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
{"title":"ARSCA: a computer tool for tracing the cognitive processes of cyber-attack analysis","authors":"Chen Zhong, J. Yen, Peng Liu, R. Erbacher, Renee Etoty, C. Garneau","doi":"10.1109/COGSIMA.2015.7108193","DOIUrl":null,"url":null,"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.","PeriodicalId":373467,"journal":{"name":"2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COGSIMA.2015.7108193","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.
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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信