一种小数精确加法同态方案的研究OA
Precise Homomorphic Addition Scheme for Decimal Numbers
在之前的工作中,Cheon 等人提出了一种构造近似算术同态加密方案的方法(CKKS).但近似的计算特性有时不能满足精确计算的要求.对此,本文提出了一种复平面有理数编码方法,结合复数标准嵌入编码技术,构建了一种基于 RLWE 的小数精确加法同态方案,该方案能够以预定精度执行精确的加解密和同态运算.通过理论与实验验证,该方案能在保证语义安全的前提下正确地进行加(解)密和加法同态运算.通过合理的设置方案使用的参数,该方案编码所得的多项式范数相较于 CKKS 更小,从而支持更高精度的输入需求、更多轮次的加法同态运算.最后,实验表明,在精度要求相同的情况下,本文所提出方案相较 CKKS 方案没有效率损失.
In previous work,Cheon et al.proposed a method for constructing approximate arithmetic homomorphic encryption schemes(CKKS).Nevertheless,the approximate nature of these computa-tions sometimes fails to meet the requirements for precise calculations.In response to this limitation,this paper presents a rational number encoding method in the complex plane,combined with complex canonical embedding techniques,to construct a fractional exact addition homomorphic scheme based on RLWE.The scheme can perform precise encryption,decryption,and homomorphic operations with predetermined accuracy.Both theoretical analysis and experimental validation demonstrate that the proposed scheme can correctly perform encryption,decryption,and homomorphic addition while en-suring semantic security.With appropriately chosen parameters,the proposed scheme achieves smaller polynomial norms compared to CKKS,allowing for higher precision inputs and supporting more rounds of homomorphic additions.Finally,experiments show that the proposed scheme incurs no efficiency loss compared to the CKKS scheme under the same precision requirements.
马培超;梁碧滢;张娟;赵德;张克君;李子臣
北京邮电大学 网络空间安全学院,北京 100876北京信息科技大学 信息管理学院,北京 100192北京印刷学院 数字版权保护技术研究中心,北京 102600北京科技大学 计算机与通信工程学院,北京 100083北京电子科技学院 网络空间安全系,北京 100071北京印刷学院 数字版权保护技术研究中心,北京 102600
信息技术与安全科学
同态加密明文编码小数同态运算
homomorphic encryptionplaintext encodingdecimal homomorphic operations
《密码学报(中英文)》 2026 (2)
325-337,13
国家自然科学基金(62472040)National Natural Science Foundation of China(62472040)
评论