Junqing Zhang

Junqing Zhang

A passionate wireless security researcher at University of Liverpool

Publication

His citation profile in Google Scholar.

Please email me if you require a copy of the paper.

* denotes corresponding author.

Dataset and Code

We have made some datasets and codes publicly available. Please visit this link for the details.

Book

  1. Trung Q. Duong, Junqing Zhang, Nan Yang, Xiangyun Zhou, and Vishal Sharma, “Physical Layer Security for 6G Networks,” Eds, Stevenage, UK: Institute of Engineering and Technology, 2024. link

Book Chapter

  1. Guanxiong Shen, Junqing Zhang, and Alan Marshall, “Deep learning-enhanced radio frequency fingerprint identification” in Physical Layer Security for 6G Networks, Trung Q. Duong, Junqing Zhang, Nan Yang, Xiangyun Zhou, and Vishal Sharma, Eds, Stevenage, UK: Institute of Engineering and Technology, 2024
  2. Junqing Zhang, Trung Q. Duong, Roger Woods, and Alan Marshall, “Key generation from wireless channels: A survey and practical implementation” in Trusted Communications with Physical Layer Security for 5G and Beyond, Trung Q. Duong, Xiangyun Zhou, and Vincent Poor, Eds, Stevenage, UK: Institute of Engineering and Technology, 2017

Preprint

  1. Chen Chen, Junqing Zhang and Yingying Chen, “Adaptive Quantization for Key Generation in Low-Power Wide-Area Networks,” arXiv link

