使用物理层密钥生成保护下一代网络:综述

Qingjiang Xiao, J. Zhao, Sheng Feng, Guyue Li, A. Hu
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引用次数: 0

摘要

随着下一代通信网络(nexg)的发展,接入网络的设备越来越多,信息量也在爆炸式增长。然而,随着需要保密传输和存储在网络中的敏感数据的增加,无线网络的安全风险进一步放大。物理层密钥生成(physical layer key generation, PKG)以其可靠的信息论安全性证明、易于实现和成本低等优点在安全研究中受到了广泛的关注。然而,PKG在NextG网络中的应用仍处于初步探索阶段。因此,我们对现有的研究进行了综述,并讨论了(1)PKG相对于加密方案的性能优势;(2)PKG的原理和过程,以及在以往网络环境下的研究进展;(3)PKG在NextG通信网络中的新应用场景和发展潜力,特别是分析了PKG在大规模多输入多输出(MIMO)、可重构智能表面(RISs)、人工智能(AI)网络、综合空-地网络和量子通信。此外,我们还总结了存在的问题,并对PKG在NextG网络中的发展趋势提供了新的见解。
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Securing NextG Networks with Physical-Layer Key Generation: A Survey
As the development of next-generation (NextG) communication networks continues, tremendous devices are accessing the network and the amount of information is exploding. However, with the increase of sensitive data that requires confidentiality to be transmitted and stored in the network, wireless network security risks are further amplified. Physical-layer key generation (PKG) has received extensive attention in security research due to its solid information-theoretic security proof, ease of implementation, and low cost. Nevertheless, the applications of PKG in the NextG networks are still in the preliminary exploration stage. Therefore, we survey existing research and discuss (1) the performance advantages of PKG compared to cryptography schemes, (2) the principles and processes of PKG, as well as research progresses in previous network environments, and (3) new application scenarios and development potential for PKG in NextG communication networks, particularly analyzing the effect and prospects of PKG in massive multiple-input multiple-output (MIMO), reconfigurable intelligent surfaces (RISs), artificial intelligence (AI) enabled networks, integrated space-air-ground network, and quantum communication. Moreover, we summarize open issues and provide new insights into the development trends of PKG in NextG networks.
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