实现设置与明文空间无关的实用 FHE 转密技术

Pierrick Méaux, Jeongeun Park, Hilder V. L. Pereira
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引用次数: 3

摘要

全同态加密(FHE)是实现非交互式隐私保护协议的强大工具,具有最佳的计算/通信复杂度。然而,其主要缺点是,由于 FHE 密文的大小较大,实际通信成本(带宽)较高。作为一种解决方案,人们引入了一种称为转加密(也称为混合同态加密)的技术,以实现此类协议几乎最优的带宽。然而,所有现有的工作都要求客户事先确定信息的精度或信息空间的数学结构。这就对基于 FHE 的应用的明文大小或底层结构造成了不必要的限制。在这篇文章中,我们首次引入了一种无需由客户端决定固定信息精度的新转密方法。更详细地说,客户端使用任何一种对 FHE 友好的对称密码 { 0 , 1 } 发送逐位加密的输入数据,然后服务器可根据应用选择精度 p,并将加密比特同态转换为在ℤ p 中加密整数的 FHE 密码文本。为了说明我们的新技术,我们评估了使用 FiLIP 密码进行的转换,并调整了最实用的同态评估技术 [CCS'22],以保持实用的延迟。因此,我们的概念验证实现 p 从 2 2 到 2 8 只需 13 毫秒到 137 毫秒。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards Practical Transciphering for FHE with Setup Independent of the Plaintext Space
Fully Homomorphic Encryption (FHE) is a powerful tool to achieve non-interactive privacy preserving protocols with optimal computation/communication complexity. However, the main disadvantage is that the actual communication cost (bandwidth) is high due to the large size of FHE ciphertexts. As a solution, a technique called transciphering (also known as Hybrid Homomorphic Encryption) was introduced to achieve almost optimal bandwidth for such protocols. However, all existing works require clients to fix a precision for the messages or a mathematical structure for the message space beforehand. It results in unwanted constraints on the plaintext size or underlying structure of FHE based applications. In this article, we introduce a new approach for transciphering which does not require fixed message precision decided by the client, for the first time. In more detail, a client uses any kind of FHE-friendly symmetric cipher for { 0 , 1 } to send its input data encrypted bit-by-bit, then the server can choose a precision p depending on the application and homomorphically transforms the encrypted bits into FHE ciphertexts encrypting integers in ℤ p . To illustrate our new technique, we evaluate a transciphering using FiLIP cipher and adapt the most practical homomorphic evaluation technique [CCS'22] to keep the practical latency. As a result, our proof-of-concept implementation for p from 2 2 to 2 8 takes only from 13 ms to 137 ms.
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