博士，教授/博士生导师 人工智能学部，上海电力大学 上海市曙光学者 上海市教学能手 上海市青年科技启明星（A类） 上海市青年五四奖章个人 上海市东方英才计划青年项目 地址：上海市浦东新区沪城环路1851号计电楼A504室 邮箱： kzhang@shiep.edu.cn; zhangkaiecnu@163.com [CV][English Page][Google Scholar][DBLP][ORCID][Codes]

关于我

张凯，1990年9月出生，山东临沂人。2012年7月本科毕业于山东师范大学，2017年12月博士毕业于华东师范大学，2017年3月至2017年9月在新加坡南洋理工大学联合培养。2018年2月入职上海电力大学，2020年3月晋升副教授。2023年9月至2024年6月在上海交通大学访学。2024年1月破格晋升教授。

研究领域为网络与信息安全，研究方向是应用密码学、数据安全、人工智能安全。截至目前，已在EUROCRYPT、ASIACRYPT、PKC和IEEE TIFS/TDSC/TKDE/TVT、TCS等会议和期刊上发表CCF-A/B类论文40余篇，授权国家发明专利9项，主编“十四五”国家重点图书“密码理论与技术丛书”——《属性基加密》。主持国家自然科学基金面上项目，入选上海市教委“曙光计划”/“晨光计划”、上海市青年科技启明星（A类）、东方英才计划青年项目、上海电力大学“上电之翼”青年人才打造计划。曾获上海市科技进步奖二等奖、中电联电力科技创新奖一等奖等科技奖励6项。担任上海市信息学会理事。

主讲计算机网络、计算机网络安全、区块链技术等课程，所主讲课程入选2024学年度“上海高校示范性本科课堂”，主持建设上海市一流本科课程、上海市课程思政示范课程、教育部产学合作协同育人项目等课程建设和教改项目，获第四届上海高校青年教师教学竞赛一等奖、第二届上海市高校教师教学创新大赛一等奖、校青教赛一等奖/教创赛特等奖/课程思政大赛特等奖等教学竞赛奖励7项。担任第17-25期上海市属高校新教师岗前培训带教导师/授课师资、上海市高等学校计算机等级考试命题组成员。

曾获“上海市青年五四奖章个人”、“上海市教学能手”、上海市教育委员会“记功”、“上海电力大学课程思政教学名师”等荣誉奖励。指导学生获全国密码技术竞赛、上海市“挑战杯”/“互联网+”/国际大学生创新大赛等学科竞赛奖励10余项。累计指导毕业的研究生13人，国家奖学金10人、校长奖学金2人，发表CCF推荐期刊或会议论文30余篇，其中CCF-A/B类和SCI一/二区论文20余篇，毕业生去向包括：985高校博士深造、国网网省公司、中国银联、省直单位等。

研究兴趣

• 应用密码学：函数加密、可搜索加密、属性基加密

• 数据安全：联邦学习、隐私保护计算、区块链技术

• 人工智能安全：隐私保护机器学习、模型对抗攻击与防御

工作经历

• 2025.10-至今，教授，人工智能学部，上海电力大学

• 2024.01-2025.10，教授，计算机科学与技术学院，上海电力大学

• 2020.03-2023.12，副教授，计算机科学与技术学院，上海电力大学

• 2018.02-2020.03，讲师，计算机科学与技术学院，上海电力大学

教育背景

• 2023.09-2024.06，访问学者，计算机科学与技术，上海交通大学（导师：朱浩瑾教授）

• 2017.03-2017.09，Research Assistant, Nanyang Technological University, Singapore (Supervisor: Prof. WANG Huaxiong)

• 2012.09-2017.12，博士，计算机软件与理论，华东师范大学（导师：钱海峰研究员、陈洁研究员）

• 2008.09-2012.06，本科，计算机科学与技术，山东师范大学

代表性论文 （完整论文列表:[Google Scholar][DBLP][ORCID]）

• AdvBiTrans: An Efficient Botnet Detection Method based on Adversarial BiLSTM-Transformer in IIoT
  Yong Wang, Zhenyang Yan, Kai Zhang*, Mi Wen
  The Computer Journal (COMJNL), bxaf140, https://doi.org/10.1093/comjnl/bxaf140 (2025) [CCF-B]

