关于设计最佳共识与消除欺骗方案和异步更新的最佳共识
IEEE transactions on cybernetics
|December 8, 2025
概括
本研究介绍了一种消除欺骗的设计 (DED),用于对抗异步最佳共识控制系统中的虚假信息. DED确保了可靠的数据传输,并保证了即使与欺骗性代理商的共识.
科学领域:
- 控制系统工程 控制系统工程
- 游戏理论 游戏理论
- 网络安全 网络安全
背景情况:
- 非同步的最佳共识控制容易受到欺骗性代理人的虚假信息攻击.
- 在具有不可靠节点的去中心化系统中,维护数据完整性和达成共识是具有挑战性的.
研究的目的:
- 开发一种消除欺骗的设计 (DED),以在异步的最佳共识控制中抵消虚假信息.
- 确保可靠的国家信息传输和保证共识,尽管欺骗性代理.
主要方法:
- 模拟代理互动作为一个多阶段游戏,用一个"换"的规则.
- 使用矩阵属性和凸形形式设计一个虚假信息反击规则.
- 使用里卡蒂微分方程,整合因子方法和Minkowski不等式进行理论分析.
主要成果:
- 报复法则迫使欺骗性代理人传输真实状态信息.
- 反击规则防止合作特工重新使用欺骗.
- 导出了战略更新周期的明确上限,确保了异步共识.
结论:
- 拟议的DED有效地消除了异步最佳共识控制中的欺骗.
- 坚持计算的更新期,保证了系统的共识.
- 这项研究为安全的分散控制系统提供了强大的框架.
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