Journal Article

  1. Tianya Zhao, Junqing Zhang, Shiwen Mao, Xuyu Wang, “Explanation-Guided Backdoor Attacks Against Model-Agnostic RF Fingerprinting Systems,” IEEE Transactions on Mobile Computing, 2024.
  2. 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, vol. 19, pp. 9204-9215, 2024. link
  3. Tianyu Lu, Liquan Chen, Junqing Zhang, Chen Chen, and Trung Q. Duong, “Reconfigurable Intelligent Surface-Assisted Key Generation for Millimetre-Wave Multi-User Systems,” IEEE Transactions on Information Forensics and Security, vol. 19, pp. 5373 - 5388, 2024. link
  4. Pengcheng Yin, Linning Peng, Guanxiong Shen, Junqing Zhang, Ming Liu, Hua Fu, Aiqun Hu, and Xianbin Wang, “Multi-Channel CNN-Based Open-Set RF Fingerprint Identification for LTE Devices,” IEEE Transactions on Cognitive Communications and Networking, vol. 10, no. 5, pp. 1788-1800, Oct. 2024. link
  5. Yuepei Li, Kai Xu, Junqing Zhang, Chongyan Gu, Yuan Ding, George Goussetis, and Symon K. Podilchak, “PUF-Assisted Radio Frequency Fingerprinting Exploiting Power Amplifier Active Load-pulling”, IEEE Transactions on Information Forensics and Security, vol. 19, pp. 5015 - 5029, 2024. link
  6. Linning Peng, Zhenni Wu, Junqing Zhang, Ming Liu, Hua Fu, and Aiqun Hu, “Hybrid RFF Identification for LTE Using Wavelet Coefficient Graph and Differential Spectrum,” IEEE Transactions on Vehicular Technology, vol. 73, no. 8, pp. 11621-11636, Jan. 2024. link
  7. Guyue Li, Yiyun Ma, Wenhao Wang, Junqing Zhang and Hongyi Luo, “The Self-Detection Method of the Puppet Attack in Biometric Fingerprinting,” IEEE Internet of Things Journal, vol. 11, no. 10, pp. 18824 - 18838, May. 2024. IEEE
  8. Xinwei Zhang, Guyue Li, Junqing Zhang*, Linning Peng, Aiqun Hu and Xianbin Wang, “Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments”, IEEE Transactions on Vehicular Technology, 2024. arXiv link
  9. 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, IEEE, arXiv link
  10. Lingnan Xie, Linning Pleng, Junqing Zhang and Aiqun Hu, “Radio frequency fingerprint identification for Internet of Things: A survey”, Security and Safety, vol. 3, article number. 2023022. link
  11. Guanxiong Shen, and Junqing Zhang*, “Exploration of transferable deep learning-aided radio frequency fingerprint identification systems”, Security and Safety, vol. 3, article number. 2023019. link
  12. 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, vol. 23, no. 1, pp. 453 - 468, Jan. 2024. arXiv link,IEEE, code at github
  13. Chen Chen, Junqing Zhang*, Tianyu Lu, Magnus Sandell, and Liquan Chen, “Secret Key Generation for IRS-Assisted Multi-Antenna Systems: A Machine Learning-Based Approach”, IEEE Transactions on Information Forensics and Security, vol. 19, pp. 1086 - 1098, 2024. IEEE link, arXiv link
  14. Junqing Zhang*, Guanxiong Shen, Walid Saad, and Kaushik Chowdhury, “Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things,” IEEE Communications Magazine, vol. 61, no. 10, pp. 110 - 115, Oct. 2023. IEEE
  15. Tianyu Lu, Liquan Chen, Junqing Zhang, Chen Chen, and Aiqun Hu, “Joint Precoding and Phase Shift Design in Reconfigurable Intelligent Surfaces-Assisted Secret Key Generation”, IEEE Transactions on Information Forensics and Security, vol. 18, pp. 3251-3266, Jun. 2023. IEEE, arXiv link
  16. Guanxiong Shen, Junqing Zhang*, and Alan Marshall, “Deep Learning-Powered Radio Frequency Fingerprint Identification: Methodology and Case Study,” IEEE Communications Magazine, vol. 61, no. 9, pp. 170 - 176, Sept. 2023. IEEE
  17. 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, vol. 18, pp. 2355 - 2367, Apr. 2023. IEEE, arXiv link
  18. Yuexiu Xing, Aiqun Hu, Junqing Zhang, Linning Peng, and Xianbin Wang, “Design of A Channel Robust Radio Frequency Fingerprint Identification Scheme,” IEEE Internet of Things Journal, vol. 10, no. 8, pp. 6946-6959, Apr. 2023. link
  19. Junqing Zhang, Yushi Zheng, Weitao Xu, and Yingying Chen, “H2K: A Heartbeat-based Key Generation Framework for ECG and PPG Signals,” IEEE Transactions on Mobile Computing, vol. 22, no. 2, pp. 923 - 934, Feb. 2023. link
  20. Yuepei Li, Yuan Ding, Junqing Zhang, George Goussetis, and Symon K. Podilchak, “Radio Frequency Fingerprinting Exploiting Non-Linear Memory Effect,” IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 4, pp. 1618 - 1631, Dec. 2022. link
  21. Junqing Zhang, Chip Hong Chang, Chongyan Gu, and Lajos Hanzo, “Radio Frequency Fingerprints vs. Physical Unclonable Functions - Are They Twins, Competitors or Allies?,” IEEE Network, vol. 36, no. 6, pp. 68 - 75, Nov./Dec. 2022. link
