Proceedings of the International Conference on Advancements in Computing Technologies and Artificial Intelligence (COMPUTATIA-2025)

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Cyber-Physical Systems Security Using AI: A Comprehensive Threat Analysis and Attack Modeling

Authors
Pramod S. Aswale1, 3, *, Dipak P. Patil2
1Sandip Institute of Technology and Research Center, Nashik, India
2Sandip Institute of Engineering and Management, Nashik, India
3Department of E&TC, Amrutvahini College of Engineering, Sanagmner, India
*Corresponding author. Email: psaswale@gmail.com
Corresponding Author
Pramod S. Aswale
Available Online 19 April 2025.
DOI
10.2991/978-94-6463-700-7_8How to use a DOI?
Keywords
AI-driven Security; Attack Modelling; Cyber-physical Systems; Threat Analysis
Abstract

In the early phases of the system development life cycle, cyber threat modelling is an analytical technique that helps select security needs and detect possible risks to a system. Therefore, one of the most important tools for implementing the secure-by-design approach is threat modelling. Though widely used in software development projects, its application to cyber-physical systems still needs to be systematically developed. One of the biggest challenges facing system development teams is the intricate relationships between cyber and physical locations and how they affect the cyber threat scenario. This paper explores the intricate realm of AI-driven security for cyber-physical systems, highlighting how artificial intelligence can be utilized to safeguard these critical infrastructures against evolving threats. It will address the specific challenges of CPS security, the role AI can play in overcoming these obstacles and the practical applications of AI-enhanced security across different industries. By providing detailed analysis, case studies, and forward-thinking strategies, this piece aims to offer a thorough understanding of both the current landscape and future possibilities of AI in securing cyber-physical systems. In-depth examination of attacks using behavioural modelling is presented in this paper.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Advancements in Computing Technologies and Artificial Intelligence (COMPUTATIA-2025)
Series
Advances in Intelligent Systems Research
Publication Date
19 April 2025
ISBN
978-94-6463-700-7
ISSN
1951-6851
DOI
10.2991/978-94-6463-700-7_8How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Pramod S. Aswale
AU  - Dipak P. Patil
PY  - 2025
DA  - 2025/04/19
TI  - Cyber-Physical Systems Security Using AI: A Comprehensive Threat Analysis and Attack Modeling
BT  - Proceedings of the International Conference on Advancements in Computing Technologies and Artificial Intelligence (COMPUTATIA-2025)
PB  - Atlantis Press
SP  - 80
EP  - 99
SN  - 1951-6851
UR  - https://doi.org/10.2991/978-94-6463-700-7_8
DO  - 10.2991/978-94-6463-700-7_8
ID  - Aswale2025
ER  -