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2020 – today
- 2024
[j11]Guanxiong Shen
, Junqing Zhang:
Exploration of transferable deep learning-aided radio frequency fingerprint identification systems. Secur. Saf. 3: 2023019 (2024)- [j10]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 Trans. Cogn. Commun. Netw. 10(5): 1788-1800 (2024) - [j9]Guanxiong Shen, Junqing Zhang, Xuyu Wang, Shiwen Mao:
Federated Radio Frequency Fingerprint Identification Powered by Unsupervised Contrastive Learning. IEEE Trans. Inf. Forensics Secur. 19: 9204-9215 (2024) - [j8]Guolin Yin, Junqing Zhang, Guanxiong Shen, Yingying Chen:
FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning. IEEE Trans. Mob. Comput. 23(1): 453-468 (2024) - [j7]Guanxiong Shen, Junqing Zhang, Alan Marshall, Roger F. Woods, Joseph R. Cavallaro, Liquan Chen:
Towards Receiver-Agnostic and Collaborative Radio Frequency Fingerprint Identification. IEEE Trans. Mob. Comput. 23(7): 7618-7634 (2024) - [d3]Guanxiong Shen, Junqing Zhang, Alan Marshall:
Radio Frequency Fingerprint LoRa Dataset With Multiple Receivers. IEEE DataPort, 2024
- [i3]Rui Pan, Hui Chen, Guanxiong Shen, Hongyang Chen:
Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification. CoRR abs/2412.08885 (2024) - 2023
- [j6]Guanxiong Shen, Junqing Zhang, Alan Marshall:
Deep Learning - Powered Radio Frequency Fingerprint Identification: Methodology and Case Study. IEEE Commun. Mag. 61(9): 170-176 (2023) - [j5]Junqing Zhang, Guanxiong Shen, Walid Saad, Kaushik Roy Chowdhury:
Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things. IEEE Commun. Mag. 61(10): 110-115 (2023) - [j4]Guanxiong Shen, Junqing Zhang, Alan Marshall, Mikko Valkama, Joseph R. Cavallaro:
Toward Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification. IEEE Trans. Inf. Forensics Secur. 18: 2355-2367 (2023) - [c3]Jie Ma, Junqing Zhang, Guanxiong Shen, Alan Marshall, Chip-Hong Chang:
White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification. ICC 2023: 3714-3719 - [d2]Guanxiong Shen, Junqing Zhang, Alan Marshall:
LORA_RFFI_DATASET_DIFFERENT_SPREADING_FACTORS. IEEE DataPort, 2023 - [i2]Jie Ma, Junqing Zhang, Guanxiong Shen, Alan Marshall, Chip-Hong Chang:
White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification. CoRR abs/2308.07433 (2023) - 2022
- [j3]Henri Ruotsalainen, Guanxiong Shen, Junqing Zhang, Radek Fujdiak:
LoRaWAN Physical Layer-Based Attacks and Countermeasures, A Review. Sensors 22(9): 3127 (2022) - [j2]Guanxiong Shen, Junqing Zhang, Alan Marshall, Joseph R. Cavallaro:
Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa. IEEE Trans. Inf. Forensics Secur. 17: 774-787 (2022) - [d1]Guanxiong Shen, Junqing Zhang, Alan Marshall:
LoRa_RFFI_dataset. IEEE DataPort, 2022 - 2021
- [j1]Guanxiong Shen, Junqing Zhang, Alan Marshall, Linning Peng, Xianbin Wang:
Radio Frequency Fingerprint Identification for LoRa Using Deep Learning. IEEE J. Sel. Areas Commun. 39(8): 2604-2616 (2021) - [c2]Guanxiong Shen, Junqing Zhang, Alan Marshall, Mikko Valkama, Joseph R. Cavallaro:
Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices. ACSCC 2021: 309-313 - [c1]Guanxiong Shen, Junqing Zhang, Alan Marshall, Linning Peng, Xianbin Wang:
Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN. INFOCOM 2021: 1-10 - [i1]Guanxiong Shen, Junqing Zhang, Alan Marshall, Linning Peng, Xianbin Wang:
Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN. CoRR abs/2101.01668 (2021)
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