Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001; Mikko Valkama; Joseph R. Cavallaro (ACSCC, 2021)

Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001; Linning Peng; Xianbin Wang 001 (INFOCOM, 2021)

Radio Frequency Fingerprint Identification for LoRa Using Deep Learning. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001; Linning Peng; Xianbin Wang 001 (IEEE J. Sel. Areas Commun., 2021)

LoRaWAN Physical Layer-Based Attacks and Countermeasures, A Review. - Henri Ruotsalainen; Guanxiong Shen; Junqing Zhang; Radek Fujdiak (Sensors, 2022)

Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001; Joseph R. Cavallaro (IEEE Trans. Inf. Forensics Secur., 2022)

LoRa_RFFI_dataset. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001 (IEEE DataPort, 2022)

White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification. - Jie Ma; Junqing Zhang; Guanxiong Shen; Alan Marshall 001; Chip-Hong Chang (ICC, 2023)

Toward Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001; Mikko Valkama; Joseph R. Cavallaro (IEEE Trans. Inf. Forensics Secur., 2023)

LORA_RFFI_DATASET_DIFFERENT_SPREADING_FACTORS. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001 (IEEE DataPort, 2023)

Deep Learning - Powered Radio Frequency Fingerprint Identification: Methodology and Case Study. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001 (IEEE Commun. Mag., 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., 2023)

Exploration of transferable deep learning-aided radio frequency fingerprint identification systems. - Guanxiong Shen; Junqing Zhang (Secur. Saf., 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)

FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning. - Guolin Yin; Junqing Zhang; Guanxiong Shen; Yingying Chen 001 (IEEE Trans. Mob. Comput., 2024)

Radio Frequency Fingerprint LoRa Dataset With Multiple Receivers. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001 (IEEE DataPort, 2024)

Towards Receiver-Agnostic and Collaborative Radio Frequency Fingerprint Identification. - Guanxiong Shen; Junqing Zhang; Alan Marshall 001; Roger F. Woods; Joseph R. Cavallaro; Liquan Chen (IEEE Trans. Mob. Comput., 2024)

LoRa_Federated_RFFI_dataset. - Guanxiong Shen; Junqing Zhang (IEEE DataPort, 2024)

Multi-Channel CNN-Based Open-Set RF Fingerprint Identification for LTE Devices. - Pengcheng Yin; Linning Peng; Guanxiong Shen; Junqing Zhang; Ming Liu 010; Hua Fu; Aiqun Hu; Xianbin Wang 001 (IEEE Trans. Cogn. Commun. Netw., 2024)

Towards Channel-Robust Radio Frequency Fingerprint Identification Using Contrastive Learning. - Jie Ma; Junqing Zhang; Guanxiong Shen; Linning Peng; Alan Marshall 001 (WCNC, 2025)

Ensemble Learning-Enhanced Radio Frequency Fingerprinting. - Shang Xu; Guanxiong Shen; Xinyu Li (WCNC, 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)

Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification. - Rui Pan; Hui Chen 003; Guanxiong Shen; Hongyang Chen (IEEE Wirel. Commun. Lett., 2025)