• On Adversarial Attack Detection in Intrusion Detection System with Graph Neural Network
  Kai Zhang, Qingqing Li, Jianting Ning, Junqing Gong, Haifeng Qian
  The Computer Journal (COMJNL), bxaf096, https://doi.org/10.1093/comjnl/bxaf096 (2025) [CCF-B]

• Multi-writer/Reader Forward and Backward Private DSSE with Bilateral Selection
  Jiawen Wu, Kai Zhang*, Jianting Ning, Hao Chen, Lefeng Zhang, Zuobin Ying
  IEEE Transactions on Dependable and Secure Computing (IEEE TDSC) (2025) [CCF-A]

• AuthGraph: Authorized Search over Encrypted Social Graph Database with Trusted Hardware
  Jiawen Wu, Yifan Xu, Kai Zhang*, Pengfei Wu, Yuling Chen, Jianting Ning
  IEEE Transactions on Dependable and Secure Computing (IEEE TDSC) (2025) [CCF-A]

• Flamer: Flexible-Authorized Message Classification Against Message Recovery Attacks in Social IoV
  Meng Wu, Kai Zhang*, Liangliang Wang, Jianting Ning
  IEEE Transactions on Vehicular Technology (IEEE TVT) (2025) [SCI二区]

• Lightweight and Dynamic Privacy-Preserving Federated Learning via Functional Encryption
  Boan Yu, Jun Zhao, Kai Zhang*, Junqing Gong, Haifeng Qian
  IEEE Transactions on Information Forensics and Security (IEEE TIFS) 20:2496-2508 (2025) [CCF-A]

• Pattern Hiding and Authorized Searchable Encryption for Data Sharing in Cloud Storage
  Kai Zhang*, Boli Hu, Jianting Ning, Junqing Gong, Haifeng Qian
  IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE) 37 (5): 2802-2815 (2025) [CCF-A]

• PPFL: Privacy-Preserving Federated Learning Based on Differential Privacy and Personalized Data Transformation
  Jiali Han, Liangliang Wang, Zhiquan Liu, Baodong Qin, Kai Zhang, Weiwei Li
  IEEE Internet of Things Journal (IEEE IoT-J) 12 (20): 42652-42665 (2025) [SCI二区]

• PrivBox: Privacy-Preserving Deep Packet Inspection with Dual Double-masking Obfuscated Rule Generation
  Pengfei Wu, Jianting Ning, Xinyi Huang, Rongmao Chen, Kai Zhang, Kaitai Liang
  IEEE Transactions on Dependable and Secure Computing (IEEE TDSC) 22 (5): 4954-4970 (2025) [CCF-A]

• Coordinated Scheduling Optimization for Computility Center Microgrid Considering Computing Resources Dynamic Pooling
  Jian Zhao, Keran Huang, Yuan Gao, Xiaoyan Bian, Kai Zhang, Dongdong Li, Haoyang Cui
  Applied Energy (AE) 393:125971 (2025) [SCI一区]

• Blockchain-Based Revocable Key-Aggregate Searchable Encryption for Group Data Sharing in Cloud-Assisted Industrial IoT
  Kai Zhang, Xinyi Hu, Jian Zhao, Lifei Wei, Jianting Ning
  IEEE Internet of Things Journal (IEEE IoT-J) 12(11): 16899-16911 (2025) [SCI二区]

• KA2SE: Key-Aggregation Authorized Searchable Encryption Scheme for Data Sharing in Wireless Sensor Networks
  Haijiang Wang, Jianting Ning, Wei Wu, Chao Lin, Kai Zhang
  IEEE Transactions on Services Computing(IEEE TSC) 18(1):226-238 (2025) [CCF-A]

• Fuzzy Multi-Keyword Search for Multi-Owner Scenario in IoV
  Jinguo Li, Yin He, Kai Zhang*, Peichun Yuan, Jie Yu
  IEEE Transactions on Vehicular Technology (IEEE TVT) 74(4):5698-5712 (2025) [SCI二区]

• Verifiable and Privacy-Enhanced Authorized Keyword Search for Mobile Cloud Storage
  Zhentao Long, Kai Zhang*, Jinguo Li, Pengfei Wu, Jianting Ning
  IEEE Internet of Things Journal (IEEE IoT-J) 12(6):7348-7359 (2025) [SCI二区]

