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A dynamic resource allocation decision model for IT security

机译:IT安全动态资源分配决策模型

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Today, with the continued growth in using information and communication technologies (ICT) for business purposes, business organizations become increasingly dependent on their information systems. Thus, they need to protect them from the different attacks exploiting their vulnerabilities. To do so, the organization has to use security technologies, which may be proactive or reactive ones. Each security technology has a relative cost and addresses specific vulnerabilities. Therefore, the organization has to put in place the appropriate security technologies set that minimizes the information system's vulnerabilities with a minimal cost. This bi-objective problem will be considered as a resources allocation problem (RAP) where security technologies represent the resources to be allocated. However, the set of vulnerabilities may change, periodically, with the continual appearance of new ones. Therefore, the security technologies set should be flexible to face these changes, in real time, and the problem becomes a dynamic one. In this paper, we propose a harmony search based algorithm to solve the bi-objective dynamic resource allocation decision model. This approach was compared to a genetic algorithm and provided good results.
机译:今天,随着商业目的的使用信息和通信技术(ICT)的持续增长,业务组织越来越依赖其信息系统。因此,他们需要保护它们免受利用其漏洞的不同攻击。为此,组织必须使用安全技术,这可能是主动或反应的。每个安全技术都具有相对成本并解决特定漏洞。因此,该组织必须建立相应的安全技术集,以最小化信息系统的漏洞,其成本最低。这种双目标问题将被视为资源分配问题(RAP),安全技术代表要分配的资源。然而,这组漏洞可能会定期改变,以持续的新出现。因此,安全技术集应该是灵活的,以实时地面对这些变化,问题变为动态。在本文中,我们提出了一种基于和谐的搜索算法来解决双目标动态资源分配决策模型。这种方法与遗传算法进行了比较并提供了良好的效果。

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