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大数据管理与安全创新团队

发布时间：2024-11-28文章作者：编辑：郭宇审核人：浏览次数：

大数据管理与安全创新团队

负责人：张晓琳

研究领域：

（1）研究领域1：大数据管理与隐私保护。

（2）研究领域2：人工智能应用与安全

团队组成：王静宇，王永平，刘月峰，高鹭，顾瑞春，刘立新，赵宇红，张继凯，黄显武，张换香，褚燕华，任国印，刘新，兰孝文，王丽颖，胡伟建，李灵芳，徐恩惠，崔宁宁，郝琨，何晓玉

1 科研项目：部分项目如下：

  1. 国家自然科学基金委员会，国家自然科学基金项目，面向图像分类和目标检测模型的对抗样本攻击技术研究，62466045，2025-01至2028-12，32万元，主持：张晓琳 参加人：王静宇，肖志峰，刘月峰，王永平，李灵芳、徐金才、徐恩惠、陈天荣等。

  2. 国家自然科学基金委员会，国家自然科学基金项目，61562065，面向云计算环境的大规模社会网络隐私保护技术研究，2016-01至2019-12，44.4万元，主持：张晓琳 参加人：王静宇，赵宇红，刘月峰，刘新，刘立新，张换香，王永平，范瑞英，高鹭，徐扬

  3. 国家自然科学基金委员会，国家自然科学基金项目，61163015，连续不确定XML数据管理关键技术研究，2012-01至2015-12，49万元，主持：张晓琳 参加人：谭跃生，王静宇，褚燕华，王丽颖，孙斌，丁雨，刘立新，郝斌，张甄，王永平，高鹭，张换香，张换香

  4. 国家社科规划办，国家社科基金项目，07XTQ003，基于自动机技术的XML数据流查询处理技术研究，2007-01至2009-01，10万元，主持：张晓琳 参加人：谭跃生，崔敏，范瑞英，李宏辉，翟国锋

  5. 国家自然科学基金委员会，国家自然科学基金项目，61662056，面向隐私保护的大数据访问控制技术研究，2017.01-2020.12.31，41万，结题，主持：王静宇，参加人：谭跃生、赵宇红、顾瑞春、张晓琳等

  6. 国家自然科学基金委员会，国家自然科学基金项目，61462069，面向隐私保护的云数据访问控制模型与方法研究，2015-01至2018-12，44万元，结题，主持：谭跃生，参加人：王静宇、赵宇红、顾瑞春等。

  7. 国家自然科学基金委员会，国家自然科学基金项目，62341604，小样本和计算资源受限场景下车载锂电池多任务状态处理轻量化模型研究 ，2024-01-2024-12，15万元，主持：刘月峰 参加人：张晓琳，任国印，黄显武，罗海丽。

  8. 内蒙古自治区科技厅，内蒙古自治区自然科学基金项目，2023MS06012深度神经网络的对抗样本攻击与防御技术研究，2023-01至2025-12,  10万元，主持：张晓琳，参加人：王永平，高鹭，刘月峰，张换香，刘立新，任国印。

  9. 内蒙古自治区科技厅，内蒙古自治区自然科学基金项目，2019MS06001，有效保护社区结构的大规模社会网络隐私保护技术研究，2019-01至2021-12，10万元，主持：张晓琳 参加人：王静宇，刘立新，张换香，高鹭，王永平，刘娇（学），李健（学）。

  10. 内蒙古自治区科学技术厅，内蒙古自治区自然科学基金重点项目，20080404Zd21，XML流查询处理技术研究，2008-01至2010-12，10万元，主持：张晓琳 ，参加人：谭跃生等

  11. 包头稀土高新区科技局，地市级其他项目，09030520011，包头稀土高新区科技局-科技创新服务载体项目，2019-10至2021-10，18万元，主持：张晓琳，参加人：褚燕华，王丽颖，刘麒，刘心怡，李洁，王月明，张继凯，刘月峰，赵宇红，汪再秋，胡伟健，高鹭，赵艳锋

