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Visualization for Rapid Assessment and Projection in Cyber Situational Awareness

机译:可视化以快速评估和预测网络态势感知

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The goal of this research was to create a set of next generation cyber situational awareness capabilities with applications to other domains in the long term. The goal is to improve the decision making process such that decision makers can choose better actions. This exemplified our entire research process and was the reason for our extensive work on vulnerability and impact assessment. These techniques will allow analysts to make better decisions and better prioritizations than is currently being done. Thus, we put extensive effort into ensuring we had feedback from network analysts and managers and understood what their needs truly were. Vulnerability assessment provides a numerical score indicative of how likely an attack on a given system is to succeed. Impact assessment provides a numerical score indicative of how substantially an attack will impact a system. The goal in the long term is to determine early in the life cycle of an attack as to the nature of the attack such that its impact can be assessed and analysts can then accurately prioritize it. While we did extensive work on generating these numerical scores, our primary focus was on generating novel visualization designs to present this information succinctly to the analyst.
机译:这项研究的目的是创建一套下一代网络态势感知功能,并将其长期应用到其他领域。目的是改善决策过程,以便决策者可以选择更好的行动。这是我们整个研究过程的例证,也是我们在漏洞和影响评估方面进行大量工作的原因。这些技术将使分析人员可以比当前进行更好的决策和确定优先级。因此,我们付出了巨大的努力来确保获得网络分析师和经理的反馈,并了解他们的真正需求。漏洞评估提供了一个数字分数,该分数指示对给定系统的攻击成功的可能性。影响评估提供数字分数,该分数指示攻击将对系统产生多大影响。长期的目标是在攻击的生命周期中尽早确定攻击的性质,以便可以评估其影响,然后分析人员可以准确地确定其优先级。尽管我们在生成这些数字分数方面进行了大量工作,但我们的主要重点是生成新颖的可视化设计,以将这些信息简洁地呈现给分析师。

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