High-Precision Leveled Homomorphic Encryption for Rational Numbers
نویسندگان
چکیده
In most homomorphic encryption schemes based on RLWE, native plaintexts are represented as polynomials in a ring Zt[x]/xN+1, where t is plaintext modulus and xN+1 cyclotomic polynomial with degree power of two. An encoding scheme should be used to transform some natural data types (such integers rational numbers) into the ring. After computations aare finished, decoding procedure invoked obtain results. We employ Hensel code for numbers construct high-precision leveled double-CRT. The advantage our that limitations previous works avoided, such unexpected results loss precision. Moreover, space can adjusted simply by changing hyper-parameter adapt different computation tasks.
منابع مشابه
High-Precision Arithmetic in Homomorphic Encryption
In most RLWE-based homomorphic encryption schemes the native plaintext elements are polynomials in a ring Zt[x]/(x +1), where n is a power of 2, and t an integer modulus. For performing integer or rational number arithmetic one typically uses an encoding scheme, which converts the inputs to polynomials, and allows the result of the homomorphic computation to be decoded to recover the result as ...
متن کاملFully Homomorphic Encryption for Point Numbers
In this paper, based on the FV scheme, we construct a first fully homomorphic encryption scheme FHE4FX that can homomorphically compute addition and/or multiplication of encrypted fixed point numbers without knowing the secret key. Then, we show that in the FHE4FX scheme one can efficiently and homomorphically compare magnitude of two encrypted numbers. That is, one can compute an encryption of...
متن کاملHomomorphic Encryption for Arithmetic of Approximate Numbers
We suggest a method to construct a homomorphic encryption scheme for approximate arithmetic. It supports an approximate addition and multiplication of encrypted messages, together with a new rescaling procedure for managing the magnitude of plaintext. This procedure truncates a ciphertext into a smaller modulus, which leads to rounding of plaintext. The main idea is to add a noise following sig...
متن کاملAccelerating Homomorphic Computations on Rational Numbers
Fully Homomorphic Encryption (FHE) schemes are conceptually very powerful tools for outsourcing computations on confidential data. However, experience shows that FHE-based solutions are not sufficiently efficient for practical applications yet. Hence, there is a huge interest in improving the performance of applying FHE to concrete use cases. What has been mainly overlooked so far is that not o...
متن کاملIncorporating Leveled Homomorphic Encryption-based Private Information Retrieval in Federated eID Schemes to Enhance User Privacy
Numerous services are being offered over the Internet and require identification of users as in face-to-face interactions. To simplify the authentication procedure and reduce the need to manage multiple credentials to access services, Electronic Identification (eID) schemes have been introduced. eID schemes commonly involve many service providers (SPs) which provide services, such as online sho...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Mathematics
سال: 2023
ISSN: ['2227-7390']
DOI: https://doi.org/10.3390/math11020348