QSDA: Quantum-Safe Mobile Sequencing Data Authorization Scheme to Facilitate Cancer Research and Treatment

IF 8.9 1区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Internet of Things Journal Pub Date : 2025-02-21 DOI:10.1109/JIOT.2025.3544547
Tuan-Vinh Le
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Abstract

Cancer disease is a major health problem in every country, which places an enormous burden on public healthcare systems. Mobile sequencing of biological samples provides immediate data streaming for rapid and actionable results regardless of geographical location. It accelerates cancer research and provides better treatment for patients. However, this data-sharing system encounters certain challenges in terms of security and privacy, especially emerging threats from quantum computing. Various anti-quantum cryptographic approaches have been proposed to address these security challenges. In this article, the author cryptanalyzes the SKEBA scheme recently introduced by Adeli et al. and finds that the scheme has certain security weaknesses, such as vulnerability to denial of services attacks and insider attacks. Based on a lattice-based encryption method constructed by square basis matrices, an improved quantum-safe mobile sequencing data authorization (QSDA) scheme is proposed to address identified vulnerabilities of the SKEBA. The proposed QSDA with a three-factor authentication mechanism is also applied to secure the communication system of the cancer research environment introduced by the author. Security analysis shows that the QSDA is secure against both classical and quantum attacks. The scheme requires lower computation and storage costs while achieving an over 17.69% reduction in communication costs with more security features than related works. Proposing a secure sequencing data authorization approach, this work contributes to finding more effective ways to treat disease and protect our society.
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QSDA:促进癌症研究和治疗的量子安全移动测序数据授权计划
癌症是每个国家的主要健康问题,给公共卫生系统带来了巨大负担。生物样品的移动测序提供即时数据流,无论地理位置如何,都可以获得快速和可操作的结果。它加速了癌症研究,并为患者提供了更好的治疗。然而,这种数据共享系统在安全和隐私方面面临着一定的挑战,特别是来自量子计算的新威胁。已经提出了各种反量子加密方法来解决这些安全挑战。在本文中,作者对Adeli等人最近推出的SKEBA方案进行了密码分析,发现该方案存在一定的安全弱点,例如容易受到拒绝服务攻击和内部攻击。基于方基矩阵构造的基于格子的加密方法,提出了一种改进的量子安全移动测序数据授权(QSDA)方案,以解决SKEBA中已识别的漏洞。提出的具有三因素认证机制的QSDA还应用于作者所介绍的癌症研究环境通信系统的安全。安全性分析表明,QSDA对经典攻击和量子攻击都是安全的。该方案在降低计算和存储成本的同时,通信成本降低17.69%以上,并且具有比相关工作更多的安全特性。这项工作提出了一种安全的测序数据授权方法,有助于找到更有效的治疗疾病和保护我们社会的方法。
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来源期刊
IEEE Internet of Things Journal
IEEE Internet of Things Journal Computer Science-Information Systems
CiteScore
17.60
自引率
13.20%
发文量
1982
期刊介绍: The EEE Internet of Things (IoT) Journal publishes articles and review articles covering various aspects of IoT, including IoT system architecture, IoT enabling technologies, IoT communication and networking protocols such as network coding, and IoT services and applications. Topics encompass IoT's impacts on sensor technologies, big data management, and future internet design for applications like smart cities and smart homes. Fields of interest include IoT architecture such as things-centric, data-centric, service-oriented IoT architecture; IoT enabling technologies and systematic integration such as sensor technologies, big sensor data management, and future Internet design for IoT; IoT services, applications, and test-beds such as IoT service middleware, IoT application programming interface (API), IoT application design, and IoT trials/experiments; IoT standardization activities and technology development in different standard development organizations (SDO) such as IEEE, IETF, ITU, 3GPP, ETSI, etc.
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