| Towards scalable and channel-robust radio frequency fingerprint identification for LoRa G Shen, J Zhang, A Marshall, JR Cavallaro IEEE Transactions on Information Forensics and Security 17, 774-787, 2022 | 225 | 2022 |
| Radio frequency fingerprint identification for LoRa using deep learning G Shen, J Zhang, A Marshall, L Peng, X Wang IEEE Journal on Selected Areas in Communications 39 (8), 2604-2616, 2021 | 203 | 2021 |
| Radio frequency fingerprint identification for LoRa using spectrogram and CNN G Shen, J Zhang, A Marshall, L Peng, X Wang IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 134 | 2021 |
| Toward length-versatile and noise-robust radio frequency fingerprint identification G Shen, J Zhang, A Marshall, M Valkama, JR Cavallaro IEEE Transactions on Information Forensics and Security 18, 2355-2367, 2023 | 47 | 2023 |
| Radio frequency fingerprint identification for device authentication in the internet of things J Zhang, G Shen, W Saad, K Chowdhury IEEE Communications Magazine 61 (10), 110-115, 2023 | 42 | 2023 |
| Radio frequency fingerprint identification for security in low-cost IoT devices G Shen, J Zhang, A Marshall, M Valkama, J Cavallaro 2021 55th Asilomar conference on signals, systems, and computers, 309-313, 2021 | 33 | 2021 |
| LoRaWAN physical layer-based attacks and countermeasures, a review H Ruotsalainen, G Shen, J Zhang, R Fujdiak Sensors 22 (9), 3127, 2022 | 26 | 2022 |
| FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning G Yin, J Zhang, G Shen, Y Chen IEEE Transactions on Mobile Computing, 2022 | 23 | 2022 |
| Towards receiver-agnostic and collaborative radio frequency fingerprint identification G Shen, J Zhang, A Marshall, R Woods, J Cavallaro, L Chen IEEE Transactions on Mobile Computing 23 (7), 7618-7634, 2023 | 22 | 2023 |
| Deep learning-powered radio frequency fingerprint identification: Methodology and case study G Shen, J Zhang, A Marshall IEEE Communications Magazine 61 (9), 170-176, 2023 | 12 | 2023 |
| Exploration of transferable deep learning-aided radio frequency fingerprint identification systems G Shen, J Zhang Security and Safety 3, 2023019, 2024 | 7 | 2024 |
| White-box adversarial attacks on deep learning-based radio frequency fingerprint identification J Ma, J Zhang, G Shen, A Marshall, CH Chang ICC 2023-IEEE International Conference on Communications, 3714-3719, 2023 | 6 | 2023 |
| Multi-channel cnn-based open-set rf fingerprint identification for lte devices P Yin, L Peng, G Shen, J Zhang, M Liu, H Fu, A Hu, X Wang IEEE Transactions on Cognitive Communications and Networking, 2024 | 3 | 2024 |
| Deep learning enhanced radio frequency fingerprint identification for LoRa G Shen PQDT-Global, 2023 | 3 | 2023 |
| Learning the wireless channel: A deep neural network approach GX Shen, MRA Khandaker, F Tariq 2020 International Conference on UK-China Emerging Technologies (UCET), 1-6, 2020 | 3 | 2020 |
| Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning G Shen, J Zhang, X Wang, S Mao IEEE Transactions on Information Forensics and Security, 2024 | 2 | 2024 |
| The Effect of Human Body Shadowing in ZigBee Radio Frequency Fingerprinting Identification R Alhajri, A Marshall, G Shen, M López-Benítez, V Selis, J Zhang 2022 International Conference on Artificial Intelligence of Things (ICAIoT), 1-6, 2022 | 1 | 2022 |
| Deep learning-enhanced radio frequency fingerprint identification G Shen, J Zhang, A Marshall | | 2024 |
Junqing ZhangUniversity of LiverpoolPatvirtintas el. paštas liverpool.ac.uk