Integrating Generative AI in Cybersecurity: A Sensemaking Perspective

This study explores the sensemaking processes of cybersecurity professionals as they engage with Generative Artificial Intelligence (GenAI), such as ChatGPT, within their operational environments. Recognizing the high-stakes and adversarial nature of cybersecurity work, we investigate how these professionals interpret and operationalize GenAI technologies, contributing to both cybersecurity practice and the development of GenAI tools. Utilizing a qualitative content analysis (QCA) of data from Reddit forums and YouTube panel discussions, we identify five distinct forms of sensemaking: operational, interactive, experiential, visionary, and cognitive. These forms, evoked in a cyclical process, follow the phases of change, enactment, selection, and retention. Our findings advance the understanding of professional sensemaking in the context of rapidly evolving technologies, offering a socio-technical perspective on the integration of GenAI in cybersecurity operations.

Publication Details

Journal
Journal of the Association for Information Systems
Published
2024-12-15
Primary Topic
Meteorological Phenomena and Simulations
Type
article
Field-Weighted Citation Impact
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article

Integrating Generative AI in Cybersecurity: A Sensemaking Perspective

Journal of the Association for Information Systems
Meteorological Phenomena and Simulations
article

Integrating Generative AI in Cybersecurity: A Sensemaking Perspective

article en

Abstract

This study explores the sensemaking processes of cybersecurity professionals as they engage with Generative Artificial Intelligence (GenAI), such as ChatGPT, within their operational environments. Recognizing the high-stakes and adversarial nature of cybersecurity work, we investigate how these professionals interpret and operationalize GenAI technologies, contributing to both cybersecurity practice and the development of GenAI tools. Utilizing a qualitative content analysis (QCA) of data from Reddit forums and YouTube panel discussions, we identify five distinct forms of sensemaking: operational, interactive, experiential, visionary, and cognitive. These forms, evoked in a cyclical process, follow the phases of change, enactment, selection, and retention. Our findings advance the understanding of professional sensemaking in the context of rapidly evolving technologies, offering a socio-technical perspective on the integration of GenAI in cybersecurity operations.

Journal of the Association for Information Systems
Openalex Percentile: Top 49%
Meteorological Phenomena and Simulations
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Integrating Generative AI in Cybersecurity: A Sensemaking Perspective · Journal of the Association for Information Systems (2024) | TGRS Research Map | TGRS