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New Compact Construction of FHE from Cyclic Algebra LWE

  • Yuan Liu
  • , Licheng Wang*
  • , Yongbin Zhou
  • *此作品的通讯作者
  • Nanjing University of Science and Technology
  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Fully homomorphic encryption (FHE) scheme allows for performing computations on encrypted data without decrypting it which makes it more popular in various domains. Most previous FHE constructions are limited by the large ciphertext expansion rate and error growth rate. Learning with errors (LWE) problem is a popular primitive for constructing lattice-based FHE. Many algebraic variants of LWE are also developed with further promising cryptographic features. Most previous known LWE variants (over the commutative base rings) are unified into a general framework by Peikert et al. at TCC 2019. In 2022, a new algebraically structured LWE problem over the d-degree cyclic algebra (CLWE) (with modulus q), a typical non-commutative ring, was proposed by Grover et al.. To further explore the utility and potential advantages of this new variant, it is interesting to design new lattice-based FHE schemes by using CLWE. In this paper, by following the diagrams of Gentry-Sahai-Waters (GSW13 for short), we propose a FHE scheme based on the CLWE with an even small ciphertext size. Due to our further expansion of the plaintext space, the average ciphertext expansion rate (CER for short) is smaller. More precisely, compared to original GSW13 and the related GSW-style constructions, the ciphertext size of our proposal is reduced by almost at least 23.69%, and the average CER is reduced about 96% due to our expansion of the plaintext space. Besides, our FHE has an even small error growth rate (EGR for short). After one time multiplication of two ciphertexts, the asymptotical EGR is reduced about 49.8% compared to the original GSW13 and the related GSW-style constructions. Typically, the smaller ciphertext size, CER and EGR make our FHE scheme more efficient in trusted computing environment.

源语言英语
主期刊名Proceedings - 2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2024, 18th IEEE International Conference on Big Data Science and Engineering, BigDataSE 2024, 27th IEEE International Conference on Computational Science and Engineering, CSE 2024, 22nd International Conferences on Embedded and Ubiquitous Computing, EUC 2024 and 12th IEEE International Conference on Smart City and Informatization, iSCI 2024
出版商Institute of Electrical and Electronics Engineers Inc.
643-649
页数7
版本2024
ISBN(电子版)9798331506209, 9798331506209
DOI
出版状态已出版 - 2024
已对外发布
活动23rd IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2024 - Sanya, 中国
期限: 17 12月 202421 12月 2024

会议

会议23rd IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2024
国家/地区中国
Sanya
时期17/12/2421/12/24

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