网络物理系统可靠性分析中多边随机攻击的新型概率模型

IF 2.2 3区 工程技术 Q3 ENGINEERING, INDUSTRIAL
Jiayue Huang, Jianfeng Yang, Zhoutao Zheng, Zhengxia Qiu
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引用次数: 0

摘要

网络物理系统(CPS)处于信息技术与物理操作交叉的最前沿,为通信、自动化、控制和智能交通等行业带来了革命性的变化。然而,评估 CPS 的可靠性,尤其是在存在多边随机攻击的情况下,是一项复杂的挑战。本文介绍了一种创造性的概率建模方法,以加强对多边随机攻击影响下 CPS 可靠性的分析。我们概述了 CPS 的基本概念及其在现代社会中的重要作用,然后全面探讨了多边随机攻击。我们提出了新颖的概率建模方法,以此来提高面对多边随机攻击时 CPS 可靠性评估的准确性和稳健性。数值实验和模拟验证了我们创新方法的有效性,强调了它在加强网络物理系统可靠性方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel probabilistic modeling for multilateral random attacks in cyber‐physical system reliability analysis
Cyber‐Physical Systems (CPS) are at the forefront of the intersection between information technology and physical operations, revolutionizing industries such as communication, automation, control, and intelligent transportation. However, evaluating the reliability of CPS, especially in the presence of multilateral random attacks, poses a complex challenge. This paper introduces an inventive probabilistic modeling approach to enhance the analysis of CPS reliability under the influence of multilateral random attacks. We provide an overview of fundamental CPS concepts and their significant role in modern society, followed by a comprehensive exploration of multilateral random attacks. Our novel probabilistic modeling approach is presented as a means to improve the accuracy and robustness of CPS reliability assessments when faced with multilateral random attacks. Numerical experiments and simulations validate the effectiveness of our innovative approach, emphasizing its potential to fortify the reliability of Cyber‐Physical Systems.
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来源期刊
CiteScore
4.90
自引率
21.70%
发文量
181
审稿时长
6 months
期刊介绍: Quality and Reliability Engineering International is a journal devoted to practical engineering aspects of quality and reliability. A refereed technical journal published eight times per year, it covers the development and practical application of existing theoretical methods, research and industrial practices. Articles in the journal will be concerned with case studies, tutorial-type reviews and also with applications of new or well-known theory to the solution of actual quality and reliability problems in engineering. Papers describing the use of mathematical and statistical tools to solve real life industrial problems are encouraged, provided that the emphasis is placed on practical applications and demonstrated case studies. The scope of the journal is intended to include components, physics of failure, equipment and systems from the fields of electronic, electrical, mechanical and systems engineering. The areas of communications, aerospace, automotive, railways, shipboard equipment, control engineering and consumer products are all covered by the journal. Quality and reliability of hardware as well as software are covered. Papers on software engineering and its impact on product quality and reliability are encouraged. The journal will also cover the management of quality and reliability in the engineering industry. Special issues on a variety of key topics are published every year and contribute to the enhancement of Quality and Reliability Engineering International as a major reference in its field.
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