基于CCNOT门的高稳定QPUF和QRNG电路设计

IF 5.4 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Yuanfeng Xie, Hanqing Luo, Aoxue Ding
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引用次数: 0

摘要

量子计算凭借其强大的计算能力,有望成为解决复杂问题的安全范式。然而,现有的基于云的量子计算系统依赖于云服务提供商进行调度,因此无法直接验证量子硬件产生的结果。这带来了重大的安全风险,例如第三方提供商分配硬件性能欠佳的量子计算机,或者攻击者在硬件上重定向执行以窃取关键密钥的场景。目前的解决方案面临着身份验证维度有限和物理指纹稳定性差的问题。本研究提出了一种基于量子叠加和纠缠的高稳定量子物理不可克隆函数(QPUF)和量子随机数发生器(QRNG)。首先,利用Hadamard门和RY门建立电路模型,产生可调谐的等幅叠加态,对测量概率进行编码。然后应用动态多数投票(DMV)来提高QPUF响应的稳定性,QPUF响应可以作为云执行设备的有效ID。接下来,CCNOT门用于纠缠多个量子位,产生具有高最坏情况熵的QRNG,该QRNG可作为高性能随机数生成器用于计算。最后,在IBM量子硬件上进行的实验表明,所提出的QPUF在新的统一架构下的稳定性为100%,比类似模型提高了4.16%。QRNG的最坏情况熵为0.974,充分验证了所提出架构在对抗试图篡改基于云的量子计算硬件的攻击方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of a high-stability QPUF and QRNG circuit based on CCNOT gate
Quantum computing, with its powerful computational capabilities, is expected to become a secure paradigm for solving complex problems. However, existing cloud-based quantum computing systems are reliant on cloud service providers for scheduling, making it impossible to directly verify the results produced by quantum hardware. This introduces significant security risks, such as scenarios where a third-party provider allocates quantum computers with suboptimal hardware performance or attackers redirect execution on the hardware to steal critical keys. Current solutions face issues with limited authentication dimensions and poor stability of physical fingerprints. This study proposes a highly stable Quantum Physical Unclonable Function (QPUF) and Quantum Random Number Generator (QRNG) based on quantum superposition and entanglement. First, a circuit model is created using the Hadamard and RY gate to generate tunable equal-amplitude superposition states, encoding the measurement probabilities. Dynamic Majority Voting (DMV) is then applied to improve the stability of the QPUF response, which can serve as an effective ID for cloud-executed devices. Next, the CCNOT gate is used to entangle multiple qubits, producing a QRNG with high worst-case entropy, which can be utilized as a high-performance random number generator for computations. Finally, experiments conducted on IBM's quantum hardware demonstrate that the stability of the proposed QPUF in the new unified architecture is 100%, representing a 4.16% improvement over similar models. The worst-case entropy of the QRNG is 0.974, fully validating the effectiveness of the proposed architecture in countering attacks that attempt to tamper with cloud-based quantum computing hardware.
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来源期刊
Computers & Security
Computers & Security 工程技术-计算机:信息系统
CiteScore
12.40
自引率
7.10%
发文量
365
审稿时长
10.7 months
期刊介绍: Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.
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