Multi-agent cyberphysical systems enable new capabilities in efficiency, resilience, and security. The unique characteristics of these systems prompt a reevaluation of their security concepts, including their vulnerabilities, and mechanisms to mitigate these vulnerabilities. This survey paper examines how advancement in wireless networking, coupled with the sensing and computing in cyberphysical systems, can foster novel security capabilities. This study delves into three main themes related to securing multi-agent cyberphysical systems. First, we discuss the threats that are particularly relevant to multi-agent cyberphysical systems given the potential lack of trust between agents. Second, we present prospects for sensing, contextual awareness, and authentication, enabling the inference and measurement of ``inter-agent trust" for these systems. Third, we elaborate on the application of quantifiable trust notions to enable ``resilient coordination," where ``resilient" signifies sustained functionality amid attacks on multiagent cyberphysical systems. We refer to the capability of cyberphysical systems to self-organize, and coordinate to achieve a task as autonomy. This survey unveils the cyberphysical character of future interconnected systems as a pivotal catalyst for realizing robust, trust-centered autonomy in tomorrow's world.
翻译:多智能体网络物理系统在效率、韧性和安全性方面展现出新的能力。这些系统的独特特性促使我们重新审视其安全概念,包括其脆弱性及缓解这些脆弱性的机制。本综述论文探讨了无线网络技术的进步,结合网络物理系统中的传感与计算能力,如何催生新型安全机制。研究深入探讨了与保护多智能体网络物理系统相关的三大主题。首先,我们讨论了因智能体间潜在信任缺失而特别相关的威胁。其次,我们提出了利用传感、情境感知和身份验证的前景,使得能够推断和度量这些系统中的“智能体间信任”。第三,我们详细阐述了可量化信任概念在实现“韧性协调”中的应用,其中“韧性”指在多智能体网络物理系统遭受攻击时维持功能的能力。我们将网络物理系统为实现任务而自我组织和协调的能力称为自主性。本综述揭示了未来互联系统的网络物理特性是推动构建强大、以信任为中心的自主性的关键催化剂。