682 citations · 4.1k across the 170 of their papers we have counts for
5 papers · 1 filter
Physical Layer Authentication and Security Design in the Machine Learning Era
Tiep M. Hoang, Alireza Vahid, Hoang Duong Tuan +1
Security at the physical layer (PHY) is a salient research topic in wireless systems, and machine learning (ML) is emerging as a powerful tool for providing new data-driven securit…
Trust-Worthy Semantic Communications for the Metaverse Relying on Federated Learning
Jianrui Chen, Jingjing Wang, Chunxiao Jiang +2
As an evolving successor to the mobile Internet, the Metaverse creates the impression of an immersive environment, integrating the virtual as well as the real world. In contrast to…
Collaborative Authentication for 6G Networks: An Edge Intelligence based Autonomous Approach
He Fang, Zhenlong Xiao, Xianbin Wang +2
The conventional device authentication of wireless networks usually relies on a security server and centralized process, leading to long latency and risk of single-point of failure…
Channel-Envelope Differencing Eliminates Secret Key Correlation: LoRa-Based Key Generation in Low Power Wide Area Networks
Junqing Zhang, Alan Marshall, Lajos Hanzo
This paper presents automatic key generation for long-range wireless communications in low power wide area networks (LPWANs), employing LoRa as a case study. Differential quantizat…
Learning-Aided Physical Layer Authentication as an Intelligent Process
He Fang, Xianbin Wang, Lajos Hanzo
Performance of the existing physical layer authentication schemes could be severely affected by the imperfect estimates and variations of the communication link attributes used. Th…