[Resource Topic] 2024/1513: Depth Optimized Circuits for Lattice Based Voting with Large Candidate Sets

Welcome to the resource topic for 2024/1513

Title:
Depth Optimized Circuits for Lattice Based Voting with Large Candidate Sets

Authors: Oskar Goldhahn, Kristian Gjøsteen

Abstract:

Homomorphic encryption has long been used to build voting
schemes. Additively homomorphic encryption only allows simple count-
ing functions. Lattice-based fully (or somewhat) homomorphic encryp-
tion allows more general counting functions, but the required parameters
quickly become impractical if used naively. It is safe to leak information
during the counting function evaluation, as long as the information could
be derived from the public result. To exploit this observation, we de-
sign a flexible framework for using somewhat homomorphic encryption
for voting that incorporates random input and allows controlled leakage
of information. We instantiate the framework using novel circuits with
low but significant multiplicative depth exploiting the fact that, in the
context of voting, leakage of certain information during homomorphic
evaluation can be permitted. We also instantiate the framework with a
circuit that uses random input to shuffle without the use of mixnets.

ePrint: https://eprint.iacr.org/2024/1513

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