For what algebraic systems does a useful privacy homomorphism exist?

Authors: Grazian Valentina; Tortora Antonio; Tota Maria

Journal: AIMS MATHEMATICS

Publisher: American Institute of Mathematical Sciences

Published: 2025

DOI: 10.3934/math.2025440

Volume: 10, Issue: 4, Pages: 9539-9562

Keywords: cloud computing; fully homomorphic encryption; privacy preservation;

Research Topics: Homomorphism; Algebraic number; Computer science; Mathematics; Algebra over a field

Citations: 0 (source: OpenAlex)

Abstract

Homomorphic encryption plays a crucial role in the challenging problem of privacy preservation. In this survey, we describe a number of homomorphic schemes providing the relevant definitions to make the topic accessible to both cryptographers and mathematicians. We classify the schemes according to the timeline of appearance and, for some of them, we verify that they are correct with respect to decryption and evaluation, providing proofs or references. Recent research directions are also briefly discussed in this context.