A Systematic Review on Game-Theoretic Models and Different Types of Security Requirements in Cloud Environment: Challenges and Opportunities

IF 9.7 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Archives of Computational Methods in Engineering Pub Date : 2024-04-01 DOI:10.1007/s11831-024-10095-6
Komal Singh Gill, Anju Sharma, Sharad Saxena
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Abstract

The presented survey paper explores the application of game theoretic models for addressing security challenges in cloud computing environments. It highlights the significance of cloud computing as an integral part of modern technology due to its accessibility, scalability, and cost-effectiveness. However, the paper acknowledges that security issues pose a considerable concern in cloud computing, surpassing the effectiveness of traditional security measures. To overcome these challenges, the paper focuses on game theory as a valuable framework for modeling security scenarios by considering strategic interactions among multiple parties with conflicting interests. By analyzing existing research, the presented paper investigates the practical utilization of game theoretic models to enhance security in real-world cloud computing environments. The findings suggest that while game theory holds promise in offering effective security solutions, further research is imperative to address the practical limitations of these models in the context of cloud computing.

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关于云环境中游戏理论模型和不同类型安全要求的系统综述:挑战与机遇
本调查报告探讨了如何应用博弈论模型来应对云计算环境中的安全挑战。论文强调了云计算作为现代技术不可分割的一部分所具有的重要意义,因为它具有可访问性、可扩展性和成本效益。不过,本文也承认,安全问题是云计算中一个相当令人担忧的问题,其严重性超过了传统安全措施的有效性。为了克服这些挑战,本文将博弈论作为一个有价值的框架,通过考虑具有利益冲突的多方之间的战略互动来模拟安全场景。通过分析现有研究,本文研究了如何实际利用博弈论模型来增强现实世界云计算环境中的安全性。研究结果表明,虽然博弈论有望提供有效的安全解决方案,但要解决这些模型在云计算环境中的实际局限性,进一步的研究势在必行。
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来源期刊
CiteScore
19.80
自引率
4.10%
发文量
153
审稿时长
>12 weeks
期刊介绍: Archives of Computational Methods in Engineering Aim and Scope: Archives of Computational Methods in Engineering serves as an active forum for disseminating research and advanced practices in computational engineering, particularly focusing on mechanics and related fields. The journal emphasizes extended state-of-the-art reviews in selected areas, a unique feature of its publication. Review Format: Reviews published in the journal offer: A survey of current literature Critical exposition of topics in their full complexity By organizing the information in this manner, readers can quickly grasp the focus, coverage, and unique features of the Archives of Computational Methods in Engineering.
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