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Firm investment decisions for information security under a fuzzy environment: a game-theoretic approach

机译:在模糊环境下提供信息安全的企业投资决策:一种游戏 - 理论方法

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Purpose - This paper aims to examine optimal decisions for information security investments for a firm in a fuzzy environment. Under both sequential and simultaneous attack scenarios, optimal investment of firm, optimal efforts of attackers and their economic utilities are determined. Design/methodology/approach - Throughout the analysis, a single firm and two attackers for a "firm as a leader" in a sequential game setting and "firm versus attackers" in a simultaneous game setting are considered. While the firm makes investments to secure its information assets, the attackers spend their efforts to launch breaches. Findings - It is observed that the firm needs to invest more when it announces its security investment decisions ahead of attacks. In contrast, the firm can invest relatively less when all agents are unaware of each other's choices in advance. Further, the study reveals that attackers need to exert higher effort when no agent enjoys the privilege of being a leader. Research limitations/implications - In a novel approach, inherent system vulnerability of the firm, financial benefit of attackers from the breach and monetary loss suffered by the firm are considered, as fuzzy variables in the well-recognized Gordon - Loeb breach function, with the help of fuzzy expectation operator. Practical implications - This study reports that the optimal breach effort exerted by each attacker is proportional to its obtained economic benefit for both sequential and simultaneous attack scenarios. A set of numerical experiments and sensitivity analyzes complement the analytical modeling. Originality/value - In a novel approach, inherent system vulnerability of the firm, financial benefit of attackers from the breach and monetary loss suffered by the firm are considered, as fuzzy variables in the well-recognized Gordon - Loeb breach function, with the help of fuzzy expectation operator.
机译:目的 - 本文旨在审查对模糊环境中企业的信息安全投资的最佳决策。根据顺序和同时攻击情景,确定公司的最佳投资,攻击者的最佳努力及其经济公用事业。设计/方法/方法 - 在整个分析中,考虑在顺序游戏设置中的“坚定作为领导者”的单一公司和两个攻击者,并考虑在同时游戏设置中的“公司与攻击者”。虽然该公司进行了投资来保护其信息资产,但攻击者将努力推出违规行为。调查结果 - 据观察,该公司需要在宣布发布安全投资决策时需要投资更多。相比之下,当所有代理商提前不知道彼此的选择时,该公司可以投入相对较少的投资。此外,该研究表明,当没有代理人享有作为领导者的特权时,攻击者需要发挥更高的努力。研究局限/影响 - 以一种新的方法,本公司遭受违规和货币损失的攻击者的固有系统脆弱性,被认为是在公认的戈登 - LOEB违规功能中的模糊变量,模糊期望运营商的帮助。实践意义 - 本研究报告说,每个攻击者所施加的最佳违规努力与其对顺序和同步攻击情景的获得经济效益成正比。一组数值实验和敏感性分析补充分析模型。原创性/价值 - 以一种新的方法,本公司遭受违规和货币损失的攻击者的固有系统脆弱性,被认为是在公认的戈登 - LOEB漏洞功能中的模糊变量,帮助模糊期望算子。

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