About
I am currently an Associate Professor with the School of Cyber Science and Engineering, Southeast University (东南大学), China. I received my PhD from the University of Liverpool, UK, in 2023 under the supervision of Dr Junqing Zhang and Prof Alan Marshall.
My official personal homepage at Southeast University: 中文个人主页. I sincerely welcome all forms of collaboration.
Recruiting PhD and MSc Students: If you are interested in joining my lab, please feel free to contact me. Excellent programming skills, such as experience in Python, C++, Verilog HDL, and related areas, would be a valuable foundation for our research. Please do not worry if you do not have a background in wireless communications, as our work lies at the intersection of AI and wireless technologies, where both skill sets are equally important.
我们欢迎保研或考研的硕士、博士研究生加入: 课题组介绍。
RF Fingerprinting Prototype
Every wireless device possesses a unique "hardware fingerprint" due to subtle manufacturing imperfections. RF fingerprinting technology leverages neural networks to capture the minute waveform characteristics of transmitted signals, enabling precise device identification.
RF Steganography Prototype
Every wireless signal can serve as a covert "envelope." RF steganography technology uses neural networks to introduce imperceptible waveform distortions into transmitted signals, embedding secret information at the physical layer.
News
Selected Publications
View All →Protocol-Agnostic Meta Key Distribution Enabled by Space-Time Metasurface for Encrypted Wireless Communications
Xinyu Li†, Long Chen†, Guanxiong Shen††, Kezhan Zhao, Ze Gu, Qian Ma, Jian Wei You†, Tie Jun Cui†
Advanced Science
IF=14.1
Towards Channel-Robust and Receiver-Independent Radio Frequency Fingerprint Identification
Jie Ma, Junqing Zhang†, Guanxiong Shen, Linning Peng, Alan Marshall
IEEE Transactions on Information Forensics and Security
Physical Layer-Based Device Fingerprinting For Wireless Security: From Theory To Practice
Junqing Zhang†, Francesco Ardizzon, Mattia Piana, Guanxiong Shen, Stefano Tomasin
IEEE Transactions on Information Forensics and Security
Survey Paper
Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning
Guanxiong Shen, Junqing Zhang†, Xuyu Wang, Shiwen Mao
IEEE Transactions on Information Forensics and Security
Towards Receiver-Agnostic and Collaborative Radio Frequency Fingerprint Identification
Guanxiong Shen, Junqing Zhang†, Alan Marshall, Roger Woods, Joseph Cavallaro, Liquan Chen
IEEE Transactions on Mobile Computing
