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Email: zhuyouwen@gmail.com zhuyw@nuaa.edu.cn |
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主要研究方向： |
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应用密码学、人工智能安全、隐私计算（安全多方计算、差分隐私、数据匿名等） |
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科研项目：主持国家重点研发计划青年科学家项目1项、国家自然科学基金2项、其他科研项目10余项 |
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主要论文列表(带*的为通信作者) [1]
Youwen Zhu,
Yiran Cao, Qiao Xue, Qihui Wu, Yushu Zhang. Heavy Hitter Identification over Large-domain Set-valued Data with
Local Differential Privacy. IEEE
Transactions on Information Forensics and Security, 2024, pp: 414-426, DOI:
10.1109/TIFS.2023.3324726 [2]
Yue Zhang, Youwen Zhu*, Yuqqian
Zhou, Jiabin Yuan. Frequency Estimation Mechanisms under (ε, δ)-Utility-optimized Local
Differential Privacy. IEEE
Transactions on Emerging Topics in Computing, 2023, DOI:
10.1109/TETC.2023.3238839 [3]
Youwen Zhu,
Qimeng Song, Yonglong Luo. Differentially Private Top-k Flows Estimation Mechanism in Network
Traffic, IEEE Transactions on Network Science and
Engineering, 2023, DOI: 10.1109/TNSE.2023.3309250 [4]
Xinxin Ye, Youwen Zhu*, Miao Zhang, Hai
Deng. Differential Privacy Data Release Scheme Using Microaggregation with
Conditional Feature Selection, IEEE
Internet of Things Journal, 2023, Volume: 10, Issue: 20, Pages: 18302-18314. [5]
Shaowei Wang, Xuandi Luo, Yuqiu Qian, Youwen
Zhu, Kongyang Chen, Qi Chen, Bangzhou Xin, Wei Yang. Shuffle Differential Private Data Aggregation for Random Population,
IEEE Transactions on Parallel and Distributed
Systems, 2023, DOI: 10.1109/TPDS.2023.3247541 [6]
Xiangli Xiao, Yushu Zhang, Youwen Zhu,
Pengfei Hu, Xiaochun Cao. FingerChain: Copyrighted Multi-Owner Media Sharing by Introducing
Asymmetric Fingerprinting into Blockchain. IEEE Transactions on Network and Service Management, 2023, DOI:
10.1109/TNSM.2023.3237685 [7]
曹依然，朱友文*，贺星宇，张跃.效用优化的本地差分隐私集合数据频率估计机制,计算机研究与发展,2022,59(10):
2261-2274. [8]
张跃，朱友文*，周玉倩，袁家斌. (ε,δ)-本地差分隐私模型下的均值估计机制，电子与信息学报，2022，DOI: 10.11999/JEIT221047 [9]
Yan Jiang, Youwen Zhu*, Jian Wang, Xingxin Li. Fully Distributed Identity-Based Threshold
Signatures with Identifiable Aborts.
Frontiers of Computer Science, 2022, DOI: 10.1007/s11704-022-2370-4 [10] Qiao Xue, Qingqing Ye, Haibo Hu, Youwen Zhu, Jian Wang. DDRM: A Continual Frequency Estimation Mechanism with Local
Differential Privacy, IEEE
Transactions on Knowledge and Data Engineering, 2022, DOI:
10.1109/TKDE.2022.3177721. [11] 张志强，朱友文*，王箭，张玉书. 基于内积谓词的属性基隐私保护加密方案，电子与信息学报，2022，DOI: 10.11999/JEIT221050 [12] Xingxin Li, Youwen Zhu*, Rui Xu, Jian Wang, Yushu Zhang.
