Harmonizing paradoxical tensions in SOCs: A Strategic model for integrating AI, automation, and human expertise in cyber defense and incident response

Mehdi Saadallah, Abbas Shahim, Svetlana Khapova

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

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Abstract

Security operations centers (SOCs) from public and private industries are under pressure to cope with the surge of cyberattacks, making paradoxical tensions in strategic navigation within security operations centers (SOCs) a priority. Our research advances our understanding of ambidexterity in the cybersecurity field and introduces an equilibrium path for adaptability, consistency, expediency, and authority paradoxes through the strategic integration of artificial intelligence (AI), automation, and human expertise. We developed a conceptual model that incorporates insights from the identified paradoxical tensions, cybernetic, organizational paradox, complexity, and decision-making theories, underlining the importance of leveraging technological advancements while retaining the indispensable insights of human judgment and emphasizing the iterative loop required for SOCs to adapt to new threats and maintain a consistent, authoritative approach. Our findings indicate that the dynamic equilibrium of paradoxical tensions is not a fixed state but a perpetual journey of adaptation and refinement in today's complex digital landscapes.

Original languageEnglish
Title of host publicationProceedings of the 58th Hawaii International Conference on System Sciences
EditorsTung X. Bui
PublisherUniversity of Hawaii Press
Pages6171-6180
Number of pages10
ISBN (Electronic)9780998133188
Publication statusPublished - 2025
Event58th Hawaii International Conference on System Sciences, HICSS 2025 - Honolulu, United States
Duration: 7 Jan 202510 Jan 2025

Publication series

NameProceedings of the Annual Hawaii International Conference on System Sciences
PublisherUniversity of Hawaii Press
ISSN (Print)1530-1605

Conference

Conference58th Hawaii International Conference on System Sciences, HICSS 2025
Country/TerritoryUnited States
CityHonolulu
Period7/01/2510/01/25

Bibliographical note

Publisher Copyright:
© 2025 IEEE Computer Society. All rights reserved.

Keywords

  • Artificial Intelligence
  • Automation
  • Cybernetics
  • Paradoxical Tensions
  • Security Operations Centers

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