指导计算机硕士研究生、博士研究生30余名,其中国内研究生18名,留学硕士生14名,指导的研究生获得校长奖学金、研究生优秀奖学金和三好研究生荣誉等称号。
Neural Networks、IEEE Internet of Things Journal、Multimedia Tools and Applications等国际1区2区顶级SCI期刊审稿人
计算机应用研究等国内期刊审稿人
IEEE ICCNT等国际会议审稿人
NCM等会议分会主席
江苏省网络监控中心成员
贵州省人工智能学会会员
IBM的Q1Lab信息安全研究项目组成员
中英云网络安全研究所所长
育英二外校务委员会副主任
网络公司技术总监
区工信局副局长
虚拟仿真中心副主任
Dr. Chunyong Yin is currently a Professor and Dean with the Nanjing University of Information Science & Technology, China. He received his Bachelor (SDUT, China, 1998), Master (GZU, China, 2005), PhD (GZU, 2008) and was Post-doctoral associate (University of New Brunswick, 2010).He has authored or coauthored more than twenty journal and conference papers. His current research interests include privacy preserving and network security etc.
尹春勇,男,博士,现为taptap点点手机客户端计算机与软件学院教授、博导、硕导、虚拟仿真中心副主任,原网络工程系主任,中英云网络安全研究所所长,江苏省网络监控中心成员,贵州省人工智能学会会员,IBM的Q1Lab信息安全研究项目组成员。担任国家重点研发计划网络空间安全重点专项评审专家、国家重点研发计划“战略性国际科技创新合作”重点专项评审专家、国家自然科学基金评审专家,《Neural Networks》《IEEE Internet of Things Journal》等国际1区2区顶级SCI期刊审稿人,计算机应用研究等国内期刊审稿人,IEEE ICCNT等国际会议审稿人,NCM等会议分会主席。1998年以来先后获得计算机应用专业硕士学位和网络及信息安全专业博士学位,并在加拿大新不伦瑞克大学信息安全研究中心从事博士后研究员工作。作为项目组主持人和项目组主要成员,主持和参与了国家自然科学基金面上项目、山东省自然科学基金、贵州省自然科学基金、军参部子项目、与英国伦敦大学、新不伦瑞克大学的国际合作基金等多项科研项目。在国内外核心期刊上发表论文100余篇(其中,SCI/EI收录80篇)。获得市第八届青年科技奖、市第九届自然科学优秀学术成果二等奖等多项奖励。获得发明专利授权3项,软件著作权18项。
研究领域与方向
1. 计算机网络与信息安全
2. 云计算
3. 大数据安全
4. 数据挖掘
5. 文本内容安全
博士生招生方向:网络空间安全; 大数据挖掘及隐私保护; 人工智能及新型计算
硕士生招生方向:网络与信息安全; 机器学习; 大数据安全; 隐私保护
主持项目:
面向高速数据流的新型异常入侵检测技术研究,国家自然科学基金面上项目
面向大规模新型P2P 僵尸网络的检测研究,国家自然科学基金面上项目
高速数据流异常检测系统,国际合作项目
基于云计算的智能数据安全存储系统,国际合作项目
僵尸网络的检测、分析、可视化,国际合作项目
一种新型入侵检测模型的设计与实现,省教育厅项目
自动气象信息服务系统,江苏省气象探测与信息处理中心基金项目
基于密态数据库的安全研究,taptap点点手机客户端科研项目
基于秘密同态的实数的整数化表示理论与算法,校基金项目
一种新型自动防御系统的研究.校重点项目
网络入侵检测系统的设计.校青年项目
主研项目:
软件可靠性与安全性综合评估方法研究,国家自然科学基金项目
网络漏洞挖掘与分析研究.军参部子项目
提高高校数据安全的实验技术研究.校青年项目
城市交通地理信息系统的设计与实现.校重点项目
主要论文:
Selected Journal Publications:
1. C. Yin, S. Zhang, J. Wang and N. N. Xiong (2020). Anomaly Detection Based on Convolutional Recurrent Autoencoder for IoT Time Series. IEEE Transactions on Systems, Man, and Cybernetics: Systems, doi: 10.1109/TSMC.2020.2968516.(SCI 1区TOP期刊)
2. Yin, C., Ding, S., & Wang, J. (2019). Mobile marketing recommendation method based on user location feedback. Human-centric Computing and Information Sciences, 9(1), 14.(SCI)
3. Yin, C., Wang, H., Yin, X., Sun, R., & Wang, J. (2019). Improved deep packet inspection in data stream detection. The Journal of Supercomputing, 75(8), 4295-4308.(SCI,CCF C类)
4. Yin, C., Shi, L., Sun, R., & Wang, J. (2019). Improved collaborative filtering recommendation algorithm based on differential privacy protection. The Journal of Supercomputing, 1-14.(SCI,CCF C类)
5. Yin, C., Ju, X., Yin, Z., & Wang, J. (2019). Location recommendation privacy protection method based on location sensitivity division. EURASIP Journal on Wireless Communications and Networking, 2019(1), 266.(SCI)
6. Yin, C., Zhou, B., Yin, Z., & Wang, J. (2019). Local privacy protection classification based on human-centric computing. Human-centric Computing and Information Sciences, 9(1), 33. (SCI)
7. Yin, C., Xi, J., Sun, R., & Wang, J. (2018). Location Privacy Protection based on Differential Privacy Strategy for Big Data in Industrial Internet-of-Things. IEEE Transactions on Industrial Informatics, 14(8), 3628-3636.(SCI 1区TOP期刊,高被引论文)
8. Yin, C., Xia, L., Zhang, S., Sun, R., & Wang, J. (2018). Improved clustering algorithm based on high-speed network data stream. Soft Computing, 22(13), 4185-4195.(SCI,CCF C类)
9. Yin, C., Wang, J., & Park, J. H. (2017). An improved recommendation algorithm for big data cloud service based on the trust in sociology. Neurocomputing, 256, 49-55.(SCI 2区TOP期刊,CCF C类)
10. Yin, C., Zhang, S., Xi, J., & Wang, J. (2017). An improved anonymity model for big data security based on clustering algorithm. Concurrency and Computation: Practice and Experience, 29(7), e3902.(SCI,CCF C类)
11. Yin, C., & Zhang, S. (2017). Parallel implementing improved k-means applied for image retrieval and anomaly detection. Multimedia Tools and Applications, 76(16), 16911-16927.(SCI,CCF C类)