Indexing Dynamic Encrypted Database in Cloud for
Efficient Secure k-Nearest Neighbor Query, Frontiers of Computer Science, 2022, DOI: 10.1007/s11704-022-2401-1 [13]
贺星宇，朱友文*，张跃.基于OLH的效用优化本地差分隐私机制,密码学报,2022，9(5): 820-833. [14] Qiao Xue, Youwen Zhu*, Jian Wang. Mean Estimation over Numeric Data with Personalized
Local Differential Privacy,
Frontiers of Computer Science, 2022,
Volume: 16, Issue: 3, No. 163806 (10 pages). [15]
李兴鑫,朱友文*,王箭.安全高效的加密数据朴素贝叶斯训练和分类,密码学报,2022,9(3):
448-467. [16] Qiao Xue, Youwen Zhu*,
Jian Wang. Joint Distribution Estimation and Naïve Bayes Classification under
Local Differential Privacy. IEEE
Transactions on Emerging Topics in Computing, 2021, Volume: 9, Issue: 4,
Pages: 2053-2063. [17] Xingxin Li, Youwen Zhu*,
Jian Wang. Highly Efficient Privacy Preserving Location-Based Services with
Enhanced One-Round Blind Filter. IEEE
Transactions on Emerging Topics in Computing, 2021, Volume: 9, Issue: 4,
Pages: 1803-1814. [18] Yushu Zhang, Ping Wang, Hui Huang, Youwen
Zhu*, Di Xiao, Yong Xiang. Privacy-Assured FogCS: Chaotic Compressive Sensing for Secure
Industrial Big Image Data Processing in Fog Computing. IEEE Transactions on Industrial Informatics, Volume 17, Issue 5, 2021,
Pages: 3401-3411. [19] Qiao Xue, Youwen Zhu*,
Jian Wang, Xingxin Li, Ji Zhang. Locally differentially private distributed
algorithms for set intersection and union. SCIENCE CHINA Information Sciences, Volume 64, Issue 11, No. 219101,
2021. [20] Yan Jiang, Youwen Zhu*, Jian Wang, Yong Xiang. Efficient authentication protocol with anonymity
and key protection for mobile Internet users, Journal of Parallel and Distributed Computing, vol. 137, 2020, pp:
179-191, DOI: 10.1016/j.jpdc.2019.11.010. [21] Inam ul haq, Jian Wang*, Youwen Zhu*. An Efficient Authenticated Key Agreement Scheme for Consumer USB Mass
Storage Devices Resilient to Unauthorized File Decryption, IEEE Transactions on
Consumer Electronics, 65(1): 80-89, 2019. [22] Xingxin Li, Youwen Zhu*, Jian Wang, Ji Zhang. Efficient and Secure Multi-Dimensional Geometric
Range Query over Encrypted Data in Cloud, Journal of Parallel and Distributed Computing, vol. 131, 2019, pp:
44-54. [23] Youwen Zhu,
Xingxin Li, Jian Wang, Jing Li. Cloud-assisted secure biometric identification with
sub-linear search efficiency, Soft
Computing, 2019, DOI: 10.1007/s00500-019-04401-9. [24] Youwen
Zhu,
Yue Zhang, Xingxin Li, Hongyang Yan, Jing Li. Improved collusion-resisting secure nearest
neighbor query over encrypted data in cloud. Concurrency and
Computation Practice and Experience, volume 31, issue 21, 2019, DOI:
10.1002/cpe.4681. [25] Xingxin Li, Youwen Zhu*,
Jian Wang, Zhe Liu, Yining Liu, Mingwu Zhang. On the Soundness and Security of Privacy-Preserving
SVM for Outsourcing Data Classification, IEEE Transactions on Dependable and Secure Computing, 15(5): 906-912,
2018. [26] Lu Zhou, Youwen Zhu*, Kim-Kwang Raymond Choo.
Efficiently and Securely Harness Cloud to Solve
Linear Regression and Other Matrix Operations, Future Generation Computer Systems, vol. 81, 2018, pp: 404-413. [27] Yi Liu, Yu Luo, Youwen Zhu*, Yang Liu,
Xingxin Li. Secure multi-label data classification in cloud by
additionally homomorphic encryption. Information Sciences, Vol. 468,
Nov. 2018, pp:89-102. [28]
Lu Zhou, Youwen
Zhu*, Aniello Castiglione. Efficient k-NN Query over Encrypted
Data in Cloud with Limited Key-disclosure and Offline Data Owner. Computers & Security (Elsevier Journal), vol. 69, pp: 84-96,
2017. [29] Youwen Zhu,
Xingxin Li, Jian Wang, Yining Liu, Zhiguo Qu. Practical Secure Naïve Bayesian Classification Over
Encrypted Big Data in Cloud.
