当前位置: X-MOL 学术IEEE Netw. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Research Challenges and Security Threats to AI-Driven 5G Virtual Emotion Applications Using Autonomous Vehicles, Drones, and Smart Devices
IEEE NETWORK ( IF 9.3 ) Pub Date : 2020-10-12 , DOI: 10.1109/mnet.011.2000245
Hyunbum Kim , Jalel Ben-Othman , Lynda Mokdad , Junggab Son , Chunguo Li

Thanks to comprehensive potential with new access technology, massive bandwidths and ultrahigh reliability, it is highly expected that recent 5G network and beyond 5G network (B5G) will fundamentally influence various autonomous systems, applications and devices. Also, Artificial intelligence (Ai) is expanding its applicability to numerous existing and next generation systems and research branches. Conversely, Ai can be utilized to threaten 5G-enabled components as well as to attack Ai-based systems and machine learning algorithms. So, it is indispensable to investigate new Ai-based security threats and solutions in 5G-enabled smart cities. in this article, we introduce Ai-driven 5G integrated virtual emotion system, called 5G-i-VEmoSYS, which covers Ai-VEmoBAR, Ai-VEmoFLOW, and Ai-VEmoMAP as applications in 5G environments. First, we explain how to operate those Ai-driven promising applications in 5G-enabled components including autonomous vehicles, smart UAVs or drones. Also, we describe how to perform those applications in public areas and private areas with different perspectives. Then, we carefully deal with research challenges, security threats and issues according to the proposed 5G-i-VEmoSYS.

中文翻译:

使用自动驾驶汽车,无人机和智能设备的AI驱动5G虚拟情感应用程序的研究挑战和安全威胁

得益于新接入技术的巨大潜力,巨大的带宽和超高的可靠性,人们高度期待最近的5G网络以及5G以后的网络(B5G)将从根本上影响各种自治系统,应用程序和设备。而且,人工智能(Ai)正在将其适用性扩展到众多现有和下一代系统以及研究分支。相反,Ai可用于威胁支持5G的组件以及攻击基于Ai的系统和机器学习算法。因此,在启用5G的智慧城市中研究基于Ai的新安全威胁和解决方案是必不可少的。在本文中,我们介绍了Ai驱动的5G集成虚拟情感系统,称为5G-i-VEmoSYS,其中涵盖了Ai-VEmoBAR,Ai-VEmoFLOW和Ai-VEmoMAP作为5G环​​境中的应用程序。第一,我们将说明如何在支持5G的组件(包括自动驾驶汽车,智能UAV或无人机)中操作那些由Ai驱动的有前途的应用程序。另外,我们以不同的角度描述了如何在公共区域和私人区域执行这些应用程序。然后,根据提议的5G-i-VEmoSYS,我们认真应对研究挑战,安全威胁和问题。
更新日期:2020-12-04
down
wechat
bug