Interconnected and resilient: A CGE analysis of AI-driven cyberattacks in global trade.

IF 3 3区 医学 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Risk Analysis Pub Date : 2024-06-04 DOI:10.1111/risa.14321
Rehab Osman, Sherif El-Gendy
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Abstract

The burgeoning interconnectedness of global trade in the digital age not only presents enticing opportunities but also harbors potent vulnerabilities of artificial intelligence (AI)-driven cyberattacks. This study explores the cascading impacts of these disruptive threats on economies, supply chains, and trade, utilizing the intricate lens of Computable General Equilibrium modeling. Through meticulously designed simulation scenarios, we illuminate the potential economic ramifications of cyberattacks, with a focus on regions heavily reliant on digital technologies and interwoven supply chains. The analysis reveals significant declines in real GDP, trade prices and volumes, and trade route disruptions across regions. Notably, economies like China, the United States, the United Kingdom, and the EU, due to their deep integration in global networks, face pronounced vulnerabilities. However, amidst this bleak landscape, hope emerges in the form of cyber resilience. The study showcases the effectiveness of proactive measures like adaptable production systems, diversified trade partners, and robust cybersecurity infrastructure in mitigating the adverse impacts of cyberattacks. Incorporating cyber resilience significantly dampens the reported negative consequences, highlighting the critical role of preparedness in combating digital warfare. This study underscores the urgent need for a global paradigm shift toward cyber resilience. Collective efforts to bolster cybersecurity infrastructures, foster international cooperation in threat intelligence, and establish open and resilient trade frameworks are crucial in navigating the treacherous labyrinth of AI-driven cyberattacks. By embracing resilience strategies and fostering global collaboration, we can pave the way for a more secure and prosperous digital future, where interconnectedness becomes a tool for progress, not a vulnerability to be exploited.

互联和弹性:对全球贸易中人工智能驱动的网络攻击的 CGE 分析。
在数字时代,全球贸易的互联性日益增强,这不仅带来了诱人的机遇,也隐藏着人工智能(AI)驱动的网络攻击的潜在弱点。本研究利用可计算一般均衡建模的复杂视角,探讨了这些破坏性威胁对经济、供应链和贸易的连带影响。通过精心设计的模拟场景,我们阐明了网络攻击对经济的潜在影响,重点关注严重依赖数字技术和相互交织的供应链的地区。分析显示,各地区的实际 GDP、贸易价格和贸易量以及贸易路线中断都会大幅下降。值得注意的是,中国、美国、英国和欧盟等经济体由于深度融入全球网络,面临着明显的脆弱性。然而,在这种暗淡的景象中,网络复原力带来了希望。研究显示,适应性强的生产系统、多样化的贸易伙伴和强大的网络安全基础设施等积极措施在减轻网络攻击的不利影响方面非常有效。网络复原力大大减轻了所报告的负面影响,凸显了准备工作在打击数字战争中的关键作用。这项研究强调,全球迫切需要向网络复原力模式转变。加强网络安全基础设施、促进威胁情报方面的国际合作、建立开放而有弹性的贸易框架,这些集体努力对于穿越人工智能驱动的网络攻击的险恶迷宫至关重要。通过采用弹性战略和促进全球合作,我们可以为更安全、更繁荣的数字未来铺平道路,让互联成为进步的工具,而不是被利用的漏洞。
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
Risk Analysis
Risk Analysis 数学-数学跨学科应用
CiteScore
7.50
自引率
10.50%
发文量
183
审稿时长
4.2 months
期刊介绍: Published on behalf of the Society for Risk Analysis, Risk Analysis is ranked among the top 10 journals in the ISI Journal Citation Reports under the social sciences, mathematical methods category, and provides a focal point for new developments in the field of risk analysis. This international peer-reviewed journal is committed to publishing critical empirical research and commentaries dealing with risk issues. The topics covered include: • Human health and safety risks • Microbial risks • Engineering • Mathematical modeling • Risk characterization • Risk communication • Risk management and decision-making • Risk perception, acceptability, and ethics • Laws and regulatory policy • Ecological risks.
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