Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs

Toward Privacy in Quantum Program Execution On Untrusted Quantum Cloud Computing Machines for Business-sensitive Quantum Needs
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在不可信的量子云计算机上实现量子程序执行的隐私,以满足业务敏感的量子需求

DOI:
10.48550/arxiv.2307.16799
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发表时间:
2023
期刊:
ArXiv
影响因子:
--
通讯作者:
Devesh Tiwari
Devesh Tiwari
中科院分区:
--
文献类型:
--
作者:
Tirthak Patel;Daniel Silver;A. Ranjan;Harshitta Gandhi;William Cutler;Devesh Tiwari

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量子计算是一种新兴的范式,在加速大规模科学、优化和机器学习工作负载方面显示出巨大的希望。由于大多数量子计算解决方案都是通过云提供的,因此必须保护机密和专有的量子代码不被不受信任和/或敌对代理访问。为了应对这一挑战,我们提出了SPYCE,这是已知的第一个混淆量子代码和输出的解决方案,以防止任何机密信息在云上泄露。SPYCE基于量子计算的独特原理实现了一种轻量级、可扩展和有效的解决方案来实现这一任务。
Quantum computing is an emerging paradigm that has shown great promise in accelerating large-scale scientific, optimization, and machine-learning workloads. With most quantum computing solutions being offered over the cloud, it has become imperative to protect confidential and proprietary quantum code from being accessed by untrusted and/or adversarial agents. In response to this challenge, we propose SPYCE, which is the first known solution to obfuscate quantum code and output to prevent the leaking of any confidential information over the cloud. SPYCE implements a lightweight, scalable, and effective solution based on the unique principles of quantum computing to achieve this task.
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