面向可重构智能表面赋能 6G 的物理层安全系统调查

IF 4.8 2区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS Computers & Security Pub Date : 2024-09-04 DOI:10.1016/j.cose.2024.104100
Shunliang Zhang, Weiqing Huang, Yinlong Liu
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引用次数: 0

摘要

根据设想,6G 系统将支持对质量和安全性有不同要求的各种新应用。为了满足多样化的严格要求,人们对可重构智能表面(RIS)作为 6G 使能技术进行了广泛研究。RIS 可用于确保通信安全和提高系统性能,但也会带来新的安全威胁。由于无线信道的开放性、智能无线电环境、动态网络拓扑和对抗性机器学习(ML),6G 将面临各种前所未有的安全威胁。鉴于对服务质量(QoS)、安全性和大规模低成本物联网(IoT)设备的严格要求,利用无线信道的随机性和/或硬件固有缺陷的物理层安全(PLS)成为确保无线通信安全的一种补充方法。同时,人工智能(AI)的快速发展促进了智能 PLS 解决方案和智能攻击的发展。本文从防御和进攻两个角度对基于 RIS 的 6G 系统的 PLS 进行了全面概述。我们首先介绍了支持 RIS 的 6G 智能无线电环境的愿景。然后,分析了基于 RIS 的 6G 的典型安全风险和要求。之后,介绍了 PLS 的最新技术。随后,系统回顾了面向 RIS 的物理层安全解决方案的主要学术著作。此外,还深入讨论了基于对抗性 RIS 攻击的最新研究。最后,我们确定了多个开放性问题和研究机会,以激励进一步研究更智能的 PLS,确保支持 RIS 的 6G 系统的安全。
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A systematic survey on physical layer security oriented to reconfigurable intelligent surface empowered 6G

The 6G system is envisioned to support various new applications with diverse requirements in terms of quality and security. To fulfill diverse and stringent requirements, reconfigurable intelligent surfaces (RIS) have been extensively studied as a 6G enabling technology. RIS can be used to secure communications and boost the system performance, but it leads to new security threats as well. Due to the open nature of the wireless channel, smart radio environment, dynamic network topology, and adversarial machine learning (ML), 6G will face various unprecedented security threats. Given stringent requirements on quality of service (QoS), security, and massive low-cost Internet of Thing (IoT) devices, physical layer security (PLS) by exploiting the random nature of the wireless channel and/or intrinsic hardware imperfection emerges as a complementary approach to secure wireless communications. Meanwhile, the rapid development of artificial intelligence (AI) promotes the development of intelligent PLS solutions and smart attacks. In this paper, we make a comprehensive overview of PLS for RIS-based 6G systems from both defensive and offensive perspectives. We first introduce the vision of the RIS-enabled 6G smart radio environment. Then, typical security risks and requirements on RIS-based 6G are analyzed. After that, the state-of-the-art techniques on PLS are presented. Subsequently, major academic works on the physical layer security solution oriented to RIS are systematically reviewed. Moreover, the latest studies on attacks based on adversarial RIS are discussed in depth. Finally, we identify multiple open issues and research opportunities to inspire further studies for more intelligent PLS to secure the RIS-enabled 6G system.

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来源期刊
Computers & Security
Computers & Security 工程技术-计算机:信息系统
CiteScore
12.40
自引率
7.10%
发文量
365
审稿时长
10.7 months
期刊介绍: Computers & Security is the most respected technical journal in the IT security field. With its high-profile editorial board and informative regular features and columns, the journal is essential reading for IT security professionals around the world. Computers & Security provides you with a unique blend of leading edge research and sound practical management advice. It is aimed at the professional involved with computer security, audit, control and data integrity in all sectors - industry, commerce and academia. Recognized worldwide as THE primary source of reference for applied research and technical expertise it is your first step to fully secure systems.
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