12. Yin, C., & Xi, J. (2017). Maximum entropy model for mobile text classification in cloud computing using improved information gain algorithm. Multimedia Tools and Applications, 76(16), 16875-16891.(SCI,CCF C类)
13. Yin, C., Xi, J., & Sun, R. (2017). Location Privacy Protection Based on Improved-Value Method in Augmented Reality on Mobile Devices. Mobile Information Systems, 2017.(SCI)
14. Yin, C., Zhang, S., & Kim, K. J. (2017). Mobile Anomaly Detection Based on Improved Self-Organizing Maps. Mobile Information Systems, 2017.(SCI)
15. Yin, C., Zhang, S., Yin, Z., & Wang, J. (2017). Anomaly detection model based on data stream clustering. Cluster Computing, 1-10.(SCI)
16. Yin, C., Feng, L., & Ma, L. (2016). An improved Hoeffding-ID data-stream classification algorithm. The Journal of Supercomputing, 72(7), 2670-2681. (SCI,CCF C类)
17. Yin, C., Ma, L., & Feng, L. (2017). Towards accurate intrusion detection based on improved clonal selection algorithm. Multimedia Tools and Applications, 76(19), 19397-19410.(SCI,CCF C类)
18. Yin, C., Ma, L., & Feng, L. (2016). A feature selection method for improved clonal algorithm towards intrusion detection. International Journal of Pattern Recognition and Artificial Intelligence, 30(05), 1659013.(SCI,CCF C类)
19. Yin, C., Feng, L., Ma, L., Kim, J. U., & Wang, J. (2016). An effective feature selection and data-stream classification model HDP. Journal of Internet Technology, 17(4), 695-702.(SCI)
20. Yin, C., Awlla, A. H., Yin, Z., & Wang, J. (2015). Botnet detection based on genetic neural network. International Journal of Security and Its Applications, 9(11), 97-104.
21. Yin, C., Zou, M., Iko, D., & Wang, J. (2013). Botnet detection based on correlation of malicious behaviors. International Journal of Hybrid Information Technology, 6(6), 291-300.
22. Yin, C., Yang, L., & Wang, J. (2013). Botnet detection based on degree distributions of node using data mining scheme. International Journal of Future Generation Communication and Networking, 6(6), 81-90.
23. Yin, C. (2014). Towards accurate node-based detection of P2P botnets. The Scientific World Journal, 2014..
24. Yin, C., Feng, L., Ma, L., Yin, Z., & Wang, J. (2015). A feature selection algorithm based on Hoeffding inequality and mutual information. Int J Signal Process Image Process Pattern Recognit, 8(11), 433-444.
25. Yin, C., Zhang, H., Xiang, J., Yin, Z., & Wang, J. (2015). A Mobile Recommendation Algorithm Based on Statistical Analysis of User Data. International Journal of Hybrid Information Technology, 8(12), 355-366.
26. Yin, C., Xiang, J., Zhang, H., Yin, Z., & Wang, J. (2015). Short text classification algorithm based on semi-supervised learning and SVM. International Journal of Multimedia and Ubiquitous Engineering, 10(12), 195-206.
27. Yin, C., Ma, L., Feng, L., Yin, Z., & Wang, J. (2015). A Feature Selection Algorithm towards Efficient Intrusion Detection. International journal of multimedia and ubiquitous engineering, 10(11), 253-264.
28. Yin, C., Zhang, S., Yin, Z., & Wang, J. (2015). An algorithm of clustering by density peaks using in anomaly detection. Int J Secur Appl, 9(12), 115-128.
Selected Conference Publications:
1. Chunyong Yin , Jun Xiang, Hui Zhang, Jin Wang, A New Classification Method for Short Text Based on SLAS and CART, CCITSA2015, 2015.12.10-2015.12.12.
2. Chunyong Yin , Sun Zhang, Jin Wang, An Improved K-Means Using in Anomaly Detection, CCITSA2015, 2015.12.10-2015.12.12.
3. Chunyong Yin, Ardalan Husin, Jin Wang, An Improved Transmission Control Protocol Effect on Router Performance, CCITSA2015, 2015.12.10-2015.12.12.
4. Chunyong Yin , Jinwen Xi, Jin Wang, The Research of Text Classification Technology Based on Improved Maximum Entropy Model, CCITSA2015, 2015.12.10-2015.12.12.
5. Chunyong Yin , Sun Zhang, Jin Wang, Zhichao Yin, Anomaly detection based on clustering by density peaks using, COMCOMS2015, 2015.10.22-2015.10.24.
6. Chunyong Yin , Ardalan Husin Awlla, Jin Wang, Zhichao Yin, A Novel framework towards Botnet Detection, COMCOMS2015, 2015.10.22-2015.10.24.
7. Chunyong Yin , Lu Feng, Luyu Ma, Jin Wang, Zhichao Yin, Jeong-Uk Kim, A Feature Selection Algorithm of Dynamic Data-Stream Based on Hoeffding Inequality, AITS2015, 2015.8.21-2015.8.23.
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