Artificial intelligence (AI) will play an increasing role in cellular network deployment, configuration and management. This paper examines the security implications of AI-driven 6G radio access networks (RANs). While the expected timeline for 6G standardization is still several years out, pre-standardization efforts related to 6G security are already ongoing and will benefit from fundamental and experimental research. The Open RAN (O-RAN) describes an industry-driven open architecture and interfaces for building next generation RANs with AI control. Considering this architecture, we identify the critical threats to data driven network and physical layer elements, the corresponding countermeasures, and the research directions.
翻译:人工智能(AI)将在蜂窝网络的部署、配置和管理中发挥越来越大的作用。本文件审查了AI驱动的6G无线电接入网络的安全影响。虽然6G标准化的预期时间表还剩数年时间,但与6G安全有关的标准化前工作已经持续进行,并将受益于基础和实验研究。Open RAN(O-RAN)描述了由产业驱动的开放架构和接口,用于在AI控制下建造下一代RAN。我们考虑到这一架构,我们确定了数据驱动的网络和物理层要素、相应的应对措施和研究方向所面临的重大威胁。