International Journal of Foundations of Computer Science, 28(6): 683-703,
2017. [30] Qiao Xue, Youwen Zhu*, Jian Wang,
Xingxin Li. Distributed Set Intersection and Union with Local Differential Privacy. The 23rd IEEE
International Conference on Parallel and Distributed Systems, 2017, pp:
198-205. [31] Youwen Zhu,
Zhiqiu Huang, Tsuyoshi Takagi. “Secure and Controllable k-NN Query over Encrypted
Cloud Data with Key Confidentiality”,
Journal of Parallel and Distributed Computing, vol. 89, March 2016,
pp.1-12, DOI:
10.1016/j.jpdc.2015.11.004. [32] Youwen
Zhu,
Zhikuan Wang, Yue Zhang. Secure k-NN Query on Encrypted Cloud Data with
Limited Key-disclosure and Offline Data Owner. Proc. of the 20th Pacific Asia
Conference on Knowledge Discovery and Data Mining (PAKDD), Auckland, New
Zealand, April 19-22, 2016, pp: 401-414. [33] Youwen
Zhu,
Zhikuan Wang, Jian Wang. Collusion-Resisting Secure Nearest
Neighbor Query over Encrypted Data in Cloud, Revisited. The 24th
IEEE/ACM International Symposium on Quality of Service (IWQoS), June 20-21,
2016, pp: 1-6. [34] Youwen
Zhu,
Zhiqiu Huang, Liusheng Huang, Tsuyoshi Takagi. “On the
Security of A Privacy-Preserving Product Calculation Scheme”, IEEE
Transactions on Dependable and Secure Computing, 2015, DOI:
10.1109/TDSC.2014.2345404. [35] 朱友文, 黄刘生, 陈国良, 杨威. 分布式计算环境下的动态可信度评估模型. 计算机学报,
2011, 34(1): 55-64. |
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主要获奖与荣誉 2023年10月，入选《计算机科学》封面文章 2020年，中国电子学会自然科学二等奖“不需要可信机构的面向数据发布的隐私计算” 2020年，广西自然科学二等奖 2017年，南京航空航天大学教学优秀奖二等奖 2011年，教育部博士研究生学术新人奖 |
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发明专利: 1.
朱友文, 陈舒荻. 一种抗肩窥的智能手机上安全口令输入方法. 发明专利, 申请号：201810991623.8，申请时间：2018年8月。 2.
朱友文, 陈舒荻. 一种抗摄像攻击的数字口令输入方法. 发明专利, 申请号：201810535074.3，申请时间：2018年5月。 3.
朱友文, 鲁迁迁. 一种无需重注册并支持离线认证的动态口令认证方法. 发明专利, 申请号：201811298431.5，申请时间：2018年10月。 4.
朱友文, 王健一, 王箭, 庄锦城. 基于云计算平台的Paillier加密方法. 发明专利，申请号：CN201711320566.2, 申请日期：12月12日。 5.
朱友文，黄刘生，杨威，陈志立. “基于同态加密系统的文本信息隐藏安全检测方法”，发明专利, 2013年2月13日授权，授权号: ZL201010544647.2. 6.
吴吉斌，朱友文，王箭. 一种垂直分布数据集上的隐私保护skyline查询方法. 发明专利，申请号：201711381091.8，申请日期：2017年12月20日。 7.
刘洋，王箭，朱友文. 一种基于ML-kNN的保护隐私的多标记分类方法. 发明专利, 申请号：201711325129.X 8.
黄刘生，袁星，朱友文. “基于隐私保护信任评估进行网络交易的方法” ，[发明专利], 2014年10月15日授权，授权号: ZL201110432849.2. |
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教学工作: 算法设计与分析，2015年-至今 数据安全与隐私保护，2020年-至今 隐私保护技术简介，2016-2019年 信息安全导论，2016年 密码算法与密码协议，2015-2017年 计算机思维导论，2014-2015年 |
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学术兼职: 《电子与信息学报》编委（2023至今）、青年编委（2021-2023）、“隐私数据安全共享与处理”专题主编 《IET Information Security》（中国密码学会 B类）编委 《Security and
Communication Networks》（CCF C类）编委 《工程科学与技术》（原《四川大学学报(工程科学版)》，EI期刊）青年编委 《数据采集与处理》青年编委 《微电子学与计算机》青年编委 南京航空航天大学网络安全专家咨询委员会委员 中国网络空间安全协会理事 中国电子学会网络空间安全专委会委员 中国密码学会大数据与AI安全专委会委员 中国图像与图形学学会数字媒体取证与安全专委会委员 江苏省密码学会理事 江苏省网络空间安全学会人工智能安全专委会副主任 期刊审稿人: IEEE
Transactions on Computer, IEEE Transactions on Dependable and Secure
Computing, IEEE Transactions on Knowledge and Data Engineering, IEEE
Transactions on Industrial Informatics, Designs Codes and Cryptography,
Science China Information Sciences, Computer & Security, Frontier of
Computer Science in China, Future Generation Computer Systems, Journal of
Supercomputing, Journal of Internet Technology, Journal of Computer Security,
Chinese Journal of Electronics, International Journal of Internet Protocol
Technology, International Journal of Electronic Security and Digital
Forensics, Journal of Information Processing，《电子学报》，《通信学报》等 |