Quantum-Inspired Sensitive Data Measurement and Secure Transmission in 5G-Enabled Healthcare Systems

IF 6.6 1区计算机科学 Q1 Multidisciplinary

Tsinghua Science and Technology Pub Date : 2024-09-11 DOI:10.26599/TST.2024.9010122

Xiaohong Lv;Shalli Rani;Shanmuganathan Manimurugan;Adam Slowik;Yanhong Feng

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引用次数: 0

Abstract

The exponential advancement witnessed in 5G communication and quantum computing has presented unparalleled prospects for safeguarding sensitive data within healthcare infrastructures. This study proposes a novel framework for healthcare applications that integrates 5G communication, quantum computing, and sensitive data measurement to address the challenges of measuring and securely transmitting sensitive medical data. The framework includes a quantum-inspired method for quantifying data sensitivity based on quantum superposition and entanglement principles and a delegated quantum computing protocol for secure data transmission in 5G-enabled healthcare systems, ensuring user anonymity and data confidentiality. The framework is applied to innovative healthcare scenarios, such as secure 5G voice communication, data transmission, and short message services. Experimental results demonstrate the framework's high accuracy in sensitive data measurement and enhanced security for data transmission in 5G healthcare systems, surpassing existing approaches.

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5G 医疗系统中的量子启发式敏感数据测量与安全传输

5G 通信和量子计算的飞速发展为保护医疗基础设施中的敏感数据带来了无与伦比的前景。本研究为医疗保健应用提出了一个新颖的框架，它整合了 5G 通信、量子计算和敏感数据测量，以应对测量和安全传输敏感医疗数据的挑战。该框架包括一种基于量子叠加和纠缠原理的量子启发方法，用于量化数据敏感性；以及一种委托量子计算协议，用于在支持 5G 的医疗系统中安全传输数据，确保用户匿名性和数据保密性。该框架应用于创新的医疗保健场景，如安全的 5G 语音通信、数据传输和短信服务。实验结果表明，该框架在敏感数据测量方面具有很高的准确性，并增强了 5G 医疗系统数据传输的安全性，超越了现有方法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Tsinghua Science and Technology COMPUTER SCIENCE, INFORMATION SYSTEMSCOMPU-COMPUTER SCIENCE, SOFTWARE ENGINEERING

CiteScore

10.20

自引率

10.60%

发文量

2340

期刊介绍： Tsinghua Science and Technology (Tsinghua Sci Technol) started publication in 1996. It is an international academic journal sponsored by Tsinghua University and is published bimonthly. This journal aims at presenting the up-to-date scientific achievements in computer science, electronic engineering, and other IT fields. Contributions all over the world are welcome.