Demonstrating Quantum Homomorphic Encryption Through Simulation

Fuente: arXiv
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Autores principales: Ganjian, Sohrab, Paddock, Connor, Broadbent, Anne
Formato: Preprint
Publicado: 2024
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author Ganjian, Sohrab
Paddock, Connor
Broadbent, Anne
author_facet Ganjian, Sohrab
Paddock, Connor
Broadbent, Anne
contents Quantum homomorphic encryption (QHE), allows a quantum cloud server to compute on private data as uploaded by a client. We provide a proof-of-concept software simulation for QHE, according to the "EPR" scheme of Broadbent and Jeffery, for universal quantum circuits. We demonstrate the near-term viability of this scheme and provide verification that the additional cost of homomorphic circuit evaluation is minor when compared to the simulation cost of the quantum operations. Our simulation toolkit is an open-source Python implementation, that serves as a step towards further hardware applications of quantum homomorphic encryption between networked quantum devices.
format Preprint
id arxiv_https___arxiv_org_abs_2406_16247
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Demonstrating Quantum Homomorphic Encryption Through Simulation
Ganjian, Sohrab
Paddock, Connor
Broadbent, Anne
Quantum Physics
Quantum homomorphic encryption (QHE), allows a quantum cloud server to compute on private data as uploaded by a client. We provide a proof-of-concept software simulation for QHE, according to the "EPR" scheme of Broadbent and Jeffery, for universal quantum circuits. We demonstrate the near-term viability of this scheme and provide verification that the additional cost of homomorphic circuit evaluation is minor when compared to the simulation cost of the quantum operations. Our simulation toolkit is an open-source Python implementation, that serves as a step towards further hardware applications of quantum homomorphic encryption between networked quantum devices.
title Demonstrating Quantum Homomorphic Encryption Through Simulation
topic Quantum Physics
url https://arxiv.org/abs/2406.16247