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An Options Approach to Cybersecurity Investment

机译:网络安全投资的一种选择方法

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摘要

Cybersecurity has become a key factor that determinesudthe success or failure of companies that rely on informationudsystems. Therefore, investment in cybersecurity is an importantudfinancial and operational decision. Typical information technologyudinvestments aim to create value, whereas cybersecurity investmentsudaim to minimize loss incurred by cyber attacks. Admittedly,udcybersecurity investment has become an increasingly complexudone since information systems are typically subject to frequentudattacks, whose arrival and impact fluctuate stochastically. Further,udcybersecurity measures and improvements, such as patches,udbecome available at random points in time making investmentuddecisions even more challenging.udWe propose and develop an analytical real options frameworkudthat incorporates major components relevant to cybersecurityudpractice, and analyze how optimal cybersecurity investment decisionsudperform for a private firm. The novelty of this paper is thatudit provides analytical solutions that lend themselves to intuitiveudinterpretations regarding the effect of timing and cybersecurityudrisk on investment behavior using real options theory. Suchudaspects are frequently not implemented within economic modelsudthat support policy initiatives. However, if these are not properlyudunderstood, security controls will not be properly set resultingudin a dynamic inefficiency reflected in cycles of over or underudinvestment, and, in turn, increased cybersecurity risk followingudcorrective policy actions.udResults indicate that greater uncertainty over the cost ofudcybersecurity attacks raises the value of an embedded optionudto invest in cybersecurity. This increases the incentive to suspendudoperations temporarily in order to install a cybersecurity patchudthat will make the firm more resilient to cybersecurity breaches.udSimilarly, greater likelihood associated with the availability of audcybersecurity patch increases the value of the option to invest inudcybersecurity. However, absence of an embedded investment optionudincreases the incentive to delay the permanent abandonmentudof the company’s operation due to the irreversible nature of theuddecision.
机译:网络安全已成为决定依赖信息系统的公司成败的关键因素。因此,对网络安全的投资是一项重要的财务和运营决策。典型的信息技术 udinvest旨在创造价值,而网络安全投资 udaim则旨在最大程度地减少网络攻击造成的损失。诚然,由于信息系统通常会受到频繁的 udack攻击, udberber安全投资已变得越来越复杂 udud,其到达和影响会随机波动。此外, udcyber安全措施和改进(例如补丁程序) udud可以在任意时间点获得,从而使投资 uddecision更具挑战性。 ud我们提议并开发一个分析型实物期权框架 ud,其中包含与网络安全相关的主要组件 udpractice,以及分析私营公司的最佳网络安全投资决策/表现如何。本文的新颖之处在于, udit提供了分析解决方案,可使用实物期权理论对时间和网络安全 ududk风险对投资行为的影响提供直观的 udder解释。在支持政策计划的经济模型中,通常不会实施这种 u003c4b u003b u003b。但是,如果不能正确理解这些错误,则将无法正确设置安全控制措施,从而导致动态效率低下,这反映在过度或过度投资的周期中,进而导致在采取过错的政策措施后网络安全风险增加。网络安全攻击成本的更大不确定性提高了嵌入式网络安全投资的价值。这增加了临时暂停 udud以便安装网络安全补丁的动机,从而使公司对网络安全漏洞更具弹性。 ud同样,与 udberbersecurity补丁的可用性相关的更大可能性增加了投资期权的价值网络安全。但是,由于决策的不可逆转性,缺乏内含的投资选择权/动机会增加延迟永久放弃公司运营的动机。

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