Publications

His citation profile in Google Scholar.

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^* denotes corresponding author.

Preprint

Journal Article

• Guanxiong Shen, Junqing Zhang^*, Xuyu Wang, and Shiwen Mao, “Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning,” IEEE Transactions on Information Forensics and Security, IEEE, Code, Dataset
• Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Roger Woods, Joseph Cavallaro, and Liquan Chen, “Towards Receiver-Agnostic and Collaborative Radio Frequency Fingerprint Identification,” IEEE Transactions on Mobile Computing, accepted, IEEE, arXiv, Code and Dataset
• Guanxiong Shen, and Junqing Zhang^*, “Exploration of Transferable Deep Learning-Aided Radio Frequency Fingerprint Identification Systems,” Security and Safety, link
• Junqing Zhang^*, Guanxiong Shen, Walid Saad, and Kaushik Chowdhury, “Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things,” IEEE Communications Magazine, IEEE
• Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Mikko Valkama, and Joseph Cavallaro, “Towards Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification,”IEEE Transactions on Information Forensics and Security, IEEE, arXiv, Dataset, Code
• Guanxiong Shen, Junqing Zhang^*, and Alan Marshall, “Deep Learning-Powered Radio Frequency Fingerprint Identification: Methodology and Case Study,” IEEE Communications Magazine, IEEE, Code
• Guolin Yin, Junqing Zhang^*, Guanxiong Shen, and Yingying Chen, “FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning”, IEEE Transactions on Mobile Computing, arXiv, IEEE, Code
• Henri Ruotsalainen, Guangxion Shen, Junqing Zhang, and Radek Fujdiak, “LoRaWAN Physical Layer-Based Attacks and Countermeasures, A Review,” Sensors, vol. 22, no. 9, 3127, 2022. MDPI
• Guanxiong Shen, Junqing Zhang^*, Alan Marshall, and 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, Feb. 2022. IEEE, arXiv, Dataset, Code
• Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Linning Peng, and 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, Aug. 2021. IEEE

Conference Paper

• Jie Ma, Junqing Zhang, Guanxiong Shen, Alan Marshall, and Chip-Hong Chang, “White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification”, in Proc. IEEE ICC, 2023
• Guanxiong Shen, Junqing Zhang, Alan Marshall, Mikko Valkama, and Joseph Cavallaro, “Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices”, in Proc. Asilomar, 2021, arXiv, IEEE
• Guanxiong Shen, Junqing Zhang^*, Alan Marshall, Linning Peng, and Xianbin Wang, “Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN,” in Proc. IEEE INFOCOM, 2021, accepted. arXiv