成本约束下离散事件系统的可篡改诊断性分析和可篡改检测性

IF 4.8 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Yuting Li , Christoforos N. Hadjicostis , Naiqi Wu , Zhiwu Li
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引用次数: 0

摘要

本文论述了在恶意攻击下,用非确定有限自动机建模的离散事件系统中的故障诊断和篡改检测。我们提出了一种新结构,可同时跟踪受攻击(即任意删除、插入或替换观察到的符号)的系统中发生的故障事件和篡改行为。假定每次删除、插入或替换都会给攻击者带来正成本,我们考虑了两种情况:(1) 攻击次数受限,或更广泛地说,篡改行为的总成本受限;(2) 攻击次数不受限,或更广泛地说,篡改行为的总成本不受限。本文举了几个例子来说明成本约束对容错诊断和篡改检测的影响。我们开发了一种状态隔离技术,通过外部观测器来处理故障和/或篡改行为检测问题,该观测器旨在根据给定的观测序列,将估计状态隔离在一定的状态子集内。我们还报告了一种多项式复杂性技术,用于验证容错诊断性和篡改检测性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tamper-tolerant diagnosability analysis and tampering detectability in discrete event systems under cost constraints
This paper addresses fault diagnosis and tampering detection in discrete event systems modeled with nondeterministic finite automata under malicious attacks. We propose a novel structure to simultaneously track the occurrence of fault events and tampering actions in systems compromised by attacks (i.e., by arbitrary deletions, insertions, or substitutions of observed symbols). Assuming that each deletion, insertion, or substitution bears a positive cost to the attacker, two scenarios are taken into account: (1) a bounded number of attacks or, more generally, a total cost constraint on tampering actions, and (2) an unbounded number of attacks or, more generally, no constraints on the total cost of tampering actions. Several examples are presented to demonstrate the influence of cost constraints on tamper-tolerant diagnosis and tampering detection. A state isolation technique is developed to deal with the fault and/or tampering action detection problem via an external observer that aims to isolate the estimated states within a certain subset of states based on a given sequence of observations. We also report a technique of polynomial complexity for verifying tamper-tolerant diagnosability and tampering detectability.
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来源期刊
Automatica
Automatica 工程技术-工程:电子与电气
CiteScore
10.70
自引率
7.80%
发文量
617
审稿时长
5 months
期刊介绍: Automatica is a leading archival publication in the field of systems and control. The field encompasses today a broad set of areas and topics, and is thriving not only within itself but also in terms of its impact on other fields, such as communications, computers, biology, energy and economics. Since its inception in 1963, Automatica has kept abreast with the evolution of the field over the years, and has emerged as a leading publication driving the trends in the field. After being founded in 1963, Automatica became a journal of the International Federation of Automatic Control (IFAC) in 1969. It features a characteristic blend of theoretical and applied papers of archival, lasting value, reporting cutting edge research results by authors across the globe. It features articles in distinct categories, including regular, brief and survey papers, technical communiqués, correspondence items, as well as reviews on published books of interest to the readership. It occasionally publishes special issues on emerging new topics or established mature topics of interest to a broad audience. Automatica solicits original high-quality contributions in all the categories listed above, and in all areas of systems and control interpreted in a broad sense and evolving constantly. They may be submitted directly to a subject editor or to the Editor-in-Chief if not sure about the subject area. Editorial procedures in place assure careful, fair, and prompt handling of all submitted articles. Accepted papers appear in the journal in the shortest time feasible given production time constraints.
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