• Practical Searchable Symmetric Encryption for Arbitrary Boolean Query-Join in Cloud Storage
  Jiawen Wu, Kai Zhang*, Lifei Wei, Junqing Gong, Jianting Ning
  IEEE Transactions on Information Forensics and Security (IEEE TIFS) 19:10086-10098 (2024) [CCF-A]

• Malicious-Resistant Non-Interactive Verifiable Aggregation for Federated Learning
  Yin Zhu, Junqing Gong, Kai Zhang, Haifeng Qian
  IEEE Transactions on Dependable and Secure Computing (IEEE TDSC) 21(6): 5600-5616 (2024) [CCF-A]

• Registered Functional Encryptions from Pairings
  Ziqi Zhu, Jiangtao Li, Kai Zhang, Junqing Gong, Haifeng Qian
  43rd Annual International Conference on the Theory and Applications of Cryptographic Techniques, (EUROCRYPT) (2) 2024:373-402 [CCF-A]

• Public-Key Encryption with Keyword Search in Multi-user, Multi-challenge Setting under Adaptive Corruptions
  Yunhao Ling, Kai Zhang, Jie Chen, Qiong Huang, Haifeng Qian
  IACR International Conference on Public-Key Cryptography (PKC) 2024: 105-126, [CCF-B]

• An Intrusion Detection Method Based on Attention Mechanism to Improve CNN-BiLSTM Model
  Dingyu Shou, Chao Li, Zhen Wang, Song Cheng, Xiaobo Hu, Kai Zhang, Mi Wen, Yong Wang
  The Computer Journal (COMJNL) 67(5):1851–1865 (2024) [CCF-B]

• Lavida: Large-universe, Verifiable and Dynamic Fine-grained Access Control for E-health Cloud
  Jun Zhao, Kai Zhang, Junqing Gong, Haifeng Qian
  IEEE Transactions on Information Forensics and Security (IEEE TIFS) 19:2732-2745 (2024) [CCF-A]

• Non-interactive Boolean Searchable Asymmetric Encryption with Bilateral Access Control
  Xiwen Wang, Kai Zhang*, Jinguo Li, Mi Wen, Shengmin Xu, Jianting Ning
  The Computer Journal (COMPJ) 67(1): 179–194 (2024) [CCF-B]

• Updatable Searchable Symmetric Encryption: Definitions and Constructions
  Xiwen Wang, Kai Zhang*, Junqing Gong, Shi-Feng Sun, Jianting Ning
  Theoretical Computer Science (TCS), 983: 114304 (2024) [CCF-B]

• Privacy-Preserving Traceable Encrypted Traffic Inspection in Blockchain-based Industrial IoT
  Kai Zhang, Minjun Deng, Bei Gong, Yinbin Miao, Jianting Ning
  IEEE Internet of Things Journal (IEEE IoT-J) 11(2):3484-3496 (2024) [SCI二区]

• FPCNN: A Fast Privacy-Preserving Outsourced Convolutional Neural Network with Low-Bandwidth
  Jinguo Li, Yan Yan, Kai Zhang*, Chunlin Lia, Peichun Yuan
  Knowledge-Based Systems (KBS) 283:111181 (2024) [SCI一区]

• Registered ABE via Predicate Encodings
  Ziqi Zhu, Kai Zhang, Junqing Gong, Haifeng Qian
  29th Annual International Conference on the Theory and Applications of Cryptology and Information Security (ASIACRYPT) (5) 2023: 66–97 [国际三大密码会]

• DCDPI: Dynamic and Continuous Deep Packet Inspection in Secure Outsourced Middleboxes
  Minjun Deng, Kai Zhang*, Pengfei Wu, Mi Wen, Jianting Ning
  IEEE Transactions on Cloud Computing (IEEE TCC) 11(4):3510-3524 (2023) [CCF-C]

• Verifiable Cloud-Based Data Publish-Subscribe Service with Hidden Access Policy
  Chunlin Li, Jinguo Li, Kai Zhang, Yan Yan, Jianting Ning
  IEEE Transactions on Cloud Computing (IEEE TCC) 11(4):3737-3749 (2023) [CCF-C]

• Multi-Client Boolean File Retrieval with Adaptable Authorization Switching for Secure Cloud Search Services
  Kai Zhang, Xiwen Wang, Jianting Ning, Mi Wen, Rongxing Lu
  IEEE Transactions on Dependable and Secure Computing (IEEE TDSC) 20(6):4621-4636 (2023) [CCF-A]

