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Wu, Zhenni, Peng, Linning, Zhang, Junqing ORCID: 0000-0002-3502-2926, Liu, Ming, Fu, Hua and Hu, Aiqun (2023) Authorized and Rogue LTE Terminal Identification Using Wavelet Coefficient Graph with Auto-encoder. In: 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 2022-9-26 - 2022-9-29.

Chen, You, Li, Guyue, Sun, Chen, Zhang, Junqing ORCID: 0000-0002-3502-2926, Jorswieck, Eduard and Xiao, Bin (2020) Beam-Domain Secret Key Generation for Multi-User Massive MIMO Networks. In: ICC 2020 - 2020 IEEE International Conference on Communications (ICC), 2020-6-7 - 2020-6-11, Dublin, Ireland.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Marshall, Alan ORCID: 0000-0002-8058-5242 and Hanzo, Lajos (2018) Channel-Envelope Differencing Eliminates Secret Key Correlation: LoRa-Based Key Generation in Low Power Wide Area Networks. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 67 (12). pp. 12462-12466.

Xu, Yuxuan, Liu, Ming, Peng, Linning, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Zheng, Yawen (2022) Colluding RF Fingerprint Impersonation Attack Based on Generative Adversarial Network. In: ICC 2022 - IEEE International Conference on Communications, 2022-5-16 - 2022-5-20.

Li, Guyue, Hu, Aiqun, Sun, Chen and Zhang, Junqing ORCID: 0000-0002-3502-2926 (2018) Constructing Reciprocal Channel Coefficients for Secret Key Generation in FDD Systems. IEEE COMMUNICATIONS LETTERS, 22 (12). pp. 2487-2490.

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, 61 (9). pp. 170-176.

Peng, Linning, Zhang, Junqing ORCID: 0000-0002-3502-2926, Liu, Ming and Hu, Aiqun (2020) Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 69 (1). pp. 1091-1095.

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

Guo, Yijia, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Hong, Y-W Peter (2023) Deep Learning-Enhanced Physical Layer Authentication for Mobile Devices. In: IEEE Global Communications Conference, 2023-12-4 - 2023-12-8, Kuala Lumpur, Malaysia.

Zhang, Xinwei, Li, Guyue, Zhang, Junqing ORCID: 0000-0002-3502-2926, Hu, Aiqun, Hou, Zongyue and Xiao, Bin (2022) Deep-Learning-Based Physical-Layer Secret Key Generation for FDD Systems. IEEE INTERNET OF THINGS JOURNAL, 9 (8). pp. 6081-6094.

Xing, Yuexiu, Hu, Aiqun, Zhang, Junqing ORCID: 0000-0002-3502-2926, Peng, Linning and Wang, Xianbin (2023) Design of a Channel Robust Radio Frequency Fingerprint Identification Scheme. IEEE INTERNET OF THINGS JOURNAL, 10 (8). pp. 6946-6959.

Xing, Yuexiu, Hu, Aiqun, Zhang, Junqing ORCID: 0000-0002-3502-2926, Yu, Jiabao, Li, Guyue and Wang, Ting (2020) Design of a Robust Radio-Frequency Fingerprint Identification Scheme for Multimode LFM Radar. IEEE INTERNET OF THINGS JOURNAL, 7 (10). pp. 10581-10593.

Lucky, Godswill Azibanagein (2021) Distributed Network Monitoring for Distributed Denial of Service Attacks Detection and Prevention. PhD thesis, University of Liverpool.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Marshall, Alan ORCID: 0000-0002-8058-5242, Woods, Roger and Duong, Trung Q (2016) Efficient Key Generation by Exploiting Randomness from Channel Responses of Individual OFDM Subcarriers. IEEE Transitions on Communications, 64 (6). pp. 2578-2588.

Zhang, Xinwei, Li, Guyue, Zhang, Junqing ORCID: 0000-0002-3502-2926, Peng, Linning, Hu, Aiqun and Wang, Xianbin (2024) Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments. IEEE Transactions on Vehicular Technology.

Li, Guyue, Zhang, Zheying, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Hu, Aiqun (2021) Encrypting Wireless Communications on the Fly Using One-Time Pad and Key Generation. IEEE INTERNET OF THINGS JOURNAL, 8 (1). pp. 357-369.

