职   称

副教授

学   历

博士

电   话

办 公 室 

一号馆4层

系   别

网络空间安全学院

职   务

电子信箱

yaoyq@buaa.edu.cn

传   真

个人主页

◆  学习经历

2010.09-2015.07 北京航空航天大学计算机学院          计算机软件与理论     工学博士 

2012.08-2014.08 纽约大学柯朗数学科学研究所计算机系应用数学（全美第一）联培博士生 

◆  工作经历

2020.7至今       北京航空航天大学网络空间安全学院      副教授 

2018.5-2020.7       北京航空航天大学网络空间安全学院            助理教授 

2017.1-2018.4       北京航空航天大学计算机学院                  助理教授 

2015.8-2016.12    北京航空航天大学计算机学院                    讲师 

◆  研究领域

密码学（如基于非完美随机源的密码学、基于格的密码学、弹性泄漏非延展密码编码学等）、隐私保护技术（如差分隐私、可搜索加密、区块链隐私保护等）、人工智能安全等

◆  荣誉及奖励

2021年获北京航空航天大学教学成果奖特等奖(12/18)

2021年获第六届全国密码技术竞赛优秀指导教师奖（学生获一等奖）

2020年获北京航空航天大学第十批青年拔尖人才支持计划

2020年获第三届中青杯全国大学生数学建模竞赛优秀指导老师奖 （学生获一等奖）

2019年获第五届全国密码技术竞赛优秀指导教师奖（学生获二等奖）

2019年获北京航空航天大学教学成果奖一等奖(5/7)

2019年获第二届中青杯全国大学生数学建模竞赛优秀指导老师奖（学生获一等奖）

2018年获中国密码学会优秀博士学位论文奖

2018年获北京航空航天大学“学科评估优秀组织奖”

2016年获北京航空航天大学“蓝天新秀”称号

◆  开授课程

本科生课程：密码学基础、密码学、密码学及其应用实验

研究生课程：抽象代数、信息安全数学基础、密码学、隐私安全

◆  及科研成果

近年来，以第一作者（或同等贡献/通讯作者）在 CRYPTO 2015（美密会，国际密码学领域顶会，北航首篇）、IEEE Transactions on Information Forensics and Security（中国计算机学会推荐A类期刊、Q1区）、Information Sciences（Q1区）、Fuzzy Sets and Systems（Q1区）、Computers & Electrical Engineering、IET Information Security、Indocrypt 2015、ICITS 2013等重要会议和期刊上发表高质量学术论文20余篇，申请发明专利4项，主持国家自然科学基金面上项目、国家自然科学基金青年基金项目、北京市自然科学基金面上项目、软件开发环境国家重点实验室自主研究课题、密码科学技术国家重点实验室开放课题、中央高校基本科研项目等，作为项目骨干参与国家重点研发计划等。指导的研究生获第六届全国密码技术竞赛一等奖、北京市普通高校优秀毕业生等荣誉。发表的主要论文如下：

1. Yevgeniy Dodis, Yanqing Yao. Privacy with Imperfect Randomness. CRYPTO (2) 2015, vol. 9216, pages 463-482. ( EI, 按姓氏排序, 国际密码学领域顶会, 北航首篇, CCF：A类)

2. Yanqing Yao, Zhoujun Li. Differential Privacy With Bias-Control Limited Sources. IEEE Transactions on Information Forensics and Security, 2018, 13(5): 1230-1241. (SCI, JCR分区: Q1, IF: 6.211, CCF：A类)

3. Yanqing Yao, Zhoujun Li, Hua Guo. A unified framework of identity-based sequential aggregate signatures from 2-level HIBE schemes. Information Sciences, 2020, 516:  505-514.  (SCI, JCR分区: Q1, IF: 5.524, CCF：B类)

4.Yanqing Yao, Zhengde Zhai, Jianwei Liu, Zhoujun Li. Lattice-Based Key-Aggregate (Searchable) Encryption in Cloud Storage. IEEE Access, 2019, 7: 164544-164555.  (SCI, JCR分区: Q1, IF: 4.098)

5.Yanqing Yao. A Generalized Constraint of Privacy: α-Mutual Information Security. IEEE Access, 2019, 7: 36122-36131. (SCI, JCR分区: Q1, IF: 4.098)

6.Yanqing Yao, Jusheng Mi, Zhoujun Li. A novel variable precision (θ,σ)-fuzzy rough set model based on fuzzy granules. Fuzzy Sets and Systems, 2014, 236(1): 58-72. (SCI, 计算机领域 JCR分区: Q1, IF: 2.907)

7.Yanqing Yao, Jusheng Mi, Zhoujun Li. Attribute reduction based on generalized fuzzy  evidence theory in fuzzy decision systems. Fuzzy Sets and Systems, 2011, 170(1): 64-75. (SCI, JCR分区: Q1，IF: 2.907)

