IoT cybersecurity in 5G and beyond: a systematic literature review

IF 2.4 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS International Journal of Information Security Pub Date : 2024-05-28 DOI:10.1007/s10207-024-00865-5
Sandeep Pirbhulal, Sabarathinam Chockalingam, Ankur Shukla, Habtamu Abie
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Abstract

The 5th generation (5G) and beyond use Internet of Things (IoT) to offer the feature of remote monitoring for different applications such as transportation, healthcare, and energy. There are several advantages of 5G and beyond for IoT applications like high speed and low latency. However, they are prone to cybersecurity threats due to networks softwarization and virtualization, thus raising additional security challenges and complexities. In this paper, we conducted a systematic literature review (SLR) of cybersecurity for 5G and beyond-enabled IoT. By developing a taxonomy to classify and characterize existing research, we identified and analyzed strategies, key patterns, mechanisms, performance evaluation, validation parameters and challenges of cybersecurity and resilience for 5G and beyond-enabled IoT in existing studies. We used “Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)” recommendations for this SLR. Through our search in scientific databases, 4449 records published between 2017 and 2023 were initially identified, which were then reduced to 558 records after title and abstract screening to be considered for the eligibility check process. After screening the full-text, 79 articles were finalized for thorough analysis. The findings of this study suggest that 35% of the included studies focus on authentication and access control as security aspects, 59% studies are based on combination of both network layer and application layer as main operation layer, and 34% of the included studies use real-time implementation for validation purpose while the remaining studies utilize simulation or theoretical analysis. Our SLR also highlights open research challenges of 5G and beyond-enabled IoT cybersecurity and suggests a tentative solution for each challenge, which can be a focus of future research. Finally, key limitations of our SLR and threats to validity are addressed.

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5G 及以后的物联网网络安全:系统性文献综述
第五代(5G)及以后的物联网(IoT)可为交通、医疗保健和能源等不同应用提供远程监控功能。5G 及更先进的技术在物联网应用中具有高速度和低延迟等优势。然而,由于网络的软化和虚拟化,它们很容易受到网络安全威胁,从而带来更多的安全挑战和复杂性。在本文中,我们对 5G 及更先进的物联网网络安全进行了系统的文献综述(SLR)。通过制定分类标准对现有研究进行分类和特征描述,我们确定并分析了现有研究中有关 5G 及未来物联网网络安全和弹性的策略、关键模式、机制、性能评估、验证参数和挑战。本 SLR 采用了 "系统综述和元分析首选报告项目(PRISMA)"建议。通过在科学数据库中的搜索,我们初步确定了 4449 条在 2017 年至 2023 年间发表的记录,经过标题和摘要筛选后,这些记录减少到 558 条,以便进行资格检查。在筛选全文后,最终确定了 79 篇文章进行深入分析。研究结果表明,35% 的收录研究侧重于作为安全方面的身份验证和访问控制,59% 的研究基于网络层和应用层作为主要操作层的组合,34% 的收录研究使用实时实施进行验证,而其余研究则使用模拟或理论分析。我们的 SLR 还强调了 5G 和超越 5G 的物联网网络安全的公开研究挑战,并针对每个挑战提出了暂定解决方案,这些解决方案可作为未来研究的重点。最后,还讨论了我们的 SLR 的主要局限性以及对有效性的威胁。
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来源期刊
International Journal of Information Security
International Journal of Information Security 工程技术-计算机:理论方法
CiteScore
6.30
自引率
3.10%
发文量
52
审稿时长
12 months
期刊介绍: The International Journal of Information Security is an English language periodical on research in information security which offers prompt publication of important technical work, whether theoretical, applicable, or related to implementation. Coverage includes system security: intrusion detection, secure end systems, secure operating systems, database security, security infrastructures, security evaluation; network security: Internet security, firewalls, mobile security, security agents, protocols, anti-virus and anti-hacker measures; content protection: watermarking, software protection, tamper resistant software; applications: electronic commerce, government, health, telecommunications, mobility.
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