主要成果 | 主持科研项目: 国家自然科学基金地区科学基金项目:基于变分量子线路的混合型量子机器学习算法研究(编号:62162041),2022.1 2025.12. 上海市科委项目:面向智能制造的纵向联邦学习隐私保护机制与应用(编号:23010501800),2023.1 2025.12. 国家自然科学基金面上项目:高效半量子密钥分配协议及其安全性研究(编号:61871205),2019.1 2022.12. 国家自然科学基金地区科学基金项目:图像压缩感知与图像加密融合算法研究(编号:61262084),2013.1 2016.12. 国家自然科学基金地区科学基金项目:基于量子图像表示与变换理论的图像加密算法研究(编号:61462061),2015.1 2018.12. 2019年江西省“双千计划”科技创新高端人才项目:网络空间安全,2020.1-2023.12. 第三批江西省“赣鄱英才555工程”人选计划项目:智能信号处理与信息安全关键技术研究,2013.1 2016.12. 2016年江西省主要学科学术和技术带头人培养对象计划项目:基于迭代超混沌系统的图像加密研究(编号:20162BCB22011),2016.1 2018.12.
代表性论文: Nanrun Zhou, Tianfeng Zhang, Xinwen Xie, Junyun Wu. Hybrid quantum-classical generative adversarial networks for image generation via learning discrete distribution [J]. Signal Processing-Image Communication, 2023, 110: 116891. Chenfeng Duan, Jie Zhou, Lihua Gong, Junyun Wu, Nanrun Zhou. New color image encryption scheme based on multiple-parameter fractional discrete Tchebyshev moments and nonlinear fractal permutation method [J]. Optics and Lasers in Engineering, 2022, 150: 106881. Zhijing Huang, Shan Cheng, Lihua Gong, Nanrun Zhou. Nonlinear optical multi-image encryption scheme with two-dimensional linear canonical transform [J]. Optics and Lasers in Engineering, 2020, 124: 205821. Nanrun Zhou, Kongni Zhu, Xiangfu Zou. Multi-party semi-quantum key distribution protocol with four-particle cluster state [J]. Annalen der Physik, 2019, 531(8): 1800520. Nanrun Zhou, Hao Jiang, Lihua Gong, Xinwen Xie. Double-image compression and encryption algorithm based on co-sparse representation and random pixel exchanging [J]. Optics and Lasers in Engineering, 2018, 110: 72-79. Nanrun Zhou, Shumin Pan, Shan Cheng, Zhihong Zhou. Image compression-encryption scheme based on hyper-chaotic system and 2D compressive sensing [J]. Optics and Laser Technology, 2016, 82: 121-133. Nanrun Zhou, Aidi Zhang, Fen Zheng, Lihua Gong. Image compression-encryption hybrid algorithm based on key-controlled measurement matrix in compressive sensing [J]. Optics and Laser Technology, 2014, 62: 152-160.
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