  12. 内蒙古自治区科技厅，内蒙古自治区应用技术研究与开发资金项目，2021GG0046，风光功率预测关键技术在新能源系统中的综合应用研究，2021-06至2024-05，94万元，在研，主持：高鹭 参加人：张晓琳，张飞，任晓颖，韩朋（学），赵连甲（学），亓豪（学），李鹏程（学），高燕宁（学），孔繁苗（学），萨仁娜（学）

  13. 内蒙古自治区科技厅，内蒙古自治区自然科学基金项目，基于区块链的安全多方计算协议研究，2021-01至2023-12，10万，在研，主持：刘新

  14. 内蒙古自治区科技厅，内蒙古自治区自然科学基金项目，2021LH06007，自然环境下农作物细粒度疾病识别方法研究，2021-01至2024-12，10万元，在研，主持：胡伟健

  15. 内蒙古自治区科学技术厅，关键技术攻关计划项目子课题，2019GG138，基于草原灾害大数据的交互式可视化及可视分析技术研究， 2019-11至2021-12，30万元，在研，主持：张继凯

  16. DCS控制系统与视频智能控制系统在洗煤厂的应用研究，2019-05至2020-05，71.9万元，结题，主持：赵宇红

  17. 燕山大学，横向科研项目，态势二三维地球可视化平台开发，2019-04至2020-04，8万元，结题，主持：张继凯

  18. 中国教育科研计算机网包头地区节点技术服务，2015.12-2017.11,46.8万，赛尔网络有限公司，主持：王静宇。

 

2 学术论文

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  3. Zhang Xiaolin, Liu Jiao, Li Jian, et al. Large-scale dynamic social network directed graph k-in&out-degree anonymity algorithm for protecting community structure[J]. IEEE Access, 2019, 7: 108371-108383.  (SCI二区, WOS:000481980800050, EI:20193507359311)

  4. Xu EnHui, Zhang Xiaolin, Wang YongPing, Zhang Shuai, Lu Lixin; Xu Li. WordRevert: Adversarial Examples Defence Method for Chinese Text Classification[J]. IEEE Access, 2022, 10: 28832-28841. (doi:10.1109/ACCESS.2022.3157521.)

  5. Zhang Xiaolin, Yang Tao, Cui NingNing. Flame image segmentation based on the bee colony algorithm with characteristics of levy flights[J]. Mathematical Problems in Engineering, 2015, 2015: 1-8.  (SCI四区, WOS:000364738900001, EI:20154701591529)

  6. Li Jian, Zhang XiaoLin, Liu Jiao, et al. Large-Scale Social Network Privacy Protection Method for Protecting K-Core[J]. International Journal of Network Security, 2021, 23(4): 612-622. (EI收录, EI:20212810611401)

  7. Li Na, Zhang XiaoLin, Wang YongPing, et al. Research on Dynamic Social Network Anonymity Technology for Protecting Community Structure[J]. International Journal of Network Security, 2021, 23(4): 576-587.  (EI收录, EI:20212810610391)

  8. Zhang XiaoLin, Liu Jiao, Bi HongJing, et al. Personalized K-In&Out-Degree Anonymity Method for Large-scale Social Networks Based on Hierarchical Community Structure[J]. International Journal of Network Security, 2021, 23(2): 314-325. (期刊论文) (EI收录, EI:20211110087707)

  9. Zhang XiaoLin, Zhang WenChao, Zhang Chen, et al. D-GSPerturb: A distributed social privacy protection algorithm based on graph structure perturbation[J]. Journal of Computers, 2017, 28(5): 51-61.  (EI收录, EI:20175004517181)

  10. Zhang XiaoLin, Zhang Chong, Yang Tao. Flame image segmentation using the dynamic adaptation cuckoo search algorithm based on the 2D maximum between-cluster variance[J]. ICIC express letters. Part B, Applications: an international journal of research and surveys, 2016, 7(10): 2253-2259.  (EI收录, EI:20164102884995)

