管理信息系统安全风险评估模型

Yuan Jianlin
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引用次数: 0

摘要

随着计算机的飞速发展,不安全因素(如计算机病毒、黑客)影响着MIS的发展,安全风险评估已成为一项重要的任务。本文提出了一种基于模糊集理论的管理信息系统风险评价方法,利用语言变量和各自的模糊数对影响因素进行评价。利用语言变量和模糊数确定了各因素的一级权重和备选方案的评价。利用Shapely值的概念来确定各个因素在完成风险评价过程总体目标时的全局值,并对主要权重进行修正,从而更准确地反映各因素的重要程度。该方法的一个主要优点是,它允许专家和工程师在语言变量中表达他们对安全风险评估的意见,而不是清晰的值。最后以实例说明了该方法在风险评价中的应用。计算结果与常规风险评价方法计算结果一致。研究表明,该方法客观准确,在MIS风险评价中具有一定的应用价值
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Security Risk Evaluation Model on Management Information System
With the rapid development of computer, insecurity factors(such as computer virus, hacker) influences the development of MIS, safety risk evaluation has been an important task. This paper describes a risk evaluation method for MIS based on fuzzy set theory which uses linguistic variables and respective fuzzy numbers to evaluate the factors. The primary weights of factors and evaluation of alternatives are determined by applying linguistic variables and fuzzy numbers. The notion of Shapely value is used to determine the global value of each factor in accomplishing the overall objective of the risk evaluation process, so the primary weights are revised, thus the importance of factors can be reflected more precisely. A major advantage of the method is that it allows experts and engineers to express their opinions on safety risk evaluation in linguistic variables rather than crisp values. An illustration is presented to demonstrate the application of the method in risk evaluation. The results are consistent with the results calculated by conventional risk evaluation method. The research demonstrates that the method is objective and accurate, and is an application value in the risk evaluation for MIS
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