个人简历

Yang Liu received his D.Phil (PhD) degree in Computer Science from University of Oxford (advised by Professor Andrew Simpson) in July 2018. He is currently an Assistant Professor and an Associate Research Fellow in Department of Computer Science and Technology of Harbin Institute of Technology, Shenzhen. He is interested in security and privacy problems and, in particular, the privacy issues on mobile devices. Prior to joining Oxford, He received an MSc in Software Engineering from Peking University and a B.Eng in Computer Science from Ocean University of China.
牛津大学计算机科学博士，深圳市海外高层次人才C类，鹏城实验室双聘研究学者，方滨兴院士网络空间安全研究团队成员，哈工大深圳-南大通用云数据库研究中心副主任。目前正在承担多项与隐私保护直接相关的国家、省、市级科研项目，近三年个人承担总经费超过600万元。在研的项目多与移动云环境、IoT、推荐系统及数据挖掘系统中的隐私保护技术相关，同时也在探究人工智能技术和网络空间安全技术的融合方向。

招生信息：
课题组研究经费充足，常年与牛津大学保持密切的科研合作关系。为科研能力优秀的同学提供国际合作、访学以及海外高校深造推荐等机会。请对招生信息感兴趣的同学邮件联系：liu.yang@hit.edu.cn
欢迎对课题组相关研究方向感兴趣的同学报考研究生，每年招收3名左右。
欢迎对科研活动感兴趣且课余时间充足的本科生提前进入课题组进行科研能力锻炼，参与具体科研工作。
网络空间安全研究中心常年招收博士生，招聘博士后，也欢迎感兴趣的同学邮件联系。
教育与研究经历
Education:
2014/10 - 2018/05 D.Phil (PhD) in Computer Science, University of Oxford
2010/09 - 2013/07 MSc in Software engineering, Peking University
2006/09 - 2010/07 B.Eng in Computer Science, Ocean University of China
Research Experiecne:
Since 2019/12 Assistant Professor & Associate Research Fellow, College of Computer Science and Technology, Harbin Institute of Technology, Shenzhen
Since 2018/09 Assistant Professor, College of Computer Science and Technology, Harbin Institute of Technology, Shenzhen
科研项目
纵向项目：
2021 深圳市高等院校稳定支持计划面上项目：面向移动智能终端的隐私风险感知关键技术研究（主持，50万）
2020 国家重点研发计划：面向区块链关键机制的安全分析与增强技术（参与，子课题负责人）
2020 深圳市基础研究面上项目：移动云环境下用户数据隐私保护关键技术研究（主持，30万）
2020 深圳市基础研究重点项目：联邦学习通用协议的理论及关键技术研究（参与，课题负责人）
2020 深圳市基础研究面上项目：面向多核实时系统的任务调度算法研究（参与）
2019 国家重点研发计划：抗大数据分析的隐私保护技术 （参与）
2019 广东省重点领域研发计划：面向大数据应用的隐私保护与对抗技术与方法 （参与）
2019 深圳市孔雀计划：移动互联网用户数据隐私保护关键技术研究 （主持，300万）
横向项目：
2020 哈工大深圳-南大通用云数据库研究中心（副主任）
2020 哈工大深圳-平安科技联合实验室（参与）
2020 工业互联网商用密码公共服务平台（参与，合作单位为工业互联网研究院、奇安信）
2021 面向电力交易场景的区块链系统设计与实现 （主持，30万，奇安信）
任教和任导师经历
指导研究生
哈尔滨工业大学（深圳） 16名，北京大学 2名（协）
本科生授课
COMP1001：大学计算机
COMP2001：计算机专业导论
COMP2009A：软件设计与开发实践A
COMP2024B：面向领域的软件设计与开发实践（网络空间安全方向）
COMP2002：高级语言程序设计
研究生授课
S8100002C：工程伦理
学生获奖情况
2020 第六届全国青年人工智能创新创业大会，创新组一等奖，18级本科生
2020 “创客广东”工业互联网中小企业创新创业大赛，创客组二等奖，19级+20级硕士生
2020 校级优秀本科毕业论文，20级保研生
2020 美国大学生数学建模竞赛M奖（一等奖），18级本科生
2019 校级优秀本科毕业论文，19级保研生
2019 全国大学生数学建模竞赛全国二等奖，18级本科生
Invited Speech:
On the trade-off between privacy and utility in mobile services: A qualitative study. On the 5th International Conference on Cryptography, Security and Privacy (ICCSP 2021).
Patents:
王轩，漆舒汉，张加佳，曹睿，何志坤，刘洋，蒋琳，廖清，夏文，李华乐. 基于内在奖励的视频游戏决策方法. 2020.
王轩，张加佳，漆舒汉，曹睿，杜明欣，刘洋，蒋琳，廖清，夏文，李华乐. 基于辅助任务学习的视频游戏决策方法. 2020.
王轩，张加佳，漆舒汉，胡书豪，黄旭忠，刘洋，蒋琳，廖清，夏文，李华乐. 一种博弈策略优化方法. 2020.

