Guanxiong Shen

According to our database, Guanxiong Shen authored at least 22 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification.

Rui Pan, Hui Chen, Guanxiong Shen, Hongyang Chen

IEEE Wirel. Commun. Lett., June, 2025

Physical Layer-Based Device Fingerprinting for Wireless Security: From Theory to Practice.

Junqing Zhang, Francesco Ardizzon, Mattia Piana, Guanxiong Shen, Stefano Tomasin

IEEE Trans. Inf. Forensics Secur., 2025

Ensemble Learning-Enhanced Radio Frequency Fingerprinting.

Shang Xu, Guanxiong Shen, Xinyu Li

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

Towards Channel-Robust Radio Frequency Fingerprint Identification Using Contrastive Learning.

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

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

2024

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 Trans. Cogn. Commun. Netw., October, 2024

LoRa_Federated_RFFI_dataset.

Guanxiong Shen, Junqing Zhang

Dataset, September, 2024

Towards Receiver-Agnostic and Collaborative Radio Frequency Fingerprint Identification.

Guanxiong Shen, Junqing Zhang, Alan Marshall, Roger F. Woods, Joseph R. Cavallaro, Liquan Chen

IEEE Trans. Mob. Comput., July, 2024

Radio Frequency Fingerprint LoRa Dataset With Multiple Receivers.

Guanxiong Shen, Junqing Zhang, Alan Marshall

Dataset, July, 2024

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

Guolin Yin, Junqing Zhang, Guanxiong Shen, Yingying Chen

IEEE Trans. Mob. Comput., January, 2024

Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning.

Guanxiong Shen, Junqing Zhang, Xuyu Wang, Shiwen Mao

IEEE Trans. Inf. Forensics Secur., 2024

Exploration of transferable deep learning-aided radio frequency fingerprint identification systems.

Guanxiong Shen, Junqing Zhang

Secur. Saf., 2024

2023

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

Junqing Zhang, Guanxiong Shen, Walid Saad, Kaushik Roy Chowdhury

IEEE Commun. Mag., October, 2023

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

Guanxiong Shen, Junqing Zhang, Alan Marshall

IEEE Commun. Mag., September, 2023

LORA_RFFI_DATASET_DIFFERENT_SPREADING_FACTORS.

Guanxiong Shen, Junqing Zhang, Alan Marshall

Dataset, April, 2023

Toward Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification.

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

IEEE Trans. Inf. Forensics Secur., 2023

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

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

Proceedings of the IEEE International Conference on Communications, 2023

2022

LoRa_RFFI_dataset.

Guanxiong Shen, Junqing Zhang, Alan Marshall

Dataset, May, 2022

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

Guanxiong Shen, Junqing Zhang, Alan Marshall, Joseph R. Cavallaro

IEEE Trans. Inf. Forensics Secur., 2022

LoRaWAN Physical Layer-Based Attacks and Countermeasures, A Review.

Henri Ruotsalainen, Guanxiong Shen, Junqing Zhang, Radek Fujdiak

Sensors, 2022

2021

Radio Frequency Fingerprint Identification for LoRa Using Deep Learning.

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

IEEE J. Sel. Areas Commun., 2021

Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN.

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

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

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

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

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021