首页 >> 师资力量 >> 全体教工 >> 博士后 >> 正文

闫晓丹

作者:       发布: 2020-11-28      来源:

打印

闫晓丹  Xiaodan Yan

     

 博士后

     

博士

     

 

一号馆514

     

网络空间安全学院

     

 

电子信箱

yanxiaodan@buaa.edu.cn

     

 

个人主页

 

  学习经历

2015.09 2020.06  北京邮电大学  网络空间安全学院  博士

  工作经历

2020.11–至今    北京航空航天大学网络空间安全学院    卓越百人博士后

  研究领域

大数据安全、人工智能安全

  科研成果

在大数据安全、人工智能安全等领域从事研究多年,主要参与的科研项目有:国家自然科学基金、十三五预研计划项目等。已在IEEE Transactions on Industrial Informatics,IEEE/ACM Transactions on Computational Biology and Bioinformatics等期刊和会议上发表10余篇学术论文,担任TKDD、IWCSS   2020、CPSCom 2020等权威期刊或会议审稿人。近年发表的主要学术论文如下:

 

[1] Xiaodan Yan, Yang Xu, Xiaofei Xing, Baojiang Cui, Zihao Guo, and   Taibiao Guo. “Trustworthy Network Anomaly Detection Based on an Adaptive   Learning Rate and Momentum in IIoT,” IEEE Transactions on Industrial   Informatics, vol. 16, no. 9, pp: 6182-6192, 2020.  

[2] Xiaodan Yan, Yang Xu, Baojiang Cui, Shuhan Zhang, Taibiao Guo, and Chaoliang   Li. “Learning URL Embedding for Malicious Website Detection,” IEEE   Transactions on Industrial Informatics, vol. 16, no. 10, pp: 6673-6681,   2020. 

[3] Xiaodan Yan,   Baojiang Cui, Yang Xu, Peilin   Shi, and Ziqi Wang. “A Method of Information Protection for Collaborative   Deep Learning under GAN Model Attack,” IEEE/ACM Transactions on   Computational Biology and Bioinformatics, doi: 10.1109/TCBB.2019.2940583.

[4] Xiaodan Yan, Tianxin Zhang, Baojiang Cui, and Jiangdong Deng. “Hinge   Classification Algorithm Based on Asynchronous Gradient Descent,” International   Conference on Broadband and Wireless Computing, Communication and   Applications, 2017.  

[5] Xiaodan Yan, Baojiang Cui, and Jianbin Li. “Malicious Domain   Name Recognition Based on Deep Neural Networks.” International Conference   on Security, Privacy and Anonymity in Computation, Communication and Storage,   2018.

[6] Jiwei Zhang, Xiaodan Yan*, Zelei Cheng, and Xueqi Shen. “A face recognition   algorithm based on feature fusion,” Concurrency and Computation: Practice   and Experience, doi: 10.1002/cpe.5748.  

[7] Yuchen Liang,   Xiaodan Yan*. “Using   Deep Learning to Detect Malicious URLs,” IEEE International Conference on   Energy Internet, 2019.  

[8] Huan Zhang, Kangfeng Zheng, Xiaodan Yan*, Shoushan Luo, and Bin Wu. “Moving Target Defense   Against Injection Attacks,” International Conference on Algorithms and   Architectures for Parallel Processing, 2019.  

[9] Baojiang Cui, Xiaodan Yan. “A   Review of Data Management and Protocols for Vehicular Networks,” International   Journal of Web and Grid Services, 2017.

 

  科研项目

依托移动互联网安全技术国家工程实验室,作为项目骨干参与了多项纵向和横向课题的研究。

2017.05-

至今

项目:“十三五”预研专用技术项目 课题(305xxxxxxx2) 已结题

2016.02-2017.1

项目:保留格式加密技术研究与实现   已结题

2016.01-2018.12

国家自然基金联合基金项目:基于动态汇编指令流语义模式归纳的程序恶意行为智能分类识别技术研究(NO.U1536122)  已结题