М. А. Donchenko, M. A. Донченко, М. А. Ardeev, D. Y. Ардеев, Д. Ю. Boykov, N. S. Бойков, Н. С.
author_sort	Lapina, M. A.
title	Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing
title_short	Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing
title_full	Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing
title_fullStr	Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing
title_full_unstemmed	Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing
title_sort	comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing
publisher	IGI Global
publishDate	2025
url	https://dspace.ncfu.ru/handle/123456789/30351
work_keys_str_mv	AT lapinama comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing AT lapinama comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing AT donchenkoma comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing AT dončenkoma comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing AT ardeevdy comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing AT ardeevdû comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing AT boykovns comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing AT bojkovns comparativeanalysisofbasicoperationsofhelibandmicrosoftseallibrariesforcloudcomputing
_version_	1842245545247113216

Comparative analysis of basic operations of helib and microsoft seal libraries for cloud computing

Схожие документы