Cyberattacks and defenses for Autonomous Navigation Systems: A systematic literature review

IF 4.4 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Jorrit J. Olthuis, Savio Sciancalepore, Nicola Zannone
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引用次数: 0

Abstract

Autonomous Navigation Systems (ANSs) are revolutionizing transportation and logistics by enhancing operational efficiency and reshaping industry standards. However, the absence of human intervention during operational failures makes ANSs more vulnerable to cyberattacks and their consequences. Although prior research has addressed the security challenges of ANSs and proposed various defenses to prevent and mitigate cyberattacks against ANSs, we still lack a comprehensive understanding of the ANS attack surface and the effectiveness of both attacks and defenses. To address this gap, we conduct a systematic review of 125 articles on cybersecurity for ANSs, focusing on their domain, characteristics, and the attack and defense strategies studied in the literature. Our analysis reveals notable research trends, open gaps, and areas for future investigation. Security research on navigation functions remains limited, despite their central role and the risks associated with their compromise. Moreover, our analysis reveals a lack of cross-domain research, resulting in threats and defenses analyzed for one domain being overlooked in others. Finally, we identify discrepancies between attacks and defenses studied in the literature, with a disproportionate focus on defense strategies.
自主导航系统的网络攻击和防御:系统的文献综述
自主导航系统(ANSs)通过提高运营效率和重塑行业标准,正在彻底改变运输和物流。然而,在操作故障期间缺乏人为干预使得ANSs更容易受到网络攻击及其后果的影响。尽管先前的研究已经解决了ANSs的安全挑战,并提出了各种防御措施来预防和减轻针对ANSs的网络攻击,但我们仍然缺乏对ANSs攻击面的全面理解以及攻击和防御的有效性。为了解决这一差距,我们对125篇关于ANSs网络安全的文章进行了系统回顾,重点关注其领域,特征以及文献中研究的攻击和防御策略。我们的分析揭示了值得注意的研究趋势、开放的差距和未来调查的领域。关于导航功能的安全研究仍然有限,尽管它们的核心作用和与它们的妥协相关的风险。此外,我们的分析表明,缺乏跨领域的研究,导致一个领域分析的威胁和防御在其他领域被忽视。最后,我们确定了文献中研究的攻击和防御之间的差异,不成比例地关注防御策略。
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
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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