Ruotsalainen, Henri, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Grebeniuk, Stepan (2020) Experimental Investigation on Wireless Key Generation for Low-Power Wide-Area Networks. IEEE INTERNET OF THINGS JOURNAL, 7 (3). pp. 1745-1755.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Woods, Roger, Duong, Trung Q, Marshal, Alan, Ding, Yuan, Huang, Yi ORCID: 0000-0001-7774-1024 and Xu, Qian (2016) Experimental Study on Key Generation for Physical Layer Security in Wireless Communications. IEEE Access, 4 (99). pp. 4464-4477.

Zhao, Tianya, Wang, Xuyu, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Mao, Shiwen (2023) Explanation-Guided Backdoor Attacks on Model-Agnostic RF Fingerprinting. In: IEEE International Conference on Computer Communications.

Shen, Guanxiong and Zhang, Junqing ORCID: 0000-0002-3502-2926 (2024) Exploration of Transferable Deep Learning-Aided Radio Frequency Fingerprint Identification Systems. Security and Safety, 3. p. 2023019.

Zhang, Chuanting, Dang, Shuping, Zhang, Junqing ORCID: 0000-0002-3502-2926, Zhang, Haixia and Beach, Mark A (2023) Federated Radio Frequency Fingerprinting with Model Transfer and Adaptation. In: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2023-5-20 - 2023-5-20.

Yin, Guolin, Zhang, Junqing ORCID: 0000-0002-3502-2926, Shen, Guanxiong ORCID: 0000-0002-0331-4211 and Chen, Yingying ORCID: 0000-0002-3994-766X (2024) FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning. IEEE Transactions on Mobile Computing, 23 (1). pp. 453-468.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Zheng, Yushi, Xu, Weitao and Chen, Yingying (2023) H2K: A Heartbeat-Based Key Generation Framework for ECG and PPG Signals. IEEE TRANSACTIONS ON MOBILE COMPUTING, 22 (2). pp. 923-934.

Li, Guyue, Hu, Aiqun, Zhang, Junqing ORCID: 0000-0002-3502-2926, Peng, Linning, Sun, Chen and Cao, Daming (2018) High-Agreement Uncorrelated Secret Key Generation Based on Principal Component Analysis Preprocessing. IEEE TRANSACTIONS ON COMMUNICATIONS, 66 (7). pp. 3022-3034.

Peng, Linning, Li, Guyue, Zhang, Junqing ORCID: 0000-0002-3502-2926, Woods, Roger, Liu, Ming and Hu, Aiqun (2019) An Investigation of Using Loop-Back Mechanism for Channel Reciprocity Enhancement in Secret Key Generation. IEEE TRANSACTIONS ON MOBILE COMPUTING, 18 (3). pp. 507-519.

Lu, Tianyu, Chen, Liquan, Zhang, Junqing ORCID: 0000-0002-3502-2926, Chen, Chen and Hu, Aiqun (2023) Joint Precoding and Phase Shift Design in Reconfigurable Intelligent Surfaces-Assisted Secret Key Generation. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 18. pp. 3251-3266.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Ding, Ming, Li, Guyue and Marshall, Alan ORCID: 0000-0002-8058-5242 (2019) Key Generation Based on Large Scale Fading. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 68 (8). pp. 8222-8226.

Xu, Weitao, Zhang, Junqing ORCID: 0000-0002-3502-2926, Huang, Shunqi, Luo, Chengwen and Li, Wei (2021) Key Generation for Internet of Things: A Contemporary Survey. ACM Computing Surveys, 54 (1). pp. 1-37.

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-.

Chen, Chen and Zhang, Junqing ORCID: 0000-0002-3502-2926 (2023) Machine Learning Enhanced Near-Field Secret Key Generation for Extremely Large-Scale MIMO. In: IEEE International Conference on Machine Learning for Communication and Networking.

Chen, Chen, Zhang, Junqing ORCID: 0000-0002-3502-2926, Lu, Tianyu, Sandell, Magnus and Chen, Liquan (2023) Machine Learning-Based Secret Key Generation for IRS-Assisted Multi-Antenna Systems. In: ICC 2023 - IEEE International Conference on Communications, 2023-5-28 - 2023-6-1.

Huan, Xintao ORCID: 0000-0002-6114-4994, Kim, Kyeong Soo and Zhang, Junqing ORCID: 0000-0002-3502-2926 (2021) NISA: Node Identification and Spoofing Attack Detection Based on Clock Features and Radio Information for Wireless Sensor Networks. IEEE Transactions on Communications, 69 (7). p. 1.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Li, Guyue, Marshall, A ORCID: 0000-0002-8058-5242, Hu, A and Hanzo, L (2020) A New Frontier for IoT Security Emerging From Three Decades of Key Generation Relying on Wireless Channels. IEEE Access, 8. pp. 138406-138446.

