Visual Analytics for Information Security: Efficiency Assessment and Analysis of Visualization Methods

Igor Kotenko, Maxim Kolomeec, K. Zhernova, A. Chechulin
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Abstract

The purpose of the article: to identify and systematize information security problems that are solved using visual analytics methods, applied data visualization models and methods for assessing the effectiveness of visualization models. Research method: a systematic analysis of the application of visual analytics methods for solving information security problems. Analysis of relevant work in the field of information security and data visualization, as well as methods for assessing visualization. The objects of research are: solving information security problems through visual analysis and methods for assessing the effectiveness of visualization models. The result obtained: an interactive map of visualization models and their areas of application is presented, which will allow researchers and developers to choose the visualization models that are most appropriate for specific applied information security problems. A classification of methods for assessing visualization is presented. The scope of the proposed approach is the creation of visualization models that can be used to increase the efficiency of operator interaction with information security applications. The proposed article will be useful both for students studying in the direction of training “Information Security”, and for specialists who develop information security systems.
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信息安全的可视化分析:可视化方法的效率评估和分析
本文的目的是:识别和系统化使用可视化分析方法解决的信息安全问题,应用数据可视化模型和评估可视化模型有效性的方法。研究方法:系统分析可视化分析方法在解决信息安全问题中的应用。分析了信息安全和数据可视化领域的相关工作,以及可视化评估的方法。研究对象为:通过可视化分析解决信息安全问题,以及评估可视化模型有效性的方法。得到的结果是:展示了可视化模型及其应用领域的交互式地图,这将允许研究人员和开发人员选择最适合特定应用信息安全问题的可视化模型。对评估可视化的方法进行了分类。所提出的方法的范围是创建可视化模型,可用于提高操作员与信息安全应用程序交互的效率。建议的文章对学习“信息安全”培训方向的学生和开发信息安全系统的专家都很有用。
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