• Secure Cloud-Assisted Data Pub/Sub Service with Fine-grained Bilateral Access Control
  Kai Zhang, Xiwen Wang, Jianting Ning, Junqing Gong, Xinyi Huang
  IEEE Transactions on Information Forensics and Security (IEEE TIFS) 18: 5286-5301 (2023) [CCF-A]

• Forward Secure Public-key Authenticated Encryption with Conjunctive Keyword Search
  Zhe Jiang, Kai Zhang*, Liangliang Wang, Jianting Ning
  The Computer Journal (COMPJ) 66(9): 2265–2278 (2023) [CCF-B]

• Bounded-collusion Decentralized ABE with Sublinear Parameters
  Jun Zhao, Minghao Yang, Junqing Gong, Kai Zhang, Haifeng Qian
  Theoretical Computer Science (TCS), 960: 113897 (2023) [CCF-B]

• Privacy-Preserving Federated Learning via Functional Encryption, Revisited
  Yansong Chang, Kai Zhang, Junqing Gong, Haifeng Qian
  IEEE Transactions on Information Forensics and Security (IEEE TIFS) 18: 1855-1869 (2023) [CCF-A]

• Dual-Server Boolean Data Retrieval for Highly-Scalable Secure File Sharing Services
  Kai Zhang, Xiwen Wang, Jianting Ning, Xinyi Huang
  IEEE Transactions on Information Forensics and Security (IEEE TIFS) 18: 449-462 (2023) [CCF-A]

• Efficient Certificateless Online/Offline Signcryption Scheme for Edge IoT Devices
  Jiasheng Chen, Liangliang Wang, Mi Wen, Kai Zhang, Kefei Chen
  IEEE Internet of Things Journal (IEEE IoT-J) 9(11): 8967-8979 (2022) [SCI二区]

• Subversion-Resistant and Consistent Attribute-Based Keyword Search for Secure Cloud Storage
  Kai Zhang, Zhe Jiang, Jianting Ning, Xinyi Huang
  IEEE Transactions on Information Forensics & Security (IEEE TIFS) 17:1771-1784 (2022) [CCF-A]

• FedDetect: A Novel Privacy-Preserving Federated Learning Framework for Energy Theft Detection in Smart Grid
  Mi Wen, Rong Xie, Kejie Lu, Liangliang Wang, Kai Zhang
  IEEE Internet of Things Journal (IEEE IoT-J) 9(8): 6069-6080 (2022) [SCI二区]

• Forward Secure Public Key Encryption with Keyword Search for Outsourced Cloud Storage
  Ming Zeng, Haifeng Qian, Jie Chen, Kai Zhang
  IEEE Transactions on Cloud Computing (IEEE TCC) 10(1):426-438 (2022) [CCF-C]

• Multi-client Sub-Linear Boolean Keyword Searching for Encrypted Cloud Storage with Owner-enforced Authorization
  Kai Zhang, Mi Wen, Rongxing Lu, Kefei Chen
  IEEE Transactions on Dependable and Secure Computing (IEEE TDSC) 18(6): 2875-2887 (2021) [CCF-A]

• Updatable All-But-One Dual Projective Hashing and Its Applications
  Kai Zhang, Zhe Jiang, Junqing Gong, Haifeng Qian
  The 23rd International Conference on Information and Communications Security (ICICS) 2021:358-374 [CCF-C]

• A Post-quantum Hybrid Encryption based on QC-LDPC code in the Multi-User Setting
  Luping Wang, Jie Chen, Kai Zhang, Haifeng Qian
  Theoretical Computer Science (TCS) 835: 82-96 (2020) [CCF-B]

• Public Key Encryption with Equality Test via Hash Proof System
  Ming Zeng, Jie Chen, Kai Zhang, Haifeng Qian
  Theoretical Computer Science (TCS) 795:20-35 (2019) [CCF-B]

• Energy Theft Detection with Energy Privacy Preservation in the Smart Grid
  Donghuan Yao, Mi Wen, Xiaohui Liang, Zipeng Fu, Kai Zhang, Baojia Yang
  IEEE Internet of Things Journal (IEEE IoT) 6(5): 7659-7669 (2019) [SCI二区]

• A Searchable Asymmetric Encryption Scheme with Support for Boolean Queries for Cloud Applications
  Ming Zeng, Kai Zhang*, Haifeng Qian, Xiaofeng Chen and Jie Chen
  The Computer Journal (COMPJ) 62(4): 563-578 (2019) [CCF-B]

