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Shen, Guanxiong (2023) Deep Learning Enhanced Radio Frequency Fingerprint Identification for LoRa. PhD thesis, University of Liverpool.

Shen, Guanxiong, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Marshall, Alan ORCID: 0000-0002-8058-5242 (2023) Deep Learning-Powered Radio Frequency Fingerprint Identification: Methodology and Case Study. IEEE Communications Magazine. pp. 1-7.

Shen, Guanxiong and Zhang, Junqing ORCID: 0000-0002-3502-2926 (2023) Exploration of Transferable Deep Learning-Aided Radio Frequency Fingerprint Identification Systems. Security and Safety.

Yin, Guolin, Zhang, Junqing ORCID: 0000-0002-3502-2926, Shen, Guanxiong ORCID: 0000-0002-0331-4211 and Chen, Yingying ORCID: 0000-0002-3994-766X (2022) FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning. IEEE Transactions on Mobile Computing. pp. 1-16.

Ruotsalainen, Henri, Shen, Guanxiong, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Fujdiak, Radek (2022) LoRaWAN Physical Layer-Based Attacks and Countermeasures, A Review. SENSORS, 22 (9). 3127-.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Shen, Guanxiong, Saad, Walid and Chowdhury, Kaushik (2023) Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things. IEEE Communications Magazine. pp. 1-7.

Shen, Guanxiong, Zhang, Junqing ORCID: 0000-0002-3502-2926, Marshall, Alan ORCID: 0000-0002-8058-5242, Peng, Linning and Wang, Xianbin (2021) Radio Frequency Fingerprint Identification for LoRa Using Deep Learning. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 39 (8). pp. 2604-2616.

Shen, Guanxiong, Zhang, Junqing ORCID: 0000-0002-3502-2926, Marshall, Alan ORCID: 0000-0002-8058-5242, Peng, Linning and Wang, Xianbin (2021) Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN. In: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021-5-10 - 2021-5-13.

Shen, Guanxiong, Zhang, Junqing ORCID: 0000-0002-3502-2926, Marshall, Alan ORCID: 0000-0002-8058-5242, Valkama, Mikko and Cavallaro, Joseph (2021) Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices. In: 2021 55th Asilomar Conference on Signals, Systems, and Computers, 2021-10-31 - 2021-11-3.

Shen, Guanxiong, Zhang, Junqing ORCID: 0000-0002-3502-2926, Marshall, Alan ORCID: 0000-0002-8058-5242, Valkama, Mikko and Cavallaro, Joseph R (2023) Toward Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 18. pp. 2355-2367.

Shen, Guanxiong, Zhang, Junqing ORCID: 0000-0002-3502-2926, Marshall, Alan ORCID: 0000-0002-8058-5242 and Cavallaro, Joseph (2022) Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa. IEEE Transactions on Information Forensics and Security, 17. pp. 774-787.

Ma, Jie, Zhang, Junqing ORCID: 0000-0002-3502-2926, Shen, Guanxiong, Marshall, Alan and Chang, Chip-Hong (2023) White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification. In: IEEE International Conference on Communications, 2023-5-28 - 2023-6-1, Rome, Italy.