论文标题

BLC:网络物理系统中基于大脑的分布式控制安全性

BLCS: Brain-Like based Distributed Control Security in Cyber Physical Systems

论文作者

Yang, Hui, Zhan, Kaixuan, Kadoch, Michel, Liang, Yongshen, Cheriet, Mohamed

论文摘要

网络物理系统(CPS)已通过行业4.0应用的计算和通信核心集成的物理系统运行,控制和协调物理系统。为了适应CPS服务,雾无线电和光网络(F-RON)已成为重要的支持物理网络基础架构,利用了无线技术的固有无限性和大量光网络的能力。但是,网络安全是CPS方案中最大的问题,因为在F-RON中,安全控制与隐私暴露之间存在权衡。为了解决这个问题,我们通过引入类似大脑的安全性(BLS)方案提出了CPS中F-RON的基于大脑的分布式控制安全性(BLCS)体系结构。在分布式计算和通信的情况下,BLC可以在分散的F-RON方案中完成三方控制器验证之间的安全跨域控制,这无需披露每个域针对网络攻击的私人信息。 BLS利用信息的一部分来通过关系网络和行为库的深入学习来执行控制识别。说明了BLCS体系结构的功能模块,包括各种控制器和类似大脑的知识库。描述了基于BLS的分布式控制安全模式中的互助过程。在软件定义的网络测试中,根据平均不信任率,路径供应延迟,数据包丢失概率和阻止概率,对体系结构的总体可行性和效率进行了实验验证。根据测试床获得并解剖仿真结果。

Cyber-physical system (CPS) has operated, controlled and coordinated the physical systems integrated by a computing and communication core applied in industry 4.0. To accommodate CPS services, fog radio and optical networks (F-RON) has become an important supporting physical cyber infrastructure taking advantage of both the inherent ubiquity of wireless technology and the large capacity of optical networks. However, cyber security is the biggest issue in CPS scenario as there is a tradeoff between security control and privacy exposure in F-RON. To deal with this issue, we propose a brain-like based distributed control security (BLCS) architecture for F-RON in CPS, by introducing a brain-like security (BLS) scheme. BLCS can accomplish the secure cross-domain control among tripartite controllers verification in the scenario of decentralized F-RON for distributed computing and communications, which has no need to disclose the private information of each domain against cyber-attacks. BLS utilizes parts of information to perform control identification through relation network and deep learning of behavior library. The functional modules of BLCS architecture are illustrated including various controllers and brain-like knowledge base. The interworking procedures in distributed control security modes based on BLS are described. The overall feasibility and efficiency of architecture are experimentally verified on the software defined network testbed in terms of average mistrust rate, path provisioning latency, packet loss probability and blocking probability. The emulation results are obtained and dissected based on the testbed.

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