Xing, Yuexiu, Chen, Xiaoxing, Zhang, Junqing ORCID: 0000-0002-3502-2926, Hu, Aiqun and Zhang, Dengyin (2023) A Noise-Robust Radio Frequency Fingerprint Identification Scheme for Internet of Things Devices. In: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2023-5-20 - 2023-5-20.

Xing, Yuexiu, Hu, Aiqun, Zhang, Junqing ORCID: 0000-0002-3502-2926, Peng, Linning and Li, Guyue (2018) On Radio Frequency Fingerprint Identification for DSSS Systems in Low SNR Scenarios. IEEE COMMUNICATIONS LETTERS, 22 (11). pp. 2326-2329.

Wang, Yuchen, Wang, Xinheng ORCID: 0000-0001-8771-8901, Liu, Ang, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Zhang, Jinhua (2023) Ontology of 3D virtual modeling in digital twin: a review, analysis and thinking. Journal of Intelligent Manufacturing.

Li, Guyue, Sun, Chen, Zhang, Junqing ORCID: 0000-0002-3502-2926, Jorswieck, Eduard, Xiao, Bin and Hu, Aiqun (2019) Physical Layer Key Generation in 5G and Beyond Wireless Communications: Challenges and Opportunities. ENTROPY, 21 (5). E497-.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Rajendran, Sekhar, Sun, Zhi, Woods, Roger and Hanzo, Lajos (2019) Physical Layer Security for the Internet of Things: Authentication and Key Generation. IEEE WIRELESS COMMUNICATIONS, 26 (5). pp. 92-98.

Ji, Zijie, Yeoh, Phee Lep, Chen, Gaojie, Zhang, Junqing ORCID: 0000-0002-3502-2926, Zhang, Yan, He, Zunwen, Yin, Hao and Li, Yonghui (2022) Physical-Layer-Based Secure Communications for Static and Low-Latency Industrial Internet of Things. IEEE INTERNET OF THINGS JOURNAL, 9 (19). pp. 18392-18405.

Lu, Tianyu, Chen, Liquan, Zhang, Junqing ORCID: 0000-0002-3502-2926, Chen, Chen, Duong, Trung and Matthaiou, Michail (2023) Precoding Design for Key Generation in Near-Field Extremely Large-Scale MIMO Communications. In: IEEE Global Communications Conference.

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, 61 (10). pp. 110-115.

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.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Woods, Roger, Sandell, Magnus, Valkama, Mikko, Marshall, Alan ORCID: 0000-0002-8058-5242 and Cavallaro, Joseph (2021) Radio Frequency Fingerprint Identification for Narrowband Systems, Modelling and Classification. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 16. pp. 3974-3987.

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.

Li, Yuepei, Ding, Yuan, Zhang, Junqing ORCID: 0000-0002-3502-2926, Goussetis, George and Podilchak, Symon KK (2022) Radio Frequency Fingerprinting Exploiting Non-Linear Memory Effect. IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 8 (4). pp. 1618-1631.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Chang, Chip-Hong, Gu, Chongyan and Hanzo, Lajos (2022) Radio Frequency Fingerprints vs. Physical Unclonable Functions-Are They Twins, Competitors, or Allies? IEEE NETWORK, 36 (6). pp. 68-75.

Lu, Tianyu, Chen, Liquan, Zhang, Junqing ORCID: 0000-0002-3502-2926, Cao, Kailin and Hu, Aiqun (2022) Reconfigurable Intelligent Surface Assisted Secret Key Generation in Quasi-Static Environments. IEEE COMMUNICATIONS LETTERS, 26 (2). pp. 244-248.

Lu, Tianyu, Chen, Liquan, Zhang, Junqing ORCID: 0000-0002-3502-2926, Chen, Chen and Duong, Trung Q (2023) Reconfigurable Intelligent Surface-Assisted Key Generation for Millimeter Wave Communications. In: 2023 IEEE Wireless Communications and Networking Conference (WCNC), 2023-3-26 - 2023-3-29.

