基本情况：
郭桃林，1987年2月，男，中共党员，博士，讲师
教育与工作经历：
2007年09月—2011年06月四川农业大学本科
2011年09月—2013年06月东南大学硕士
2013年09月—2020年03月东南大学博士
2020年06月—2023年06月重庆大学弘深青年教师
2023年07月—今 成人直播平台
讲师
研究方向：
隐私保护
科研项目情况：
1.国家自然科学区域创新发展联合基金重点项目：面向特大城市服务软件系统的多维度态势感知、异常分析与预测理论及关键技术研究，2023年1月—2026年12月，课题负责人
2.中国博士后科学基金面上项目：个性化推荐场景下面向不可信服务器的本地差分隐私保护技术研究，2021年7月至2023年7月，项目负责人
3.重庆市自然科学基金面上项目：匿名社交网络环境下本地差分隐私保护的个性化推荐数据收集研究，2022年8月至2025年7月，项目负责人
4.重庆市博士后研究特别资助项目：内容高维度、强关联条件下的协同过滤用户隐私保护机制研究，2021年1月至2023年7月，项目负责人
5.成人直播平台
博士启动基金项目：面向协同过滤推荐的本地差分隐私保护技术研究，2023年10月至2025年10月，项目负责人
科研论文情况：
[1]Taolin Guo*, Shunshun Peng, Zhejian Zhang, Mengmeng Yang and Kwok-Yan Lam. Improving the accuracy of locally differentially private community detection by order-consistent data perturbation [C]. The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024. (Accepted, CCF A)
[2]Mengmeng Yang,Taolin Guo, Tianqing Zhu*, Ivan Tjuawinata, Jun Zhao, and Kwok-Yan Lam. Local differential privacy and its applications: A comprehensive survey[J]. Computer Standards & Interfaces, 2024: 103827. (SCI)
[3]Taolin Guo∗, Shunshun Peng, Kai Dong, You Zhao, and Mingliang Zhou. RDPCF: Range-based differentially private user data perturbation for collaborative filtering [J]. Computers & Security, 2023, 134:103452. (SCI，中科院二区，CCF B)
[4]Taolin Guo*, Shunshun Peng, Yong Li, Mingliang Zhou, Trieu-Kien Truong. Community-based Social Recommendation under Local Differential Privacy Protection, Information Sciences [J]. Information Sciences, 2023, 639: 119002. (SCI，中科院一区TOP，CCF B)
[5]Haonan Wu, Ruisheng Ran*, Shunshun Peng, Mengmeng Yang, andTaolin Guo*. Mining Frequent Items from High-Dimensional Set-Valued Data in Internet of Things under Local Differential Privacy Protection [J]. Expert Systems With Applications, 2023, 234:121105. (SCI，中科院一区TOP，CCF C)
[6]Ming Wang, Yong Li, Jianqing Liu,Taolin Guo∗, Huihui Wu, Francis C.M. Lau. Neural layered min-sum decoders for cyclic codes [J]. Physical Communication, 2023, 61:102194.(SCI)
[7]Shunshun Peng,Taolin Guo*, Multi-objective Service Composition using Enhanced Multi-objective Differential Evolution Algorithm [J]. Computational Intelligence and Neuroscience, 2023, 8184367.
[8]Qi Li, Shunshun Peng, Haonan Wu, Ruisheng Ran, Yong Li, Mingliang Zhou,Taolin Guo*, and Qin Mao. Locally Differentially Private Frequent Pattern Mining for High-Dimensional Data in Mobile Smart Services [J]. International Journal of Pattern Recognition and Artificial Intelligence, 2022-11,36 (15):2259039. (SCI，CCF C)
[9]Jie Dong, Yong Li*, Rui Liu,Taolin Guo,and Francis C. M. Lau, Efficient Decoder for Turbo Product Codes Based on Quadratic Residue Codes [J]. Electronics, 2022, 11(21):3598.（SCI）
[10]Taolin Guo, Junzhou Luo*, Kai Dong and Ming Yang. Locally Differentially Private Item-based Collaborative Filtering [J]. Information Sciences, 2019, 502:229-246. (SCI，中科院一区TOP，CCF B)
[11]Kai Dong*,Taolin Guo, Xiaolin Fang, Zhen Ling, and Haibo Ye. Estimating the Number of Posts in Sina Weibo[J]. Computers, Materials & Continua, 2019, 57(1):197-213.（SCI）
[12]Taolin Guo*, Junzhou Luo, Kai Dong and Ming Yang. Differentially Private Graph-link Analysis based Social Recommendation [J]. Information Sciences, 2018, 463-464: 214-226. (SCI，中科院一区TOP，CCF B)
[13]Taolin Guo*, Junzhou Luo, Kai Dong , Zhouguo Chen, Yubin Guo and Ming Yang. Estimating the Number of Posts in Microblogging Services [C]. in Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018:283-288. (EI，CCF C)
[14]Taolin Guo*, Kai Dong, Lihe Wang, Ming Yang and Junzhou Luo. Privacy Preserving Profile Matching for Social Networks [C]. in Proceedings of the Sixth International Conference on Advanced Cloud and Big Data , 2018:263-268.（EI）
[15]Kai Dong*,Taolin Guo, Haibo Ye, Xuansong Li, and Zhen Ling. On the Limitations of Existing Notions of Location Privacy [J]. Future Generation Computer Systems, September, 2018, 86(1): 1513-1522. (SCI，中科院二区，CCF C)
[16]Kai Dong*,Taolin Guo, Zhen Ling, Ming Yang, and Wenjia Wu. Apson: Anonymous and Private Social Network [J]. Journal of Internet Technology, 2017, 18(7): 1543-1551.（SCI）
联系方式
电子邮箱：[email protected]
欢迎希望从事隐私保护研究的同学报考我的硕士研究生！