  22. Zijie Ji, Phee Lep Yeoh, Gaojie Chen, Junqing Zhang, Yan Zhang, Zunwen He, Hao Yin, and Yonghui Li, “Physical Layer-Based Secure Communications for Static and Low-Latency Industrial Internet of Things,” IEEE Internet of Things Journal, vol. 9, no. 19, pp. 18392 - 18405, Oct. 2022. link
  23. Lu Yang, Yansong Gao, Junqing Zhang, Seyit Camtepe, and Dhammika Jayalath, “A channel perceiving attack and the countermeasure on long-range IoT physical layer key generation,” Computer Communications, vol. 191, pp. 108-118, Jul. 2022 link
  24. 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. link
  25. Xinwei Zhang, Guyue Li, Junqing Zhang, Aiqun Hu, Zongyue Zou and Bin Xiao, “Deep Learning-based Physical-Layer Secret Key Generation for FDD Systems,” IEEE Internet of Things Journal, vol. 9, no. 8, pp. 6081 - 6094, Apr. 2022. link
  26. 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 at github
  27. Tianyu Lu, Liquan Chen, Junqing Zhang, Kailin Cao, and Aiqun Hu, “Reconfigurable Intelligent Surface Assisted Secret Key Generation in Quasi-Static Environments,” IEEE Communications Letters, vol. 26, no. 2, pp. 244 - 248, Feb. 2022. link.
  28. Junqing Zhang, Roger Woods, Magnus Sandell, Mikko Valkama, Alan Marshall, and Joseph Cavallaro, “Radio Frequency Fingerprint Identification for Narrowband Systems, Modelling and Classification,” IEEE Transactions on Information Forensics and Security, vol. 16, pp. 3974 - 3987, 2021. link
  29. 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. link
  30. Xintao Huan, Kyeong Soo Kim, and Junqing Zhang,“NISA: Node Identification and Spoofing Attack Detection Based on Clock Features and Radio Information for Wireless Sensor Networks,” IEEE Transactions on Communications, vol. 69, no. 7, pp. 4691 - 4703, Jul. 2021. link
  31. Weitao Xu, Junqing Zhang, Shunqi Huang, Chengwen Luo, and Wei Li, “Key Generation for Internet of Things: A Contemporary Survey,”, ACM Computing Surveys, Article No: 14, Jan. 2021. link
  32. Guyue Li, Zheying Zhang, Junqing Zhang, and Aiqun Hu, “Encrypting Wireless Communications On the Fly Using OneTime Pad and Key Generation,” IEEE Internet of Things Journal, vol. 8, no. 1, pp. 357 - 369, Jan. 2021. link
  33. Yuexiu Xing, Aiqun Hu, Junqing Zhang, Jiabao Yu, Guyue Li, and Ting Wang, “Design of a Robust Radio Frequency Fingerprint Identification Scheme for Multi-Mode LFM Radar,” IEEE Internet of Things Journal, vol. 7, no. 10, pp. 10581 - 10593, Oct. 2020. link
  34. Guyue Li, Chen Sun, Eduard Jorswieck, Junqing Zhang, Aiqun Hu, and You Chen, “Sum Secret Key Rate Maximization for TDD Multi-User Massive MIMO Wireless Networks,” IEEE Transactions on Information Forensics and Security, vol. 16, pp. 968 - 982, 2020. link
  35. Junqing Zhang, Guyue Li, Alan Marshall, Aiqun Hu, and Lajos Hanzo, “A New Frontier for IoT Security Emerging From Three Decades of Key Generation Relying on Wireless Channels,” IEEE Access, vol. 8, pp. 138406 - 138446, 2020. link
  36. Henri Ruotsalainen, Junqing Zhang, and Stepan Grebeniuk, “Experimental Investigation on Wireless Key Generation for Low Power Wide Area Networks,” IEEE Internet of Things Journal, vol. 7, no. 3, pp. 1745 - 1755, Mar. 2020. link
  37. Linning Peng, Junqing Zhang, Ming Liu and Aiqun Hu, “Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure,” IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 1091 - 1095, Jan. 2020 link
  38. Junqing Zhang, Sekhar Rajendran, Zhi Sun, Roger Woods, and Lajos Hanzo, “Physical Layer Security for the Internet of Things: Authentication and Key Generation,” IEEE Wireless Communications, vol. 26, no. 5, pp. 92 - 98, Oct. 2019. link
  39. Junqing Zhang, Ming Ding, David Lopez-Perez, Alan Marshall, and Lajos Hanzo, “Design of an Efficient OFDMA-Based Multi-User Key Generation Protocol,” IEEE Transactions on Vehicular Technology, vol. 68, no. 9, pp. 8842 - 8852, Sept. 2019. link
  40. Junqing Zhang, Ming Ding, Guyue Li, and Alan Marshall, “Key Generation Based on Large Scale Fading,” IEEE Transactions on Vehicular Technology, vol. 68, no. 8, pp. 8222 - 8226, Aug. 2019. link
  41. Yuan Ding, Vincent Fusco, Junqing Zhang, and Wen-Qin Wang, “Time-modulated OFDM Directional Modulation Transmitters,” IEEE Transactions on Vehicular Technology, vol. 68, no. 8, pp. 8249 - 8253, Aug. 2019. link
