ARSCA: a computer tool for tracing the cognitive processes of cyber-attack analysis

Chen Zhong, J. Yen, Peng Liu, R. Erbacher, Renee Etoty, C. Garneau
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引用次数: 17

Abstract

Efficiency and interference shielding are critical factors for conducting successful cognitive task analysis (CTA) of cyber-attack analysis. To achieve this goal, a tool, named ARSCA, is developed to work with an analyst during a cyber-attack analysis task and to capture the main elements in his/her cognitive process. ARSCA conducts process tracing in a way that reduces the study time and the workload needed for analysts and does not distract the analysts from executing their tasks. ARSCA has been tested in an experiment with a simulated cyber-attack analysis task. Thirteen professional analysts and seventeen doctoral students specializing in cyber security are recruited. We evaluate the captured traces and the participants' feedbacks on working with ARSCA.
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ARSCA:追踪网络攻击分析认知过程的计算机工具
效率和干扰屏蔽是网络攻击分析中成功进行认知任务分析(CTA)的关键因素。为了实现这一目标,开发了一种名为ARSCA的工具,用于在网络攻击分析任务期间与分析师一起工作,并捕获他/她认知过程中的主要元素。ARSCA以一种减少分析人员所需的研究时间和工作量的方式进行过程跟踪,并且不会分散分析人员执行任务的注意力。ARSCA已在模拟网络攻击分析任务的实验中进行了测试。招收网络安全专业专业分析师13名,博士生17名。我们评估捕获的轨迹和参与者对使用ARSCA的反馈。
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