个人简介：

张鹏，博士，现任深圳大学电子与信息工程学院副教授，深圳市海外高层次人才。长期从事应用密码学、网络与信息安全方向的教学与研究工作，近年来在密文计算、隐私保护、云计算安全等方面取得了多项研究成果，主持完成国家自然科学基金项目1项、预研基金项目1项、深圳市科技计划项目3项、腾讯“犀牛鸟”科研基金项目1项及企业横向项目多项，作为主要参与人先后参与完成多项国家科技支撑计划、国家自然科学基金、深圳市科技计划项目。在国内外有影响的学术期刊（如TDSC、TIFS等信息安全领域权威期刊）和国际学术会议发表相关论文60多篇，申请国家发明专利30余项，获得广东省科技进步一等奖1项。

研究兴趣：全同态加密、密文计算、可信人工智能

教授课程：密码学与信息安全，信息安全工程，矩阵理论

招生信息：

学术型：信息与通信工程

专业型：新一代电子信息技术

科研项目：

[1]国家自然科学基金项目：移动医疗网络中隐私保护密文计算研究，项目负责人

[2]深圳市科技计划项目：云计算密文机器学习分类研究，项目负责人

[3]深圳市科技计划项目：基于全同态加密的云计算密文搜索研究，项目负责人

[4]深圳市科技计划项目：云计算平台基于函数加密的访问控制方法研究，项目负责人

[5]基础科研计划项目，群体动态识别与行为理解技术研究，项目负责人

[6]腾讯“犀牛鸟”-深圳大学青年教师科研基金项目：基于函数加密的多关键字密文搜索方法研究，项目负责人

[7]深圳大学AI4S 培育项目，基于深度生成式反卷积模型推断外周血白细胞中免疫细胞比例及免疫细胞特异性甲基化水平，项目负责人

[8]横向项目：云加速关键技术研究，项目负责人

[9]横向项目：密码学技术在区块链隐私保护中的应用，项目负责人

[10]横向项目：卫健政务系统与数据的访问控制，项目负责人

主要论文：

[1]Peng Zhang, Teng Huang, Xiaoqiang Sun, Wei Zhao, Hongwei Liu, Shangqi Lai, Joseph K. Liu. Privacy‐Preserving and Outsourced Multi‐party K‐means Clustering based on Multi‐key Fully Homomorphic Encryption. IEEE Transactions on Dependable and Secure Computing, 2023, 20(3): 2348-2359. (SCI, 中科院一区, CCF A)

[2]Yue Xiao, Peng Zhang*, and Yuhong Liu. Secure and Efficient Multi-Signature Schemes for Fabric: An Enterprise Blockchain Platform. IEEE Transactions on Information Forensics and Security, 2021, 16: 1782-1794. (SCI, 中科院一区, CCF A)

[3]Xiaoqiang Sun, F. Richard Yu, and Peng Zhang*, et al. A survey on Zero-knowledge Proof in Blockchain. IEEE Network, 2021, 35(4): 198-205. (SCI, 中科院一区)

[4]Peng Zhang, Hengrui Lu, and Tianbin Ding. Homomorphic activation and argmax via bootstrapping and applications in privacy-preserving neural networks. Neurocomputing, 2025, 651. (SCI, 中科院二区, CCF C)

[5]Peng Zhang, Junpeng Peng, and Zujie Tang. Security-aware Transactive Energy System with Virtual Power Plants Through Blockchain and Multi-Signature. Blockchain: Research and Applications, 2025, 100410. (SCI, 中科院二区, CCF B)

[6]Peng Zhang, Zehong Chen, Joseph K. Liu, Kaitai Liang, Hongwei Liu. An Efficient Access Control Scheme with Outsourcing Capability and Attribute Update for Fog Computing. Future Generation Computer Systems, 2018. 78: 753-762. (SCI, 中科院二区, CCF C)