Luo, Hongyi, Li, Guyue, Xing, Yuexiu, Zhang, Junqing ORCID: 0000-0002-3502-2926, Hu, Aiqun and Wang, Xianbin (2023) RelativeRFF: Multi-Antenna Device Identification in Multipath Propagation Scenarios. In: ICC 2023 - IEEE International Conference on Communications, 2023-5-28 - 2023-6-1.

Chen, Chen ORCID: 0000-0002-5161-8973, Zhang, Junqing ORCID: 0000-0002-3502-2926, Lu, Tianyu ORCID: 0000-0002-7958-1594, Sandell, Magnus ORCID: 0000-0001-8625-5394 and Chen, Liquan ORCID: 0000-0002-7202-4939 (2024) Secret Key Generation for IRS-Assisted Multi-Antenna Systems: A Machine Learning-Based Approach. IEEE Transactions on Information Forensics and Security, 19. pp. 1086-1098.

Zhang, Junqing ORCID: 0000-0002-3502-2926, Duong, Trung Q, Woods, Roger and Marshall, Alan ORCID: 0000-0002-8058-5242 (2017) Securing Wireless Communications of the Internet of Things from the Physical Layer, An Overview. ENTROPY, 19 (8). p. 420.

Zhang, Yuanrui, Woods, Roger, Ko, Youngwook, Marshall, Alan ORCID: 0000-0002-8058-5242 and Zhang, Junqing ORCID: 0000-0002-3502-2926 (2018) Security Optimization of Exposure Region-Based Beamforming With a Uniform Circular Array. IEEE TRANSACTIONS ON COMMUNICATIONS, 66 (6). pp. 2630-2641.

Li, Guyue, Ma, Yiyun, Wang, Wenhao, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Luo, Hongyi (2024) The Self-Detection Method of the Puppet Attack in Biometric Fingerprinting. IEEE Internet of Things Journal.

Qiu, Yanjin, Peng, Linning, Zhang, Junqing ORCID: 0000-0002-3502-2926, Liu, Ming, Fu, Hua and Hu, Aiqun (2023) Signal-independent RFF Identification for LTE Mobile Devices via Ensemble Deep Learning. In: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 2022-12-4 - 2022-12-8.

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Zhao, Huijuan, Zhao, Yingbo, Song, Yinxuan, Zhou, Ming, Lv, Wei, Tao, Liu, Feng, Yuzhang, Song, Biying, Ma, Yue, Zhang, Junqing et al (show 16 more authors) , Xiao, Jun, Wang, Ying, Lien, Der-Hsien, Amani, Matin, Kim, Hyungjin, Chen, Xiaoqing, Wu, Zhangting, Ni, Zhenhua, Wang, Peng, Shi, Yi, Ma, Haibo, Zhang, Xiang, Xu, Jian-Bin, Troisi, Alessandro ORCID: 0000-0002-5447-5648, Javey, Ali and Wang, Xinran (2019) Strong optical response and light emission from a monolayer molecular crystal. NATURE COMMUNICATIONS, 10 (1). 5589-.

Li, Guyue, Sun, Chen, Jorswieck, Eduard A, Zhang, Junqing ORCID: 0000-0002-3502-2926, Hu, Aiqun and Chen, You (2021) Sum Secret Key Rate Maximization for TDD Multi-User Massive MIMO Wireless Networks. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 16. pp. 968-982.

Ding, Yuan, Fusco, Vincent, Zhang, Junqing ORCID: 0000-0002-3502-2926 and Wang, Wen-Qin (2019) Time-Modulated OFDM Directional Modulation Transmitters. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 68 (8). pp. 8249-8253.

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, Woods, Roger, Cavallaro, Joseph and Chen, Liquan (2023) Towards Receiver-Agnostic and Collaborative Radio Frequency Fingerprint Identification. IEEE Transactions on Mobile Computing. pp. 1-17.

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 ORCID: 0000-0002-8058-5242 and Chang, Chip-Hong (2023) White-Box Adversarial Attacks on Deep Learning-Based Radio Frequency Fingerprint Identification. In: ICC 2023 - IEEE International Conference on Communications, 2023-5-28 - 2023-6-1, Rome, Italy.

Yang, Lu, Gao, Yansong, Zhang, Junqing ORCID: 0000-0002-3502-2926, Camtepe, Seyit and Jayalath, Dhammika (2022) A channel perceiving attack and the countermeasure on long-range IoT physical layer key generation. COMPUTER COMMUNICATIONS, 191. pp. 108-118.