Attack-Resilient Supervisory Control of Discrete-Event Systems: A Finite-State Transducer Approach

Yu Wang;Alper Kamil Bozkurt;Nathan Smith;Miroslav Pajic
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引用次数: 2

Abstract

Resilience to sensor and actuator attacks is a major concern in the supervisory control of discrete events in cyber-physical systems (CPS). In this work, we propose a new framework to design supervisors for CPS under attacks using finite-state transducers (FSTs) to model the effects of the discrete events. FSTs can capture a general class of regular-rewriting attacks in which an attacker can nondeterministically rewrite sensing/actuation events according to a given regular relation. These include common insertion, deletion, event-wise replacement, and finite-memory replay attacks. We propose new theorems and algorithms with polynomial complexity to design resilient supervisors against these attacks. We also develop an open-source tool in Python based on the results and illustrate its applicability through a case study.
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离散事件系统的攻击弹性监督控制:一种有限状态转换器方法
传感器和执行器攻击的弹性是网络物理系统(CPS)中离散事件监督控制中的一个主要问题。在这项工作中,我们提出了一个新的框架,使用有限状态转换器(FST)对离散事件的影响进行建模,为受攻击的CPS设计监控器。FST可以捕获一类一般的规则重写攻击,其中攻击者可以根据给定的规则关系不确定性地重写感测/驱动事件。这些攻击包括常见的插入、删除、事件替换和有限内存重放攻击。我们提出了多项式复杂度的新定理和算法来设计针对这些攻击的弹性监管器。我们还根据研究结果开发了一个Python开源工具,并通过案例研究说明了其适用性。
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Erratum to “Learning to Boost the Performance of Stable Nonlinear Systems” Generalizing Robust Control Barrier Functions From a Controller Design Perspective 2024 Index IEEE Open Journal of Control Systems Vol. 3 Front Cover Table of Contents
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