[姓 名] 王涛
[性 别] 男
[政治面貌] 中共党员
[学 位 ] 工学博士
[教师类型] 数字媒体系
[职 称] 讲师
[是否硕导] 否
[电子邮件] ttmac@mail.ccnu.edu.cn
[联系电话] 156 2321 6377
[办公地址] 6号楼L308室
研究方向
大数据隐私保护,数据挖掘
教育背景
2011/09-2015/12,武汉大学,通信与信息系统,博士,导师:徐正全
2008/09-2011/06,新疆大学,通信与信息系统,硕士,导师:山拜达拉拜
2004/09-2008/06,九江学院,通信工程,学士
工作经历
2019/06-至今,hbs04红宝石线路,hbs04红宝石线路,讲师
2016/01-2019/06,武汉大学,地球空间信息技术协同创新中心,博士后
主持或参与的科研项目
国家自然科学基金地区项目:面向突发灾害应急响应的无人机无线宽带数据传输关键技术研究, 61861042,2019.1-2022.12,武汉大学主持人,在研,18 万
中央高校专项资金青年教师资助项目:考虑误差的位置数据差分隐私保护研究,2042017kf0044, 2017.1-2018.12,主持,结题,10 万
中国博士后科学基金资助项目:基于位置服务的差分隐私保护研究,2017M612511,2017.8-2019.8, 结题,在研,5 万
武汉大学测绘遥感信息工程国家重点实验室自主探索类项目,2017.1-2018.12,主持,结题,10 万
国家重点研发计划课题:国土资源与生态环境安全应急响应关键技术, 2017YFB0504202, 2017.1-2021.12,参与,在研
国家自然科学基金面上项目:面向移动位置服务的空间位置大数据差分隐私保护研究,41671443, 2017.1-2020.12,参与,在研,5 万
武汉市科技局应用基础研究计划:支持移动位置服务的时空数据隐私保护技术研究, 2016010101010024,2016.03-2018.03,参与,结题,5 万
发表的论文
期刊论文:
Tao Wang, Zhigao Zheng, Mohamed Elhoseny. Equivalent Mechanism: Releasing Location Data with Errors throuh Differential Privacy. Future Generation Computer Systems, 2019, 98, 600-608. DOI: 10.1016/j.future.2018.11.047 (SCI, IF 4.639, JCR Q2)
Tao Wang, Zhihao Zheng, Yun Lin, Shihong Yao, Xiao Xie. Reliable and Robust Unmanned Aerial Vehicle Wireless Video Transmission. IEEE Transactions on Reliability, 2019, 68 (3), 1050-1060. DOI: 10.1109/TR.2018.2864683 (SCI, IF 2.729, JCR Q1)
Tao Wang, Zhigao Zheng, Mubashir Husain Rehmani, Shihong Yao, Zheng Huo. Privacy Preservation in Big Data from the Communication Perspective - A Survey. IEEE Communications Surveys & Tutorials, 2018, 21(1): 753-778. DOI: 10.1109/COMST.2018.2865107 (SCI, IF 20.23, JCR Q1)
Shihong Yao, Zhigao Zheng, Tao Wang*, Qingfeng Guan. An Efficient Joint Compression and Sparsity Estimation Matching Pursuit Algorithm for Artificial Intelligence Application. Future Generation Computer Systems, 2018, 86, 603-613. DOI: 10.1016/j.future.2018.04.039 (SCI, IF 4.639, JCR Q2)
Tao Wang, Zhengquan Xu, Dong Wang, Hao Wang. Influence of Data Errors on Differential Privacy. Cluster Computing, 2017, DOI: 10.1007/s10586-017-1457-4 (SCI, IF 2.040, JCR Q3)
Shihong Yao, Tao Wang*, Qingfeng Guan, Xiao Xie. Noisy Image Reconstruction Based on Low-rank in UAV Wireless Transmission. Cluster Computing, 2017, 1-12. DOI: 10.1007/s10586-017-1163-2 (SCI, IF 2.040, JCR Q3)
Tao Wang, Shihong Yao, Zhengquan Xu, Shaoming Pan. Dynamic Replication to Reduce Access Latency Based on Fuzzy Logic System. Computers and Electrical Engineering. 2017, 60: 48-57. DOI: 10.1016/j.compeleceng.2016.11.022 (SCI, IF 1.570, JCR Q3)
Tao Wang, Shihong Yao, Zhengquan Xu, et al. DCCP: An Effective Data Placement Strategy for Data-Intensive Computations in Distributed Cloud Computing Systems. Journal of Supercomputing. 2016, 27(7): 2537-3564. (SCI, IF 1.326, JCR Q3)
王涛, 姚世红, 徐正全, 等. 云存储中面向用户访问任务的小文件合并与预取策略. 武汉大学学 报•信息科学版, 2013, 38(12): 1504-1508. (EI)
Zhigao Zheng, Arun Kumar Sangaiah, Tao Wang. Adaptive Communication Protocols in Flying Ad Hoc Network. IEEE Communications Magazine. 2018, 56(1):136-142. DOI: 10.1109/ MCOM.2017.1700323 (SCI, IF 10.435, JCR Q1)
Shihong Yao, Tao Wang, Y Chong, et al. Sparsity Estimation Based Adaptive Matching Pursuit Algorithm. Multimedia Tools & Applications, 2017, pp:1-18. DOI: 10.1007/s11042-016-4295-0. (SCI, 1.530, JCR Q3)
