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Explainable Artificial Intelligence as a Cybersecurity Aid

Explainable Artificial Intelligence as a Cybersecurity Aid

Ruchi Doshi, Kamal Kant Hiran
Copyright: © 2024 |Pages: 16
ISBN13: 9781668463611|ISBN10: 166846361X|ISBN13 Softcover: 9781668463628|EISBN13: 9781668463635
DOI: 10.4018/978-1-6684-6361-1.ch003
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MLA

Doshi, Ruchi, and Kamal Kant Hiran. "Explainable Artificial Intelligence as a Cybersecurity Aid." Advances in Explainable AI Applications for Smart Cities, edited by Mangesh M. Ghonge, et al., IGI Global, 2024, pp. 98-113. https://doi.org/10.4018/978-1-6684-6361-1.ch003

APA

Doshi, R. & Hiran, K. K. (2024). Explainable Artificial Intelligence as a Cybersecurity Aid. In M. Ghonge, N. Pradeep, N. Jhanjhi, & P. Kulkarni (Eds.), Advances in Explainable AI Applications for Smart Cities (pp. 98-113). IGI Global. https://doi.org/10.4018/978-1-6684-6361-1.ch003

Chicago

Doshi, Ruchi, and Kamal Kant Hiran. "Explainable Artificial Intelligence as a Cybersecurity Aid." In Advances in Explainable AI Applications for Smart Cities, edited by Mangesh M. Ghonge, et al., 98-113. Hershey, PA: IGI Global, 2024. https://doi.org/10.4018/978-1-6684-6361-1.ch003

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Abstract

Within the span of just a few short years, artificial intelligence (AI) methods have spread across every facet of modern society. Even though AI models produce results, those results are often not easily explicable. XAI, or “explainable artificial intelligence,” is a rapidly expanding area of study that aims to maximise the clarity of data extraction and visualisation processes. At the heart of the current investigation is an examination of the connections between cybersecurity and the application of XAI. The increasingly sophisticated and automated nature of attacks necessitates similarly mechanised approaches to defence. Due to its unique characteristics, XAI is suitable for this purpose. Cybersecurity is the practise of safeguarding computer systems, networks, and software from intrusion. An enormous amount of hope rests on the shoulders of XAI for foreseeing such assaults.

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