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The HoneyComb Paradigm for Research on Collective Human Behavior
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对于具有不确定的通信拓的多代理系统,完全分布的安全观察和共识.
Yuqing Chen1, Huiling Xu1, Lewei Dong1
1School of Mathematics and Statistics, Nanjing University of Science and Technology, Nanjing, 210094, China.
ISA transactions
|November 23, 2023
概括
本研究涉及网络多代理系统 (MAS) 面临数据注入攻击的安全观察和共识. 一种新的策略确保了可靠的状态估计和安全的共识,尽管网络拓不确定和 fuzzy 通信.
科学领域:
- 控制系统工程 控制系统工程
- 网络系统安全 网络系统安全
- 分布式人工智能 分布式人工智能
背景情况:
- 网络多代理系统 (MAS) 面临着由于不确定的通信拓学的安全状态观察和共识方面的挑战.
- 双通道虚假数据注入 (FDI) 攻击和模糊通信使系统状态获取和共识协议设计复杂化.
研究的目的:
- 调查全分布式安全观察和MASs.共识问题.
- 制定一项战略,解决不确定的通信拓,双通道FDI攻击和模糊的通信.
主要方法:
- 设计了适应性合重量,以消除对全球拓信息的需求.
- 使用中间变量构建了一个辅助观测系统,用于同时估计状态和FDI攻击.
- 提出了一个分布式攻击补偿控制器,以确保安全的共识.
主要成果:
- 拟议的方法有效地估计了系统状态和双通道FDI攻击.
- 开发的控制器保证了MAS中代理人之间的安全共识.
- 模拟和实验验证了该策略的可行性和优越性.
结论:
- 开发的战略提供了一个强大的解决方案,在复杂的对抗条件下,在MAS中安全观察和达成共识.
- 这项工作提高了在不确定和潜在的敌对环境中运行的分布式系统的安全性和可靠性.
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