  42. Guyue Li, Chen Sun, Junqing Zhang, Eduard Jorswieck, Bin Xiao, Aiqun Hu, “Physical Layer Key Generation in 5G and Beyond Wireless Communications: Challenges and Opportunities,” Entropy, vol. 21, no. 5, 497, 2019. link
  43. Linning Peng, Aiqun Hu, Junqing Zhang, Yu Jiang, Jiabao Yu, and Yan Yan, “Design of a hybrid RF fingerprint extraction and device classification scheme,” IEEE Internet of Things Journal, vol. 6, no. 1, pp. 349 – 360, 2019. link
  44. Linning Peng, Guyue Li, Junqing Zhang, Roger Woods, Ming Liu, and Aiqun Hu, “An investigation of using loop-back mechanism for channel reciprocity enhancement in secret key generation,” IEEE Transactions on Mobile Computing, vol. 18, no. 3, pp. 507 – 519, Mar. 2019. link
  45. Junqing Zhang, Alan Marshall, and Lajos Hanzo, “Channel-envelope differencing eliminates secret key correlation: LoRa-based key generation in low power wide area networks,” IEEE Transactions on Vehicular Technology, vol. 67, no. 12, pp. 12462-12466, Dec., 2018. link
  46. Guyue Li, Aiqun Hu, Chen Sun and Junqing Zhang, “Constructing reciprocal channel coefficients for secret key generation in FDD systems,” IEEE Communications Letters, vol. 22, no. 12, pp. 2487 – 2490, Dec., 2018. link
  47. Yuexiu Xing, Aiqun Hu, Junqing Zhang, Linning Peng, and Guyue Li, “On radio frequency fingerprint identification for DSSS systems in low SNR scenarios,” IEEE Communications Letters, vol. 22, no. 11, pp. 2326 -2329, Nov., 2018. link
  48. Guyue Li, Aiqun Hu, Junqing Zhang, Linning Peng, Chen Sun, and Daming Cao, “High-agreement uncorrelated secret key generation based on principal component analysis preprocessing,” IEEE Transactions on Communications, vol. 66, no. 7, pp. 3022 – 3034, Jul. 2018. link
  49. Yuanrui Zhang, Roger Woods, Youngwook Ko, Alan Marshall, and Junqing Zhang, “Security optimization of exposure region-based beamforming with a uniform circular array,” IEEE Transactions on Communications, vol. 66, no. 6, pp. 2630 – 2641, Jun. 2018. link
  50. Junqing Zhang, Trung Q. Duong, Roger Woods, and Alan Marshall, “Securing wireless communications of the Internet of Things from the physical layer, An overview,” Entropy, vol. 19, no. 8, 420, 2017. (Invited Paper) link
  51. Huy Nguyen, Junqing Zhang, Nan Yang, Trung Q. Duong, Won-Jon Hwang, “Secure cooperative single carrier systems under unreliable backhaul and dense networks impact,” IEEE Access, vol. 5, pp. 18310 – 18324, 2017. link
  52. Junqing Zhang, Biao He, Trung Q. Duong, and Roger Woods, “On the key generation from correlated wireless channels,” IEEE Communications Letters, vol. 21, no. 4, pp. 961 — 964, Apr. 2017. link
  53. Junqing Zhang, Alan Marshall, Roger Woods, and Trung Q. Duong, “Design of an OFDM physical layer encryption scheme,” IEEE Transactions on Vehicular Technology, vol. 66, no. 3, pp. 2114 – 2127, Mar. 2017. link
  54. Yuan Ding, Junqing Zhang, and Vincent Fusco, “Retrodirective assisted secure wireless key establishment,” IEEE Transactions on Communications, vol. 65, no. 1, pp. 320 – 334, Jan. 2017. Open Access. link
  55. Junqing Zhang, Roger Woods, Trung Q. Duong, Alan Marshall, Yuan Ding, Yi Huang, and Qian Xu, “Experimental study on key generation for physical layer security in wireless communications,” IEEE Access, vol. 4, pp. 4464 – 4477, Sept. 2016. Open Access. link
  56. Junqing Zhang, Alan Marshall, Roger Woods, and Trung Q. Duong, “Efficient key generation by exploiting randomness from channel responses of individual OFDM subcarriers,” IEEE Transactions on Communications, vol. 64, no. 6, pp. 2578 – 2588, Jun. 2016. Open Access. link
  57. Junqing Zhang, Trung Q. Duong, Alan Marshall, and Roger Woods, “Key generation from wireless channels: A review,” IEEE Access, vol. 4, pp. 614- 626, Mar. 2016. Open Access. link
  58. Jinghua Zhang, Phong Nguyen, Junqing Zhang, Emi Garcia, and Ngoc Phuc Le, “Impact of primary networks on the performance of energy harvesting cognitive radio networks,” IET Communications, vol. 10, no. 18, pp. 2559 – 2566, Dec. 2016. link
  59. Nguyen-Son Vo, Binh Ha, Berk Canberk, and Junqing Zhang, “Green two-tiered wireless multimedia sensor systems: An energy, bandwidth, and quality optimization framework,” IET Communications, vol. 10, no. 18, pp. 2543 – 2550, Dec. 2016. link
  60. Yuan Ding, Junqing Zhang, and Vincent Fusco, “Frequency diverse array OFDM transmitter for secure wireless communication,” Electronics Letters, vol. 51, no. 17, pp. 1374-1376, 2015. link

