3 papers
cs.LG2026
Model-Driven Learning-Based Physical Layer Authentication for Mobile Wi-Fi Devices
Yijia Guo, Junqing Zhang, Yao-Win Peter Hong +1
The rise of wireless technologies has made the Internet of Things (IoT) ubiquitous, but the broadcast nature of wireless communications exposes IoT to authentication risks. Physica…
cs.CR2026
Channel Prediction-Based Physical Layer Authentication under Consecutive Spoofing Attacks
Yijia Guo, Junqing Zhang, Yao-Win Peter Hong
Wireless networks are highly vulnerable to spoofing attacks, especially when attackers transmit consecutive spoofing packets. Conventional physical layer authentication (PLA) metho…
cs.LG2025
Practical Physical Layer Authentication for Mobile Scenarios Using a Synthetic Dataset Enhanced Deep Learning Approach
Yijia Guo, Junqing Zhang, Y. -W. Peter Hong
The Internet of Things (IoT) is ubiquitous thanks to the rapid development of wireless technologies. However, the broadcast nature of wireless transmissions results in great vulner…