  11. Zhang Xiaolin, Guo YanLei, Wang JingYu, et al. A personalized social network privacy protection method based on the Pregel-like system[J]. ICIC express letters. Part B, Applications: an international journal of research and surveys, 2016, 7(4): 839-845.  (EI收录, EI:20164302950508)

  12. Zhang Xiaolin, Hao Kun, Liu LiXin, et al. An Efficient SLCA-Based Keyword Search Algorithm on Uncertain XML[J]. Journal of Computational Information Systems, 2015, 11: 7721-7729. (EI收录, EI: 20155101706637)

  13. Zhang XiaoLin, Li Jian, He XiaoYu, et al. Distributed Graph Perturbation Algorithm on Social Networks with Reachability Preservation[C]. CCF Conference on Big Data. Springer, Singapore, 2019, 1120 CCIS: 194-208. (会议论文) (EI收录, EI:20195207929384)

  14. Zhang XiaoLin, Yuan HaoChen, Li ZhuoLin, et al. Distributed Subgraph Matching Privacy Preserving Method for Dynamic Social Network[C]. CCF Conference on Big Data. Springer, Singapore, 2019, 1120 CCIS: 159-173. (会议论文) (EI收录, EI:20195207929382)

  15. Hao Kun, Zhang Xiaolin,LIU Lixin, Zhang Huanxiang. An Efficient Algorithm for XML Keyword Search Based on Interval Encoding[C]. 2016 13th Web Information Systems and Applications Conference (WISA). IEEE, 2016: 45-50. (会议论文) (EI收录, EI: 20173304046048)

  16. Liu Lixin, Zhang Xiaolin, zhang Huanxiang. Mining of Probabilistic Frequent Itemsets over Uncertain Data Streams[C]. 2014 11th Web Information System and Application Conference. IEEE, 2014: 231-237. (会议论文) (EI收录, EI: 20151500731088)

  17. Liu Y(刘月峰), Li J, Zhang G, et al. State of Charge Estimation of Lithium-Ion Batteries Based on Temporal Convolutional Network and Transfer Learning[J]. IEEE Access, 2021, 9: 34177-34187. (期刊论文) （SCI二区，WOS: 000626309500001，EI: 20210809936209）

  18. Ren Guoyin(任国印), Lu Xiaoqi, Li Yuhao. Joint Face Retrieval System Based On a New Quadruplet Network in Videos of Multi-Camera[J]. IEEE Access, 2021, 9(1): 56709-56725 (期刊论文) (SCI二区，WOS: 000641937300001，EI: 20211610226021)

  19. Ren Guoyin(任国印), Lu Xiaoqi, Li Yuhao. A Cross-Camera Multi-Face Tracking System Based on Double Triplet Networks[J]. IEEE Access, 2021, 9: 43759-43774 (期刊论文) (SCI二区，WOS: 000633372400001，EI: 20210910011193)

  20. Lingfang Li(李灵芳), Xu Wang, Weijian Hu*(胡伟健), Naixue Xiong, Yongxing Du*, Baoshan Li. Deep Learning in Skin Disease Image Recognition: A Review[J]. IEEE Access, vol. 8, pp. 208264-208280, 2020, doi: 10.1109/ACCESS.2020.3037258 (期刊论文) (SCI二区，WOS: 000596354000001, EI: 20205109648636）

  21. Weijian Hu(胡伟健), Jie Fan, Yongxing Du*, Baoshan Li*, Naixue Xiong, Ernst Bekkering. MDFC-ResNet: An Agricultural IoT System to Accurately Recognize Crop Diseases[J].  IEEE Access,vol.8,pp.115287-115298,2020,doi: 10.1109/ACCESS.2020.3001237  (期刊论文) (SCI二区，WOS:000547502900001, EI: 20202908939632)

  22. Liu Y F(刘月峰), Zhao G Q, Peng X Y. Deep Learning Prognostics for Lithium-Ion Battery Based on Ensembled Long Short-Term Memory Networks[J]. IEEE Access, 2019(期刊论文) (SCI二区, WOS:000614825600029, EI: 20200308053695)

