软件复兴的开闭环预测控制策略

IF 5.4 2区计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

IEEE Transactions on Emerging Topics in Computing Pub Date : 2024-10-22 DOI:10.1109/TETC.2024.3481997

Teresa Arauz;José M. Maestre;Paula Chanfreut;Daniel E. Quevedo;Eduardo F. Camacho

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引用次数: 0

摘要

软件复兴是一种网络防御机制，它定期重置系统的控制软件，以限制网络攻击的影响。我们提出了开环和闭环基于树的模型预测控制器来明确地解释软件刷新事件和网络攻击。通过模拟微电网作为案例研究和不同类型攻击的随机测试，说明了所提出方法的优点。

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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Open and Closed-Loop Predictive Control Strategies for Software Rejuvenation

Software rejuvenation is a cyberdefense mechanism that periodically resets the control software of a system to limit the impact of cyberattacks. We propose open and closed-loop tree-based model predictive controllers to explicitly account for the software refresh events and the cyberattacks. The benefits of the proposed methods are illustrated using a simulated microgrid as a case study and randomized tests with different types of attacks.

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来源期刊

IEEE Transactions on Emerging Topics in Computing Computer Science-Computer Science (miscellaneous)

CiteScore

12.10

自引率

5.10%

发文量

113

期刊介绍： IEEE Transactions on Emerging Topics in Computing publishes papers on emerging aspects of computer science, computing technology, and computing applications not currently covered by other IEEE Computer Society Transactions. Some examples of emerging topics in computing include: IT for Green, Synthetic and organic computing structures and systems, Advanced analytics, Social/occupational computing, Location-based/client computer systems, Morphic computer design, Electronic game systems, & Health-care IT.