[7]Peng Zhang, Joseph K. Liu*, F. Richard Yu, Mehdi Sookhak, Man Ho Au, Xiapu Luo. A Survey on Access Control in Fog Computing. IEEE Communications Magazine, 2018, 56(2): 144-149. (SCI, 中科院二区)

[8]Xiaoqiang Sun, Peng Zhang*, Jianping Yu, Weixin Xie, and Joseph K. Liu. Private Machine Learning Classification based on Fully Homomorphic Encryption. IEEE Transactions on Emerging Topics in Computing, 2020, 8(2): 352-364. (SCI, 中科院二区)

[9]Xiaoqiang Sun, F. Richard Yu*, Peng Zhang. A Survey on Cyber-Security of Connected and Autonomous Vehicles (CAVs). IEEE Transactions on Intelligent Transportation Systems, 2022, 23(7): 6240-6259. (SCI, 中科院二区, CCF B)

[10]Xiaoqiang Sun, F. Richard Yu, Peng Zhang*, Weixin Xie, and Xiang Peng. A Survey on Secure Computation Based on Homomorphic Encryption in Vehicular Ad Hoc Networks. Sensors, 2020, 20(15): 4235. (SCI, 中科院三区)

[11]Peng Zhang, Fa Ge, Zujie Tang and Weixin Xie. Achieving High Efficiency in Schnorr-Based Multi-Signature Applications in Blockchain. Electronics, 2025, 14, 1883. (SCI, 中科院四区)

[12]Peng Zhang, Ao Duan, and Hengrui Lu. An Efficient Homomorphic Argmax Approximation for Privacy-Preserving Neural Networks. Cryptography,2024, 8(2), 18. (SCI, 中科院四区)

[13]Peng Zhang, Peilin Wu, Yuhong Liu, Ye Chen, Yuanliang Li, Jun Yan, and Mohsen Ghafouri. Toward a Blockchain-Based, Reputation-Aware Secure Transactive Energy Market. Blockchains, 2024, 2(1): 61-78. (SCI)

[14]Peng Zhang, Hengrui Lu, Tianbin Ding. Homomorphic MaxPooling via bootstrapping for privacy-preserving neural networks. Inscrypt 2025. (CCF C)

[15]Peng Zhang, Ao Duan, Xianglu Zou, and Dongyan Qiu. Batch-oriented Element-wise Approximate Activation for Privacy-Preserving Neural Networks. ICICS 2025. (CCF C)

[16]Peng Zhang, Jianzhou Ruan, Jiaquan Wei. Fair Data Trading Protocol based on Passive Proxy Re-encryption with Smart Contracts. The 8th World Conference on Computing and Communication Technologies, 2025, 199-206. (EI)

[17]Peng Zhang, Dongyan Qiu, Ao Duan, and Hongwei Liu. Efficient Homomorphic Approximation of Max Pooling for Privacy-Preserving Deep Learning, ML4CS 2024, LNCS 15566, pp. 70-80, 2025. (EI)

[18]Peng Zhang, Jiaquan Wei, Yuhong Liu, Jianzhou Ruan, Hui Cui. Ensuring Fair Data Trading via Passive Proxy Re-encryption with Smart Contracts. International Conference on Provable Security, 2024, 257-266. (EI)

[19]Peng Zhang, Yongwen Huang, Fa Ge, Yuhong Liu. Group-Oriented Multi-Signature Supporting Monotonic Endorse Policies in Hyperledger Fabric. In Proceedings of the 6th International Conference on Blockchain. Dec. 17-21, 2023. (EI)

[20]Peng Zhang, Fengjia Mei, Zonghao Liu, Ke Xie, Yuanman Li, Yanshan Li. Aerial Target Grouping based on Sparse Subspace Clustering with the Mixed constraints of Distance and Velocity. In Proceedings of the 9th International Conference on Big Data and Information Analytics. Dec. 15-17, 2023. (EI)

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