Security of Multi-Agent Cyber-Physical Systems: A Survey
Security of Multi-Agent Cyber-Physical Systems: A Survey
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DOI：
10.1109/access.2022.3223362
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发表时间：
2022
期刊：
影响因子：
3.9
通讯作者：
Richard Owoputi;Sandip Ray
中科院分区：
文献类型：
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作者：
Richard Owoputi;Sandip Ray
由于多智能体系统在几个部门的成功实施，它们正变得越来越流行。然而，有各种威胁可能会破坏代理的安全并危及系统安全。因此，在设计多智能体系统时应考虑安全问题。本综述回顾了保护多代理系统的不同模型，这些模型是基于有关代理的角色和通信的概念而开发的。本文介绍并归类了最常见的针对MASS的攻击。然后，我们研究和分析了众多文献中的安全策略，将它们归类为基于声誉和信任的预防、检测和弹性方法。最后，根据研究领域的最新进展，我们推荐了哪种安全方法是针对特定类型的攻击的最佳对策。
Multi-agent systems are becoming increasingly popular due to their successful implementation in several sectors. However, there are a variety of threats that might undermine the agent’s security and imperil system security. As a result, security concerns should be addressed during the design of multi-agent systems. This survey reviews different models for securing multi-agent systems, which were developed based on the concepts regarding the agent’s role and communications. This paper presents and categorizes the most common attacks on MASs. Then, we study and analyze numerous security strategies in the literature, classifying them as prevention, detection, and resiliency approaches based on reputation and trust. Finally, we recommend which security approach is the best countermeasure for specific types of attacks based on recent advances in the research field.