Guanxiong Shen

Guanxiong Shen, Hailang Jia, Junqing Zhang, Linning Peng, Liquan Chen, Aiqun Hu^*, Jun Luo, “Secrets in Radio Waves: Towards Practical and Protocol-Agnostic PHY Information Hiding,” IEEE Transactions on Mobile Computing, 2026.CCF AJCR Q1

Xinyu Qi, Guyue Li, Xinyue Lin, Guanxiong Shen, “Wi-Fi Radio Frequency Fingerprint Identification Enhanced by Out-of-Band Features and Orthogonality Regularization,” IEEE Transactions on Information Forensics and Security, 2026.CCF AJCR Q1

Jie Ma, Junqing Zhang^*, Guanxiong Shen, Alan Marshall, Chip-Hong Chang, “Adversarial Attacks Against Deep Learning-Based Radio Frequency Fingerprint Identification,” IEEE Transactions on Mobile Computing, vol. 25, no. 6, pp. 7831–7844, 2026.CCF AJCR Q1

Xinyu Li†, Long Chen†, Guanxiong Shen†^*, Kezhan Zhao, Ze Gu, Qian Ma, Jian Wei You^*, Tie Jun Cui^*, “Protocol-Agnostic Meta Key Distribution Enabled by Space-Time Metasurface for Encrypted Wireless Communications,” Advanced Science, 2025 (IF=14.1).JCR Q1

Jie Ma, Junqing Zhang^*, Guanxiong Shen, Linning Peng, Alan Marshall, “Towards Channel-Robust and Receiver-Independent Radio Frequency Fingerprint Identification,” IEEE Transactions on Information Forensics and Security, 2025.CCF AJCR Q1

Junqing Zhang^*, Francesco Ardizzon, Mattia Piana, Guanxiong Shen, Stefano Tomasin, “Physical Layer-Based Device Fingerprinting For Wireless Security: From Theory To Practice,” IEEE Transactions on Information Forensics and Security, 2025 (Survey Paper).CCF AJCR Q1

Rui Pan, Hui Chen, Guanxiong Shen, Hongyang Chen, “Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification,” IEEE Wireless Communications Letters, 2025.JCR Q1

Pengcheng Yin, Linning Peng^*, Guanxiong Shen, Junqing Zhang, Ming Liu, Hua Fu, Aiqun Hu, Xianbin Wang, “Multi-channel CNN-based Open-set RF Fingerprint Identification for LTE Devices,” IEEE Transactions on Cognitive Communications and Networking, 2024.JCR Q1

Guanxiong Shen, Junqing Zhang^*, Xuyu Wang, Shiwen Mao, “Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning,” IEEE Transactions on Information Forensics and Security, 2024.CCF AJCR Q1

Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Roger Woods, Joseph Cavallaro, Liquan Chen, “Towards Receiver-Agnostic and Collaborative Radio Frequency Fingerprint Identification,” IEEE Transactions on Mobile Computing, 2024.CCF AJCR Q1

Guanxiong Shen, Junqing Zhang^*, “Exploration of Transferable Deep Learning-Aided Radio Frequency Fingerprint Identification Systems,” Security and Safety, 2024.

Junqing Zhang^*, Guanxiong Shen, Walid Saad, Kaushik Chowdhury, “Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things,” IEEE Communications Magazine, 2023.JCR Q1

Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Mikko Valkama, Joseph Cavallaro, “Towards Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification,” IEEE Transactions on Information Forensics and Security, 2023.CCF AJCR Q1

Guanxiong Shen, Junqing Zhang^*, Alan Marshall, “Deep Learning-Powered Radio Frequency Fingerprint Identification: Methodology and Case Study,” IEEE Communications Magazine, 2023.JCR Q1

Guolin Yin, Junqing Zhang^*, Guanxiong Shen, Yingying Chen, “FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning,” IEEE Transactions on Mobile Computing, 2022.CCF AJCR Q1

Henri Ruotsalainen, Guanxiong Shen, Junqing Zhang, Radek Fujdiak, “LoRaWAN Physical Layer-Based Attacks and Countermeasures, A Review,” Sensors, vol. 22, no. 9, pp. 3127, 2022.JCR Q2

Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Joseph Cavallaro, “Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa,” IEEE Transactions on Information Forensics and Security, vol. 17, pp. 774–787, 2022.CCF AJCR Q1

Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Linning Peng, Xianbin Wang, “Radio Frequency Fingerprint Identification for LoRa Using Deep Learning,” IEEE Journal on Selected Areas in Communications, vol. 39, no. 8, pp. 2604–2616, 2021.CCF AJCR Q1

Shuo Wang, Junqing Zhang, Jiahuai Mao, Alessandro Brighente, Guanxiong Shen, Mauro Conti, “Triad-GAN: Feature-Level Generative Adversarial Network for Multi-Receiver Radio Frequency Fingerprint Identification,” Proc. IEEE ICC, 2026.CCF C

Shang Xu, Guanxiong Shen^*, Xinyu Li, “Ensemble Learning-Enhanced Radio Frequency Fingerprinting,” Proc. IEEE WCNC, 2025.CCF C

Jie Ma, Junqing Zhang^*, Guanxiong Shen, Linning Peng, Alan Marshall, “Towards Channel-Robust Radio Frequency Fingerprint Identification Using Contrastive Learning,” Proc. IEEE WCNC, 2025.CCF C

Jie Ma, Junqing Zhang, Guanxiong Shen, Alan Marshall, Chip-Hong Chang, “White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification,” Proc. IEEE ICC, 2023.CCF C

Guanxiong Shen, Junqing Zhang, Alan Marshall, Mikko Valkama, Joseph Cavallaro, “Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices,” Proc. Asilomar Conference on Signals, Systems, and Computers, 2021.

Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Linning Peng, Xianbin Wang, “Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN,” Proc. IEEE INFOCOM, 2021.CCF A

Guanxiong Shen, Muhammad R.A. Khandaker^*, Faisal Tariq, “Learning the Wireless Channel: A Deep Neural Network Approach,” Proc. IEEE UCET, 2020.