  23. Zhao Guangquan, Liu Xiaoyong, Zhang Bin, Liu Yuefeng(刘月峰), Niu Guangxing, Hu Cong. A novel approach for analog circuit fault diagnosis based on Deep Belief Network[J]. measurement.2018.02.044 (期刊论文) (SCI二区, WOS: 000428720700020, EI: 20181004881295)

  24. Xin Liu(刘新), Ruiling Zhang, Gang Xu, Xiu-Bo Chen, Neal N. Xiong. Confidentially judging the relationship between an integer and an interval against malicious adversaries and its applications[J]. Computer Communications, 180, 2021: 115–125. (期刊论文) (SCI三区, WOS: 000704054300010, EI: 20213910952688)

  25. Xin Liu, Shundong Li, Jian Liu, Xiubo Chen, Gang Xu. Secure multiparty computation of a comparison problem[J]. SpringerPlus, 2016, 5(1): 1489. (SCI 四区,  检索WOS号:000391178000001  IF：1.056)

  26. Xin Liu, Shundong Li, XiuBo Chen, Gang Xu, Xiaolin Zhang, Yong Zhou. Efficient Solutions to Two-party and Multiparty Millionaires’ Problem [J]. Security and communication networks. vol. 2017, 11 pages, 2017. doi:10.1155/2017/5207386. (SCI四区，WOS:000403019400001  IF：0.864)

  27. Hu M, Peng JJ, Zhang WQ, Hu JX, Qi LZ, Zhang HX(张换香). An Intention Multiple-representation Model with Expanded Information[J]. Computer Speech & Language, 2021, 68:101196. (期刊论文) (SCI三区, WOS: 000633221700001, EI: 20210509869321)

  28. Zhao Yu-hong(赵宇红), Ma zhong-gui，Zheng Xue-feng, Tu Xu-yan. An Improved Algorithm of Nonlinear RED Based on Membership Cloud Theory[J]. CHINESE JOURNAL OF ELECTRONICS (电子学报), 2017 , 26 (3) :537-543.  (期刊论文) (SCI四区, WOS: 000401309800013, EI: 20203209031388)

  29. Zhang JiKai(张继凯), Zhao Jun, Li Qi, Lv XiaoQi, Nie Jun-Lan. 3D Gesture Estimation from RGB Images Based on DB-InterNet[J]. Journal of Computers (Taiwan), 2021, 32(5): 1-14(期刊论文) (EI收录, EI: 20220211449752)

  30. Liu Yuefeng(刘月峰), Zhang Gong, Li Jiaqi. Temporal convolutional networks applied to remaining useful life prediction of turbofan engine[J]. Journal of Computers (Taiwan), vol. 32, n. 3, pp. 69-85, June 2021. (期刊论文) (EI收录, EI:20213610872992)

  31. Zhao Yu-hong(赵宇红), Zheng Xue-feng, Tu Xu-yan, Research on the improved way of RED algorithm S-RED[J]. International Journal of U- and e- Service, Science and Technology, 2016, 19(2): 375-384. (期刊论文) (EI收录, EI: 20161002053108)

  32. Yu-hong Zhao(赵宇红), Ai-yan Wu, Xue-feng Zheng, Xu-yan Tu. Application of Multi-attribute Cloud Decision Method in Congestion Control[J]. International Journal of Security and Its Application, 2015, 9(10): 47-57. (期刊论文) (EI收录, EI: 20162802580444)

  33. Lingfang Li(李灵芳), Xueying Qi, Xu Wang, Weijian Hu*(胡伟健)，et al. WAMF: A Weighted Adaptive Multi-convolution Fusion Scheme for Dermoscopic Image Recognition[C]. International Conference on Image, Vision and Computing. (期刊论文) (EI收录)