Conference Paper

  1. Tianya Zhao, Ningning Wang, Junqing Zhang, and Xuyu Wang, “Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting”, in Proc. IEEE INFOCOM, 2025.
  2. Lingnan Xie, Linning Peng, and Junqing Zhang, “Towards Robust RF Fingerprint Identification Using Spectral Regrowth and Carrier Frequency Offset”, in Proc. IEEE INFOCOM, 2025.
  3. To Truong An, Simon L. Cotton, Junqing Zhang, Yuan Ding and Trung Q. Duong, “LoRa Radio Frequency Fingerprinting Using a Hybrid Quantum-Classical Neural Network”, in Proc. IEEE VTC Fall, 2024.
  4. Min Wang, Linning Peng, Lingnan Xie, Junqing Zhang, Ming Liu, and Hua Fu, “Design of Noise Robust Open-Set Radio Frequency Fingerprint Identification Method”, in Proc. IEEE INFOCOM Workshop, 2024.
  5. Tianya Zhao, Xuyu Wang, Junqing Zhang, and Shiwen Mao, “Explanation-Guided Backdoor Attacks on Model-Agnostic RF Fingerprinting,” in Proc. IEEE INFOCOM, 2024.
  6. Chen Chen, and Junqing Zhang, “Machine Learning Enhanced Near-Field Secret Key Generation for Extremely Large-Scale MIMO,” in Proc. IEEE International Conference on Machine Learning for Communication and Networking, 2024.
  7. Yijia Guo, Junqing Zhang, and Y.-W. Peter Hong, “Deep Learning-Enhanced Physical Layer Authentication for Mobile Devices,” in Proc. IEEE GLOBECOM, 2023.
  8. Tianyu Lu, Liquan Chen, Junqing Zhang, Chen Chen, Trung Q. Duong, and Michail Matthaiou, “Precoding Design for Key Generation in Near-Field Extremely Large-Scale MIMO Communications,” in Proc. IEEE GLOBECOM Workshop, 2023.
  9. Chuanting Zhang, Shuping Dang, Junqing Zhang, Haixia Zhang, and Mark A. Beach, “Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation”, in Proc. IEEE INFOCOM Workshop, 2023. link
  10. Yuexiu Xing, Xiaoxing Chen, Junqing Zhang, Aiqun Hu, and Dengyin Zhang, “A Noise-Robust Radio Frequency Fingerprint Identification Scheme for Internet of Things Devices”, in Proc. IEEE INFOCOM Workshop, 2023.
  11. Chen Chen, Junqing Zhang, Tianyu Lu, Magnus Sandell, and Liquan Chen, “Machine Learning-Based Secret Key Generation for IRS-assisted Multi-antenna Systems”, in Proc. IEEE ICC, 2023. link
  12. 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.
  13. Hongyi Luo, Guyue Li, Yuexiu Xing, Junqing Zhang, Aiqun Hu, and Xianbin Wang, “RelativeRFF: Multi-Antenna Device Identification in Multipath Propagation Scenarios”, in Proc. IEEE ICC, 2023.
  14. Tianyu Lu, Liquan Chen, Junqing Zhang, Chen Chen, and Trung Duong, “Reconfigurable Intelligent Surface-Assisted Key Generation for Millimeter Wave Communications”, in Proc. IEEE WCNC Workshop, 2023. link
  15. Yanjin Qiu, Linning Peng, Junqing Zhang, Ming Liu, Hua Fu, and Aiqun Hu, “Signal-independent RFF Identification for LTE Mobile Devices via Ensemble Deep Learning,”, in Proc. IEEE GLOBECOM, 2022.
  16. Zhenni Wu, Linning Peng, Junqing Zhang, Ming Liu, Hua Fu, Aiqun Hu, “Authorized and Rogue LTE Terminal Identification Using Wavelet Coefficient Graph with Auto-encoder”, in Proc. IEEE VTC Fall, 2022
  17. Yuxuan Xu, Ming Liu, Linning Peng, Junqing Zhang, and Yawen Zheng, “Colluding RF Fingerprint Impersonation Attack Based on Generative Adversarial Network”, in Proc. IEEE ICC, 2022. IEEE link
  18. Guyue Li, Haiyu Yang, Junqing Zhang, Aiqun Hu, and Hongbo Liu, “Fast and Secure Key Generation with Channel Obfuscation in Slowly Varying Environments”, in Proc. IEEE INFOCOM, 2022
  19. 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 link, IEEE link