8.Yanqing Yao, Zhoujun Li. Security of Weak Secrets based Cryptographic Primitives via the Rényi Entropy. IET Information Security, 2016, 10(6): 442-450. (SCIE，JCR分区：Q3, IF: 0.949，中国密码学会：B类)

9.Yanqing Yao, Zhoujun Li. A novel fuzzy identity based signature scheme based on the short integer solution problem. Computers & Electrical Engineering, 2014, 40(6): 1930-1939. (SCIE, JCR分区: Q2, IF: 2.189)

10.Yanqing Yao, Jusheng Mi, Zhoujun Li, Bin Xie. The construction of fuzzy concept lattices based on (θ,σ)-fuzzy rough approximation operators. Fundamenta Informaticae, 2011, 111(1): 33-45. (SCIE, JCR分区: Q2, IF: 1.204)

11.Hua Guo, Chang Xu, Zhoujun Li, Yanqing Yao, Yi Mu. Efficient and dynamic key management for multiple identities in identity-based systems. Information Sciences, 2013, 221: 579-590. (SCI, JCR分区: Q1, IF: 5.524，CCF：B 类)

12.Xuefeng Xu, Yanqing Yao, Lei Cheng. Deep Learning Algorithms Design and Implementation Based on Differential Privacy. ML4CS (1) 2020: 317-330. (EI)

13.Xianfu Cheng, Yanqing Yao, Ao Liu. An Improved Privacy-Preserving Stochastic Gradient Descent Algorithm. ML4CS (1) 2020: 340-354. (EI)

14.Ao Liu, Yanqing Yao, Xianfu Cheng. Recommender Systems with Condensed Local Differential Privacy. ML4CS (1) 2020: 355-365. (EI)

15.Yanqing Yao, Zhoujun Li. Non-Malleable Extractors with Shorter Seeds and Their   Applications. Indocrypt 2015, vol. 9462, pages 293-311. (EI)

16.Yanqing Yao, Zhoujun Li. Overcoming Weak Expectations via the Rényi Entropy and the    Expanded Computational Entropy. Information Theoretic Security-7 International Conference, ICITS 2013, vol. 8317, pages 162-178. (EI)

17.Yanqing Yao, Zhoujun Li, Hua Guo. A Novel Nonlinear Network Coding Signature Scheme Determined by the SIS Problem. International Journal of Security and Its Applications, 2012, 6(2): 403-408. (EI)

18.Yanqing Yao, Jusheng Mi. Fuzzy concept lattices determined by (θ, σ)-fuzzy rough approximation operators. Rough Sets and Knowledge Technology-4th International Conference, RSKT 2009, vol. 5589, pages 601-609. (EI)

19.姚燕青, 李舟军. 基于非完美随机源的密码学原语的安全性综述.信息安全学报，2016, 1(2): 28-35.

20.姚燕青, 米据生. 直觉模糊集上的混合单调包含度. 计算机科学，2010, 37(1): 251-257, 274. (原文被评为CRSSC-CWI-CGrC’ 2009优秀学生论文)

◆  学术与社会服务

中国密码学会会员

担任第三届International Conference on Machine Learning for Cyber Security的Program Committee 委员

担任IEEE Transactions on Vehicular Technology、IEEE Transactions on Fuzzy Systems、Information Sciences等多个重要的国际会议和期刊的评审人

Curriculum Vitae (CV)

Dr.Yanqing Yao received her Ph.D. degree in Computer Software and Theory from Beihang University, China in 2015 under the supervision of Prof. Zhoujun Li. From 2012 to 2014, she was a visiting student of Prof. Yevgeniy Dodis at the Department of Computer Science, Courant Institute of Mathematical Sciences, New York University in the United States. She received her B.S. degree and M.S. degree in the College of Mathematics and Information Science, Hebei Normal University, China in 2007 and 2010 respectively. She is currently an assistant professor and doctoral/master’s supervisor at the School of Cyber Science and Technology, Beihang University. Her research interests include Cryptography (e.g., Cryptography with Imperfect Randomness, Lattice-based Cryptography, Leakage-Resilient Non-Malleable Cryptography）, Searchable Encryption, Privacy Preserving Technologies, Cloud Computing Security, and Mathematical Foundations of Artificial Intelligence. She has published about 16 papers in CRYPTO 2015, IEEE Transactions on Information Forensics and Security, Information Sciences, Fuzzy Sets and Systems, Computers & Electrical Engineering, IET Information Security, Indocrypt 2015, ICITS 2013, etc. She has won the CACR Excellent Doctoral Dissertation Award, Beihang University“Up-and-coming Star in the Blue Sky”Award, etc.