Obfuscation mechanism for simultaneous public event information release and private event information hiding in discrete event systems

IF 8.1 1区 计算机科学 0 COMPUTER SCIENCE, INFORMATION SYSTEMS
Wei Duan , Christoforos N. Hadjicostis , Zhiwu Li
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引用次数: 0

Abstract

In this paper, we study the problem of simultaneous public event information release and private event information hiding in discrete event systems modeled by partially observed non-deterministic finite automata, where the public and private event information is respectively defined as unobservable fault and secret events. The notion of D-C-compossibility is introduced to characterize whether a system simultaneously conceals the occurrences of secret events while releasing the occurrences of fault events. When such a property does not hold, we investigate its enforcement through a defensive function. This function takes each observable event of a system as input and generates a suitably modified event sequence at the system's output using event deletion, insertion, or substitution. Specifically, our focus is on prioritizing the concealment of the secret events while maximizing the detection of the fault events through the use of defensive functions. The notion of D-C-enforceability that refers to the capability of a defensive function to employ a strategy for manipulating observations of a system to enforce D-C-compossibility is proposed. That is, a D-C-enforcing defensive function ensures that all occurrences of fault events can be revealed while concealing all occurrences of secret events. A D-C-diagnoser construction is proposed to enumerate all feasible defensive actions following system behavior. By taking advantage of the D-C-diagnoser, we obtain a necessary and sufficient condition for D-C-enforceability, along with a corresponding obfuscation strategy for defensive functions.
离散事件系统中同时发布公共事件信息和隐藏私人事件信息的混淆机制
本文研究了部分观测非确定有限自动机建模的离散事件系统中同时发布公共事件信息和隐藏私人事件信息的问题,其中公共事件信息和私人事件信息分别定义为不可观测的故障事件和秘密事件。我们引入了 D-C-compossibility 概念来描述一个系统是否同时隐藏秘密事件的发生和释放故障事件的发生。当这种特性不成立时,我们通过防御函数来研究其执行情况。该函数将系统的每个可观测事件作为输入,并通过删除、插入或替换事件,在系统输出端生成一个经过适当修改的事件序列。具体来说,我们的重点是通过使用防御函数,在最大限度地检测故障事件的同时,优先隐藏秘密事件。我们提出了 D-C-enforceability 概念,指的是防御函数采用策略操纵系统观测结果以执行 D-C-compossibility 的能力。也就是说,一个 D-C 强制防御函数能确保所有故障事件的发生都能被揭示,同时隐藏所有秘密事件的发生。本文提出了一种 D-C 诊断器构造,用于根据系统行为枚举所有可行的防御行动。利用 D-C 诊断器,我们获得了 D-C 可执行性的必要条件和充分条件,以及相应的防御函数混淆策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Information Sciences
Information Sciences 工程技术-计算机:信息系统
CiteScore
14.00
自引率
17.30%
发文量
1322
审稿时长
10.4 months
期刊介绍: Informatics and Computer Science Intelligent Systems Applications is an esteemed international journal that focuses on publishing original and creative research findings in the field of information sciences. We also feature a limited number of timely tutorial and surveying contributions. Our journal aims to cater to a diverse audience, including researchers, developers, managers, strategic planners, graduate students, and anyone interested in staying up-to-date with cutting-edge research in information science, knowledge engineering, and intelligent systems. While readers are expected to share a common interest in information science, they come from varying backgrounds such as engineering, mathematics, statistics, physics, computer science, cell biology, molecular biology, management science, cognitive science, neurobiology, behavioral sciences, and biochemistry.
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