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  36. Hao Bin(郝斌), Zhang Min, Ma Weizhi, Shi Shaoyun, Yu Xinxing, Shan Houzhi, Liu Yiqun, Ma Shaoping. Negative Feedback Aware Hybrid Sequential Neural Recommendation Model[C]. CCF International Con ference on Natural Language Processing and Chinese Computing, http://tcci.ccf.org.cn/conference/2 020/, 2020-10-17至2020-10-18 (会议论文) (EI收录, EI: 20204309390694)

  37. Ruichun Gu(顾瑞春), Lei Yu, Junxing Zhang. MeFILL: A Multi-edged Framework for Intelligent and Low Latency Mobile IoT Services[C]. WCNC 2020, Seoul, Korea (South), 2020-05-25至2020-05-28 (会议论文) (EI收录, EI: 20202708898204)

  38. Hu Jingxiang, Peng Junjie, Zhang Wenqiang, Qi Lizhe, Hu Miao, Zhang Huanxiang(张换香). Intention Multiple-Representation Model for Logistics Intelligent Customer Service[C]. Springer, Cham. Springer, Cham, 2020.(会议论文) (EI收录, EI: 20203609133601)

  39. Zhao Yu-hong(赵宇红), Chen Jie. A P2P trust model based on trust factor and feedback aggregation[C]. EITCE,2019. (会议论文) (EI收录, EI:20202308784692)

  40. Liu Yuefeng(刘月峰), Zhang Gong, Zhang Chenrong, et al. Research Progress on Data Driven-based RUL Prediction Methods of Mechanical Equipment[C]. 10th Prognostics and System Health Management Conference, PHM-Qingdao 2019, October 25, 2019 - October 27, 2019, 2019: et al.; Key Laboratory of Aviation Technology for Fault Diagnosis and Health Management Research, AVIC SAMRI; Key Laboratory of Space Utilization, CAS; Qinda Technology Co., Ltd; Qingdao West Coast New Area Association for Science and Technology; Reliability Division of Operations and Research Society of China. (会议论文)（EI收录, EI:20200408061255)

  41. Ruichun Gu(顾瑞春), Junxing Zhang. GANSlicing: A GAN-Based Software Defined Mobile Network Slici ng Scheme for IoT Applications[C]. ICC 2019 - 2019 IEEE International Conference on Communications (ICC), Shanghai, China, 2019-5-20 (会议论文)（EI收录, EI: 20193207290299)

  42. Ruichun Gu(顾瑞春), Xiaolong Zhang, Lei Yu, Junxing Zhang. Enhancing Security and Scalability in Software Defined LTE Core Networks[C]. 2018 17th IEEE International Conference On Trust, Security An d Privacy In Computing And Communications/ 12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE), New York, NY, USA, 2018-8-1至2018-8-3(会议论文) (EI收录, EI: 20184005895704)

  43. Ruichun Gu(顾瑞春), Hongyu Zhang, Dong Pei, Junxing Zhang. A Scalable and Virtualized Testbed for IoT Experiments [C]. Proceedings of the 12th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks & Communities, Dalian, China, 2017-9-28至2017-9-30 (会议论文) (EI收录, EI: 20183205665640)

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3 学术专著

  1. 张晓琳；王永平；数据集隐私保护技术研究，科学出版社，370千字，2019 （学术专著）

  2. 张晓琳；刘立新；连续不确定XML数据管理关键技术，科学出版社，176千字，2015 （学术专著）

4 专利

  1. 张晓琳；何晓玉；张文超；于芳名；刘立新；张换香；王永平；李卓霖；袁昊晨；张臣；张冲；一种保持节点可达性的分布式社会网络隐私保护方法，2020-7-31，中国，ZL201710279018.3 (国家发明专利)

  2. 张晓琳；李健；刘娇；高鹭；王永平；刘立新；张换香；刘心怡；何晓玉；于芳名；李卓麟；袁昊晨；李娜；一种基于k-核的大规模社会网络有向图隐私保护方法，2020-6-2，中国，ZL202010543252.4(国家发明专利)

 

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