网络安全威胁与组织响应:文本分析和面板回归

IF 1.7 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
A. Jeyaraj, A. Zadeh, V. Sethi
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引用次数: 2

摘要

本研究探讨了组织所面临的网络安全威胁与计划的网络安全响应之间的关系。本研究将网络安全威胁分为四种类型——物理威胁、人员威胁、通信和数据威胁以及运营威胁——研究了组织对此类威胁的反应。使用从87个组织发布的10-K报告中收集的网络安全威胁和响应的文本数据,进行主题建模以评估威胁和响应。拟合主题权重的截面时间序列回归模型表明,网络安全响应受网络安全威胁的影响,超出了时间不变的控制变量和周期变量。具体而言,物理威胁和业务威胁影响了技术反应;物理威胁、通信和数据威胁以及业务威胁影响了非技术对策;人员威胁影响了整体反应。讨论了对研究和实践的启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cybersecurity Threats and Organisational Response: Textual Analysis and Panel Regression
ABSTRACT This study examines the relationship between cybersecurity threats faced and cybersecurity response planned by organisations. Classifying cybersecurity threats into four types – physical threats, personnel threats, communication and data threats, and operational threats – this study examines organisational responses to such threats. Using textual data on cybersecurity threats and response gathered from the 10-K reports published by 87 organisations, topic modelling was conducted to assess the threats and response. A cross-sectional time-series regression model fitted on the topic weights showed that cybersecurity response was influenced by cybersecurity threats, beyond the time-invariant control and period variables. Specifically, physical threats and operational threats influenced the technical response; physical threats, communication and data threats, and operational threats influenced the non-technical response; and personnel threats influenced the overall response. Implications for research and practice are discussed.
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来源期刊
Journal of Business Analytics
Journal of Business Analytics Business, Management and Accounting-Management Information Systems
CiteScore
2.50
自引率
0.00%
发文量
13
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