• Efficient Public Key Encryption with Equality Test in The Standard Model
  Kai Zhang, Jie Chen, Hyung Tae Lee, Haifeng Qian, Huaxiong Wang
  Theoretical Computer Science (TCS) 755:65-80 (2019) [CCF-B]

• Lattice-Based Dual Receiver Encryption and More
  Daode Zhang, Kai Zhang*, Bao Li, Xianhui Lu, Haiyang Xue, Jie Li
  Australasian Conference on Information Security and Privacy (ACISP) 2018: 520-538 [CCF-C]

• 中国密码学发展报告2016—2017 “2016 年亚密会报告”
  张凯，张洁，李祥学，郁昱
  中国质检出版社，中国标准出版社，2018.1

• Practical and Efficient Attribute-Based Encryption with Constant-Size Ciphertexts in Outsourced Verifiable Computation
  Kai Zhang, Junqing Gong, Shaohua Tang, Jie Chen, Xiangxue Li, Haifeng Qian, Zhenfu Cao
  ACM on Asia Conference on Computer and Communications Security (AsiaCCS) 2016:269-279 [CCF-C]

• 具备强表达能力的选择密文安全高效属性基加密方案
  张凯, 魏立斐, 李祥学, 陈洁, 钱海峰
  计算机研究与发展 2016 Vol. 53 (10): 2239-2247 [CCF-A中文]

主持科研项目

• 面向电力数据跨域流通的隐私保护计算研究，2025.12-2027.11
  负责人; 上海市教育委员会/上海市教育发展基金会“曙光计划”项目
  

• 网络与信息安全，2024.01-2026.12
  负责人; 上海市东方英才计划青年项目
  

• 面向公专融合网络的密态数据安全查询研究，2024.01-2027.12
  负责人; 国家自然科学基金面上项目
  

• 电力系统温室气体排放核算指南，2025.12-2026.12
  负责人; 国网上海市电力公司科技项目
  

• 面向数据主人权限管理的云端密态数据跨域安全共享技术研究，2025.07-2025.12
  负责人; 国网杭州市供电公司科技项目
  

• 面向共享场景下的主体数据隐私保护机器学习和可信分析技术研究，2025.06-2025.12
  负责人; 国网上海市电力公司科技项目
  

• 计及瞬变气象的新能源超短期出力精准预测技术研究，2022.06-2022.12
  负责人; 国网上海市电力公司科技项目
  

• 云边协同智能电网中用户全密态数据隐私流转研究，2022.05-2025.04
  负责人; 上海市青年科技启明星计划（A 类）项目
  

• 智能电网中密态数据的隐私流转研究，2021.01-2025.12
  负责人; 上海电力大学“上电之翼”青年人才打造计划项目
  

• 面向区域能源互联网持续性攻击的智能检测与免疫技术研究，2021.07-2024.06
  第二责任人; 上海市优秀学术带头人计划（青年）项目
  

• 电力大数据创新实验室数据安全共享关键技术研究，2019.07-2020.06
  负责人; 国网上海市电力公司/星环信息科技（上海）股份有限公司科技项目
  

• 智能电网中密态数据的可验证外包计算研究，2019.01-2021.12
  负责人; 国家自然科学基金青年基金项目
  

• 智能电网中密文数据一致性检测和实用搜索研究，2019.01-2021.12
  负责人; 上海市教育委员会/上海市教育发展基金会“晨光计划”项目
  

主持教学项目

• 2024学年度“上海高校示范性本科课堂”——计算机网络原理，2025.09
  负责人; 上海市教育委员会
  

• 区块链技术课程混合式教学模式研究，2024.01-2024.12
  负责人; 教育部产学合作协同育人项目
  

• 上海高等学校课程思政示范课程“计算机网络”，2024.06
  负责人; 上海市教育委员会
  

• 上海高等学校一流本科课程“计算机网络”，2021.12
  负责人; 上海市教育委员会
  

• 基于MOOC/SPOC的计算机网络教学改革，2021.01-2022.12
  负责人; 全国高等院校计算机基础教育研究会计算机基础教育教学研究课题
  

• 基于混合式教学的《计算机网络》课程创新创业教育改革研究项目，2020.01-2021.12
  负责人; 教育部产学合作协同育人项目