How Physicality Enables Trust: A New Era of Trust-Centered Cyberphysical Systems

Gil, Stephanie, Yemini, Michal, Chorti, Arsenia, Nedić, Angelia, Poor, H. Vincent, Goldsmith, Andrea J.
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Abstract

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.
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物理如何实现信任:以信任为中心的网络物理系统的新时代
多代理网络物理系统实现了效率、弹性和安全性方面的新功能。这些系统的独特特性促使人们重新评估它们的安全概念,包括它们的漏洞,以及减轻这些漏洞的机制。这篇调查报告探讨了无线网络的进步,加上网络物理系统中的传感和计算,如何促进新的安全能力。本研究深入探讨了与保护多代理网络物理系统相关的三个主要主题。首先,考虑到代理之间可能缺乏信任,我们讨论了与多代理网络物理系统特别相关的威胁。其次,我们提出了感知、上下文感知和身份验证的前景,使这些系统能够推断和测量“代理间信任”。第三,我们详细阐述了可量化信任概念的应用,以实现“弹性协调”,其中“弹性”表示在对多代理网络物理系统的攻击中持续的功能。我们将网络物理系统自组织、协调以完成任务的能力称为自主性。这项调查揭示了未来互联系统的网络物理特征,作为实现未来世界中强大的、以信任为中心的自治的关键催化剂。
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