Modeling the role of generative AI in organizational privacy and security

IF 6.7 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Shweta Kumari Choudhary, Arpan Kumar Kar
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引用次数: 0

Abstract

In today's digital environment, organizations face security challenges like intentional breaches influenced by their specific policies and structures. As emerging technologies like Generative Artificial Intelligence (GAI) become more integrated into organizational processes, the adoption of GAI moderates organizational contextual conditions and rule characteristics, which affects the perceived risk of violating security rules. We extend the SOIPSV model to analyze cybersecurity practices and the strategic use of GAI in enhancing organizational resilience against security breaches. We establish the direct and moderating impacts of contextual conditions and rule characteristics, along with interactions in complex organizational cyber security. Our first study uses text mining for inferential and configurational analysis. Our second qualitative study explained the model of dynamic interplay between GAI and organizational factors. Our findings have implications for perceived risk management and managers redesigning business processes to manage security breaches.
生成式人工智能在组织隐私和安全中的作用建模
在当今的数字环境中,组织面临着安全挑战,例如受其特定策略和结构影响的故意破坏。随着像生成式人工智能(GAI)这样的新兴技术越来越多地集成到组织流程中,GAI的采用缓和了组织的上下文条件和规则特征,这些条件和规则特征会影响违反安全规则的感知风险。我们扩展了SOIPSV模型,以分析网络安全实践和GAI在增强组织抵御安全漏洞方面的战略应用。我们建立了上下文条件和规则特征的直接和调节影响,以及复杂组织网络安全中的相互作用。我们的第一项研究使用文本挖掘进行推理和配置分析。我们的第二个定性研究解释了GAI与组织因素之间动态相互作用的模型。我们的发现对感知风险管理和管理人员重新设计业务流程以管理安全漏洞具有启示意义。
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来源期刊
Decision Support Systems
Decision Support Systems 工程技术-计算机:人工智能
CiteScore
14.70
自引率
6.70%
发文量
119
审稿时长
13 months
期刊介绍: The common thread of articles published in Decision Support Systems is their relevance to theoretical and technical issues in the support of enhanced decision making. The areas addressed may include foundations, functionality, interfaces, implementation, impacts, and evaluation of decision support systems (DSSs).
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