Publications

A collection of my research work. Google Scholar.

^* denotes corresponding author, ^† denotes equal contribution.

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 2025

IF=14.1

Paper

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 2025

Paper

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 2025

Survey Paper

Paper

Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification

Rui Pan, Hui Chen, Guanxiong Shen, Hongyang Chen

IEEE Wireless Communications Letters 2025

Paper

Towards Channel-Robust Radio Frequency Fingerprint Identification Using Contrastive Learning

Jie Ma, Junqing Zhang^†, Guanxiong Shen, Linning Peng, Alan Marshall

Proc. IEEE WCNC 2025

Paper

Multi-channel CNN-based Open-set RF Fingerprint Identification for LTE Devices

Pengcheng Yin, Linning Peng^†, Guanxiong Shen, Junqing Zhang, Ming Liu, Hua Fu, Aiqun Hu, Xianbin Wang

IEEE Transactions on Cognitive Communications and Networking 2024

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 2024

Code Paper

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 2024

Code Paper arXiv

Exploration of Transferable Deep Learning-Aided Radio Frequency Fingerprint Identification Systems

Guanxiong Shen, Junqing Zhang^†

Security and Safety 2024

Paper

Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things

Junqing Zhang^†, Guanxiong Shen, Walid Saad, Kaushik Chowdhury

IEEE Communications Magazine 2023

Paper

Towards Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification

Guanxiong Shen, Junqing Zhang^†, Alan Marshall, Mikko Valkama, Joseph Cavallaro

IEEE Transactions on Information Forensics and Security 2023

Code Paper arXiv

Deep Learning-Powered Radio Frequency Fingerprint Identification: Methodology and Case Study

Guanxiong Shen, Junqing Zhang^†, Alan Marshall

IEEE Communications Magazine 2023

Code Paper

White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification

Jie Ma, Junqing Zhang, Guanxiong Shen, Alan Marshall, Chip-Hong Chang

Proc. IEEE ICC 2023

Paper

FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning

Guolin Yin, Junqing Zhang^†, Guanxiong Shen, Yingying Chen

IEEE Transactions on Mobile Computing 2022

Code Paper arXiv

LoRaWAN Physical Layer-Based Attacks and Countermeasures, A Review

Henri Ruotsalainen, Guanxiong Shen, Junqing Zhang, Radek Fujdiak

Sensors 2022

Paper

Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa

Guanxiong Shen, Junqing Zhang^†, Alan Marshall, Joseph Cavallaro

IEEE Transactions on Information Forensics and Security 2022

Code Paper arXiv

Radio Frequency Fingerprint Identification for LoRa Using Deep Learning

Guanxiong Shen, Junqing Zhang^†, Alan Marshall, Linning Peng, Xianbin Wang

IEEE Journal on Selected Areas in Communications 2021

Paper

Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices

Guanxiong Shen, Junqing Zhang, Alan Marshall, Mikko Valkama, Joseph Cavallaro

Proc. Asilomar Conference on Signals, Systems, and Computers 2021

Paper arXiv

Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN

Guanxiong Shen, Junqing Zhang^†, Alan Marshall, Linning Peng, Xianbin Wang

Proc. IEEE INFOCOM 2021

Paper arXiv