  20. Pengcheng Yin, Linning Peng, Junqing Zhang, Ming Liu, Hua Fu, and Aiqun Hu, “LTE Device Identification Based on RF Fingerprint with Multi-Channel Convolutional Neural Network,” in Proc. IEEE GLOBECOM, 2021.
  21. Yuepei Li, Yuan Ding, George Goussetis, and Junqing Zhang, “Power Amplifier enabled RF Fingerprint Identification,” in Proc. IEEE Texas Symposium on Wireless and Microwave Circuits and Systems, 2021.
  22. 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. link
  23. You Chen, Guyue Li, Chen Sun, Junqing Zhang, Eduard Jorswieck, and Bin Xiao, “Beam-domain secret key generation for multi-user massive MIMO networks,” in Proc. IEEE ICC, Dublin, Ireland, June 2020. link
  24. Wei Li, Mounir Ghogho, Junqing Zhang, Des McLernon, Jing Lei and Syed Ali Raza Zaidi, “Design of an Energy-Efficient Multidimensional Secure Constellation for 5G Communications,” in Proc. IEEE ICC Workshop on Wireless Physical Layer Security, Shanghai, China, May 2019.
  25. Yun Wen, Makoto Yoshida, Junqing Zhang, Zheng Chu, Pei Xiao, and Rahim Tafazolli, “Machine Learning Based Attack Against Artificial Noise-aided Secure Communication,” in Proc. IEEE ICC, Shanghai, China, May 2019.
  26. Linning Peng, Guyue Li, Junqing Zhang, and Aiqun Hu, “Securing M2M Transmissions Using Nonreconciled Secret Keys Generated from Wireless Channels,” in Proc. IEEE GLOBECOM Workshop on Trusted Communications with Physical Layer Security (TCPLS), Abu Dhabi, Dec. 2018. link
  27. Yuan Ding, Vincent Fusco, and Junqing Zhang, “Distributed OFDM transmitter scheme for Internet of Things,” in Proc. 12th European Conference on Antennas and Propagation (EuCAP), 2018. link
  28. Guyue Li, Aiqun Hu, Junqing Zhang, and Bin Xiao, “Security analysis of a novel artificial randomness approach for fast key generation,” in Proc. IEEE GLOBECOM, Singapore, Dec. 2017. link
  29. Yuan Ding, Vincent Fusco, and Junqing Zhang, “Phase error effects on distributed transmit beamforming for wireless communications,” in Proc. 11th European Conference on Antennas and Propagation (EuCAP), Paris, France, Mar. 2017. link
  30. Yuan Ding, Junqing Zhang, and Vincent Fusco, “Secure wireless key establishment using retrodirective array,” in Proc. IEEE GLOBECOM Workshop on Trusted Communications with Physical Layer Security (TCPLS), Washington DC, USA, Dec. 2016. link
  31. Junqing Zhang, Roger Woods, Trung Q. Duong, Alan Marshall, and Yuan Ding, “Experimental study on channel reciprocity in wireless key generation,” in Proc. 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications Special Session on Physical Layer Security for 5G, Edinburgh, UK, Jul. 2016 (Invited Paper). link
  32. Junqing Zhang, Roger Woods, Alan Marshall, and Trung Q. Duong, “Verification of key generation from individual OFDM subcarrier’s channel response,” in Proc. IEEE GLOBECOM Workshop on Trusted Communications with Physical Layer Security (TCPLS), San Diego, CA, USA, Dec. 2015, pp. 1–6. link
  33. Junqing Zhang, Roger Woods, Alan Marshall, and Trung Q. Duong, “An effective key generation system using improved channel reciprocity,” in Proc. 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, Apr. 2015, pp. 1727–1731. link
  34. Junqing Zhang, Alan Marshall, Roger Woods, and Trung Q. Duong, “Secure key generation from OFDM subcarriers’ channel responses,” in Proc. IEEE GLOBECOM Workshop on Trusted Communications with Physical Layer Security (TCPLS), Austin, Texas, USA, Dec. 2014, pp. 1302–1307. link