Shihong Yao, Zhigao Zheng, Tao Wang, et al. Sparsity estimation matching pursuit algorithm based on restricted isometry property for signal reconstruction. Future Generation Computer Systems, 2017, pp:1-8. DOI:10.1016/j.future.2017.09.034 (SCI, IF 4.639, JCR Q2)
王豪, 徐正全, 熊礼治, 王涛. CLM: 面向轨迹发布的差分隐私保护方法. 通信学报, 2017, 38(6): 85-96. (EI)
Shihong Yao, Tao Wang, Weiming Shen, Shaoming Pan, Yanwen Chong. Feature Selection and Pedestrian Detection Based on Sparse Representation. Plos One, 2015, 10(8):e0134242, pp: 1-17. (SCI, IF 2.806, JCR Q3)
Shihong Yao, Tao Wang, Weiming Shen, Shaoming Pan, Yanwen Chong. Research of Incoherence Rotated Chaotic Measurement Matrix in Compressed Sensing. Multimedia Tools and Applications, 2015, pp:1-19, DOI: 10.1007/s11042 -015-2953-2 (SCI, IF 1.530, JCR Q3)
Shihong Yao, Shaoming Pan, Tao Wang, et al. A New Pedestrian Detection Method Based on Combined HOG and LSS Features. Neurocomputing, 2015, 151, pp: 1006-1014. (SCI, IF 3.317, JCR Q2)
会议论文:
Tao Wang, Shihong Yao, Zhengquan Xu, et al. An effective strategy for improving small file problem in distributed file system. Proceedings of 2nd International Conference on Information Science and Control Engineering, ICISCE'15, 122-126. (EI 会议 )
Tao Wang, Shihong Yao, Zhengquan Xu, Shan Jia. FRLDM: A Self-Optimizing Algorithm for Data Migration in Distributed Storage Systems. Proceedings of 2nd International Workshop on Materials Engineering and Computer Sciences, IWMECS'15, 2015, 582-588. (EI 会议 )
Tao Wang, Shihong Yao, Zhengquan Xu, Shan Jia, Qiang Xu. A Data Placement Strategy for Big Data Based on DCC in Cloud Computing Systems. Proceedings of 2015 IEEE International Conference on Smart City/SocialCom/SustainCom, SmartCity'15. IEEE, 2015: 623-630. (EI会议 )
Wang H, Xu Z, Xiong L, Wang T. Conducting Correlated Laplace Mechanism for Differential Privacy. Proceedings of International Conference on Cloud Computing and Security, ICCCS'17, Springer, Cham, 2017: 72-85. (EI 会议)
Shihong Yao, Tao Wang, Weiming Shen, Yanwen Chong. The chaotic measurement matrix for compressed sensing.Proceedings of 11th International Conference on Intelligent Computing, ICIC'15, Fuzhou, China, 2015, pp:58-64 (EI 会议)
Shihong Yao, Tao Wang, Weiming Shen, Yanwen Chong. A Novel Combination Feature HOG-LSS for Pedestrian Detection. Proceedings of 9th International Conference on Intelligent Computing, ICIC'13, Nanning, China, 2013, pp: 177-181. (EI 会议)
知识产权情况
发明人:徐正全,王豪, 王涛,熊文君;发明创造名称:一种具有给定相关性的拉普拉斯噪声序 列生成方法及生成器;申请号:201610597162.7(已授权)
发明人:徐正全,王豪,王涛,熊文君;发明创造名称:基于差分隐私的相关性时间序列发布方 法及系统;申请号:201610859701.X(已授权)
发明人:徐正全, 贾姗,王涛;发明创造名称:一种视频同源 copy-move 篡改检测方法及系统; 申请号:2015105223265(已授权)
发明人:徐正全,王豪,王涛,贾姗;发明创造名称:一种基于相关性去除的差分隐私数据发布 方法及系统,专利号:201510617903.9(已授权)
发明人:徐正全,王涛,姚世红,熊礼治;发明创造名称:一种基于计算相关度的多数据中心数 据布局优化方法;申请号:2014102185962(已授权)
发明人:徐正全,王争鸣,王涛;发明创造名称:一种动态交通路网城市道路要素模型及其建模方 法;申请号:2013105184581(已授权)
发明人:徐正全,熊礼治,徐彦彦,王涛;发明创造名称:一种云数据隐私保护安全重加密方法; 申请号:2014102184584(已授权)
徐正全,王豪,王涛,熊文君,"相关性拉普拉斯噪声函数库 V1.0",2017SR385031(软件著作权)
获奖与奖励
王涛(12),面向地理信息安全的版权追溯和权限控制关键技术与应用,中国地理信息产业协会,地理信息科技进步奖,特等奖,2019
王涛(4), 基于北斗/GPS 的大坝缆机施工安全防撞及工况管理信息系统的压法与应用,湖北省测 绘地理信息学会,湖北省测绘科技进步奖,三等奖,2015
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