研究领域

Issues of data security and privacy
Security economics
Usable models for privacy-preserving data mining
IoT security and privacy
Blockchain""

近期论文

Conference Paper:
L. Lin, Y. Tian and Y. Liu*. A Blockchain-based Privacy-Preserving Recommendation Mechanism. Proceedings of the 5th International Conference on Cryptography, Security and Privacy (ICCSP 2021).2021.
H. Long, Z. Tian and Y. Liu*. Detecting Android Malware Based on Dynamic Feature Sequence and Attention Mechanism. Proceedings of the 5th International Conference on Cryptography, Security and Privacy (ICCSP 2021).2021.
Z. Li, B. Zhang, Y. Liu, Q. Liao*. PRTransE: Emphasize more important facts based on Pagerank for Knowledge Graph Completion. Proceedings of the 2020 International Conference on Cognitive Computing (ICCC2020). 2020.
Z. Hu, X. Zou, W. Xia*, S. Jin, D. Tao, Y. Liu, W. Zhang, Z. Zhang. Delta-DNN: Efficiently Compressing Deep Neural Networks via Exploiting Floats Similarity. Proceedings of the 49th International Conference on Parallel Processing (ICPP 2020). 2020.
F. Liu, G. Wu and Y. Liu*. A Privacy-Preserving Friend Recommendation Mechanism for Online Social Networks. Proceedings of the 4th International Conference on Cryptography, Security and Privacy (ICCSP 2020).2020.
H. Li, X. Wang, S. Qi*, Y. Liu, H. Wang, F. Jia and J. Zhang. Solving Six-Player Games via Online Situation Estimation. Proceedings of the 31st International Conference on Tools with Artificial Intelligence (ICTAI 2019).2019.
Y. Liu* and A. C. Simpson. On the trade-off between privacy and utility in mobile services: A qualitative study. Proceedings of the 1st Workshop on Security, Privacy, Organizations, and Systems Engineering (SPOSE 2019).2019. Lecture Notes in Computer Science Volume 11980, Pages 261-278. 2020.
Y. Yin, Q. Liao, Y. Liu and R. Xu*. Structural-based Graph Publishing under Differential Privacy. Proceedings of the 2019 International Conference on Cognitive Computing (ICCC2019). 2019. Lecture Notes in Computer Science Volume 11518, Pages 67-78. 2019.
Y. Liu* and A. C. Simpson. Privacy-preserving targeted mobile advertising: Formal models and analysis. Proceedings of the 11th International Workshop on Data Privacy Management (DPM 2016). Lecture Notes in Computer Science Volume 9963, Pages 94-110. 2016.
Journal Paper:
H. Wang, W. Zhang*, H. He, P. Liu, D. Luo, Y. Liu, J. Jiang, Y. Li, X. Zhang, W. Liu, R. Zhang, X. Lan. An Evolutionary Study of IoT Malware. IEEE Internet of Things Journal. (JCR Q1, IF 9.936)
Z. Li, Y. Tian, W. Zhang*, Q. Liao, Y. Liu*, X. Du and M. Guizani. RR-LADP: A Privacy-Enhanced Federated Learning Scheme for Internet of Everything. IEEE Consumer Electronics Magazine. (JCR Q1, IF 4.016)
丁洛，李逸凡，于成龙，刘洋，王轩，漆舒汉*.基于多语义线索的跨模态视频检索算法，北京航空航天大学学报，2020.https://doi.org/10.13700/j.bh.1001-5965.2020.0470.
李泽睿，田宇琛，张伟哲，刘洋*. 中国移动应用隐私政策研究. 网络空间安全, 2020, 11(6):57-68. 2020.
Y. Liu* and A. C. Simpson. Ad-Selector: A privacy-preserving advertisement-selection mechanism for mobile devices. The Computer Journal. 60(8):1251-1270. 2017. (CCF B)
Y. Liu* and A. C. Simpson. Privacy-preserving targeted mobile advertising: Requirements, design, and a prototype implementation. Software: Practice and Experience. 46(12): 1657-1684. 2016. (CCF B)
Journal:
Journal Reviewer for IEEE Transactions on Information Forensics & Security
Journal Reviewer for IEEE Intelligent Systems
Journal Reviewer for Journal of Computer Research and Development
Journal Reviewer for IEEE Transactions on Knowledge and Data Engineering
Conference:
2020 Member of the Technical Committees of the 5th International Conference on Cryptography, Security and Privacy (ICCSP 2021)
2020 Member of the Technical Committees of the International Conference on Robotics, Computer Vision and Intelligent Systems (Robovis 2020)
2020 Member of the Technical Committees of the 1st International Conference on Deep Learning Theory and Applications (DeLTA 2020)
2019 Member of the Technical Committees of the 4th International Conference on Cryptography, Security and Privacy (ICCSP 2020)
2017 Member of the Program Committee of the 2017 International Symposium on Engineering Secure Software and Systems (ESSoS 2017)