Adamyk, Oksana, Benson, Vladlena, Adamyk, Bogdan, Al-Khateeb, Haider and Chinnaswamy, Anitha (2023). Does Artificial Intelligence Help Reduce Audit Risks? IN: 2023 13th International Conference on Advanced Computer Information Technologies, ACIT 2023 - Proceedings. 2023 13th International Conference on Advanced Computer Information Technologies, ACIT 2023 - Proceedings . POL: IEEE.
Abstract
This article aims to discover how AI-powered systems facilitate auditing, what risks emerge for AI-assisted audits and how to deal with these new risks. The paper studies the impact of cognitive computing on audit risk. AI-powered software is capable of self-learn so that it can identify patterns in data and codify them in predictions, rules and decisions. This self-learning ability can become both a benefit and, at the same time, insecurity. Although AI-self-learning helps make the process more efficient and calculations more accurate by improving the algorithm, eliminating errors and reducing risks, it creates new previously unknown threats. We discovered inherent limitations of cognitive-based technologies and risks for the audit process associated with using AI systems. We also proposed a complex security model that can reduce the uncertainty of AI-enabled audit and provides insight into future research opportunities.
Publication DOI: | https://doi.org/10.1109/ACIT58437.2023.10275661 |
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Divisions: | College of Business and Social Sciences > Aston Business School > Cyber Security Innovation (CSI) Research Centre College of Business and Social Sciences > Aston Business School > Operations & Information Management Aston University (General) |
Additional Information: | Copyright © 2023, IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. |
Event Title: | 13th International Conference on Advanced Computer Information Technologies |
Event Type: | Other |
Event Dates: | 2023-09-21 - 2023-09-23 |
Uncontrolled Keywords: | artificial intelligence,machine learning,automation,audit,risk |
Last Modified: | 18 Nov 2024 08:55 |
Date Deposited: | 01 Aug 2023 09:24 |
Full Text Link: | |
Related URLs: |
https://ieeexpl ... cument/10275661
(Publisher URL) http://www.scop ... tnerID=8YFLogxK (Scopus URL) |
PURE Output Type: | Conference contribution |
Published Date: | 2023-10-17 |
Accepted Date: | 2023-06-20 |
Authors: |
Adamyk, Oksana
Benson, Vladlena ( 0000-0001-5940-0525) Adamyk, Bogdan ( 0000-0001-5136-3854) Al-Khateeb, Haider ( 0000-0001-8944-123X) Chinnaswamy, Anitha ( 0000-0002-3817-4239) |