AI potentiality and awareness: A position paper from the perspective of human-AI teaming in cybersecurity

Author Identifier

Iqbal H. Sarker: https://orcid.org/0000-0003-1740-5517

Helge Janicke: https://orcid.org/0000-0002-1345-2829

Document Type

Conference Proceeding

Publication Title

Lecture Notes in Networks and Systems

Volume

874 LNNS

First Page

140

Last Page

149

Publisher

Springer

School

Security Research Institute

Funders

Cyber Security Research Centre Limited / Australian Government’s Cooperative Research Centres Program

Comments

Sarker, I. H., Janicke, H., Mohammad, N., Watters, P., & Nepal, S. (2023, October). AI potentiality and awareness: a position paper from the perspective of human-AI teaming in cybersecurity. In International Conference on Intelligent Computing & Optimization (pp. 140-149). Cham: Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-50887-5_14

Abstract

This position paper explores the broad landscape of AI potentiality in the context of cybersecurity, with a particular emphasis on its possible risk factors with awareness, which can be managed by incorporating human experts in the loop, i.e., “Human-AI” teaming. As artificial intelligence (AI) technologies advance, they will provide unparalleled opportunities for attack identification, incident response, and recovery. However, the successful deployment of AI into cybersecurity measures necessitates an in-depth understanding of its capabilities, challenges, and ethical and legal implications to handle associated risk factors in real-world application areas. Towards this, we emphasize the importance of a balanced approach that incorporates AI’s computational power with human expertise. AI systems may proactively discover vulnerabilities and detect anomalies through pattern recognition, and predictive modeling, significantly enhancing speed and accuracy. Human experts can explain AI-generated decisions to stakeholders, regulators, and end-users in critical situations, ensuring responsibility and accountability, which helps establish trust in AI-driven security solutions. Therefore, in this position paper, we argue that human-AI teaming is worthwhile in cybersecurity, in which human expertise such as intuition, critical thinking, or contextual understanding is combined with AI’s computational power to improve overall cyber defenses.

DOI

10.1007/978-3-031-50887-5_14

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