利用组合同态加密全面提升控制安全性

IF 3.8 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Information Security and Applications Pub Date : 2024-08-20 DOI:10.1016/j.jisa.2024.103862
Tongtong Sui , Jizhi Wang , Wen Liu , Lizhen Wang , Lingrui Kong , Yue Zhao
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引用次数: 0

摘要

同态加密是解决网络控制系统(NCS)隐私和安全问题的有效方法。由于需要根据同态性重新设计控制功能才能完成加密计算,因此要实际实现一个完全安全且高效的 NCS 非常具有挑战性。以前提出的基于同态加密的 NCS 仍然存在窃听攻击的风险。本文设计了一种组合式同态加密方案,以构建 NCS 的安全环境。该方案消除了潜在的安全隐患,全面提高了非计算机系统的安全性。它避免了对控制器和通信信道中的信息进行窃听攻击的风险。更具体地说,整个控制方案是加密的,控制器内的隐私计算也是在此基础上进行的。数据保护适用于所有传输通道,包括中间结果和控制器状态的传输。特别是,加密控制系统的计算效率很快,可用于实时控制。闭环系统的性能和稳定性得以保持。
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Comprehensively enhancing the security of control with combined homomorphic encryption

Homomorphic encryption is an effective way to address the privacy and security issues of Networked Control Systems (NCSs). Since the control function needs to be redesigned according to the homomorphism to complete encrypted computing, the practical implementation of a perfectly secure and highly efficient NCS is challenging. Previously proposed NCSs based on homomorphic encryption are still subject to the risk of eavesdropping attacks. In this paper, a combined homomorphic encryption scheme is designed to build a secure environment for NCSs. This scheme comprehensively enhances the security of NCSs by eliminating potential security hazards. The risk of eavesdropping attacks on information in the controller and communication channel is avoided. More specifically, the entire control scheme is encrypted and privacy computing within the controller is performed on this basis. Data protection is provided for all transmission channels, including the transmission of the intermediate result and controller state. In particular, the computational efficiency of the encrypted control system is fast and feasible for real-time control. The performance and stability of the closed-loop system are maintained.

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来源期刊
Journal of Information Security and Applications
Journal of Information Security and Applications Computer Science-Computer Networks and Communications
CiteScore
10.90
自引率
5.40%
发文量
206
审稿时长
56 days
期刊介绍: Journal of Information Security and Applications (JISA) focuses on the original research and practice-driven applications with relevance to information security and applications. JISA provides a common linkage between a vibrant scientific and research community and industry professionals by offering a clear view on modern problems and challenges in information security, as well as identifying promising scientific and "best-practice" solutions. JISA issues offer a balance between original research work and innovative industrial approaches by internationally renowned information security experts and researchers.
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