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A Cybersecurity Framework for Wireless-Controlled Smart Buildings Ⅰ: Two-Position Control

机译:无线控制智能建筑的网络安全框架Ⅰ:双位置控制

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摘要

Due to the rapid development of telecommunication and network technology, wireless devices and systems (e.g., Siemens, Lutron, etc.) have more and more market share in residential and commercial buildings because of their many advantages such as easy deployment and maintenance. The wireless systems are open and flexible, but vulnerable to cyber-attacks since the data packets are transmitted by radio waves rather than by physical medium. The current cybersecurity system (e.g., Intrusion detection system) examines the data traffic to identify the anomalies in the network. However, it is unable to detect the attacks that tamper with the control logic or operating data, which results in the malfunction of the system. The project aims to cover the gap by developing an integrated cyber-physical security framework for detecting cyber-attacks in buildings. The paper reports the framework developed for a twoposition controlled wireless system. The testbed for the study used is a wireless-based lighting system, which consists of a wireless occupancy sensor, an actuator for the light switch, and an open-source operating platform for system control and monitor. The data transmission over the wireless network collected by a sniffing device showed the unique characteristics (a cluster of data with a unique pattern) related to the status of the devices in the system. The developed framework examines cyber data transmission by using a finite state machine model to identify anomalous operations. The finite state machine model can use the cyber data (data transmission) to interrelate / map cyber information (unique clusters) with physical system status and control to identify the operation of the system in normal or abnormal conditions. The developed framework successfully and effectively detected a cyber-attack tested in the two-position testbed. The paper provides the details of the cyber information on the wireless network, classification of packets for the status, and the integration of a cyber and physical model, the finite state machine model, and the cyber-attack test and validation.
机译:由于电信和网络技术的快速发展,无线设备和系统(例如,西门子,卢龙等)由于其易于部署和维护等优点,因此在住宅和商业建筑中具有越来越多的市场份额。无线系统是开放且灵活的,但易于网络攻击,因为数据分组由无线电波而不是物理介质传输。目前的网络安全系统(例如,入侵检测系统)检查数据流量以识别网络中的异常。但是,它无法检测到使用控制逻辑或操作数据篡改的攻击,这导致系统的故障。该项目旨在通过开发用于检测建筑物中的网络攻击的综合网络实物安全框架来涵盖差距。本文报告了为零点控制无线系统开发的框架。用于研究的测试平台是一种基于无线的照明系统,由无线占用传感器,用于灯开关的执行器,以及用于系统控制和监视器的开源操作平台。由嗅探设备收集的无线网络上的数据传输显示出与系统中设备的状态相关的唯一特征(具有唯一模式的数据集群)。开发框架通过使用有限状态机模型来识别异常操作来检查网络数据传输。有限状态机模型可以使用网络数据(数据传输)与物理系统状态和控制以相互关联/映射网络信息(唯一集群),以便在正常或异常条件下识别系统的操作。开发的框架成功且有效地检测到在两位测试台上测试的网络攻击。本文提供了关于无线网络的网络信息的细节,数据包的分类,以及网络和物理模型的集成,有限状态机模型和网络攻击测试和验证。

著录项

  • 来源
    《ASHRAE Transactions》 |2020年第1期|412-420|共9页
  • 作者

    Feng Wu; Ming Qu;

  • 作者单位

    Department of Civil Engineering Purdue University West Lafayette IN;

    Department of Civil Engineering Purdue University West Lafayette IN;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-18 21:40:47

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