主要从事互联网信息挖掘与行为分析、算法安全评估、大模型安全、区块链安全与应用等方向，主持或骨干参加国家发改委、科技部支撑计划项目、863 课题、中科院战略先导专项课题、国家部委项目等 20 余项。完成学术论文 30 余篇、学术报告 40 余篇，负责国际标准 2 项、国家标准 3 项。

   

083900-网络空间安全
081202-计算机软件与理论

互联网信息挖掘与行为分析
区块链体系结构与安全
互联网安全评测分析

2020-10~现在, 中国科学院信息工程研究所, 研究员
2015-01~2020-10,中国科学院信息工程研究所, 副研究员
2012-07~2015-01,中国科学院计算机网络信息中心, 助理研究员

2021-03-01-今,科技部“区块链”重点专项指南编制专家,
2020-05-29-今,全国区块链和分布式记账技术标准化委员会，委员,
2019-07-29-今,CCF区块链专委会，委员,

[1] Miaomiao Feng, Wei Mi, Xiaodan Zhang, Baojian Chen, Mingming Huang. A Smart Contract Vulnerability Detection Model Based on Multi-Type Features and Pre-Training Techniques. 2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security Companion (QRS-C)null. 2024, [2] Xu, Yingrui, Liu, Hao, Ge, Jingguo, Zhang, Xiaodan, Hu, Jingyuan, Wu, Yulei, Lv, Honglei, Shi, Hongbin, Zhou, Wei. Mining Weak Relations Between Reviews for Opinion Spam Detection. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING[J]. 2023, 31: 152-162, http://dx.doi.org/10.1109/TASLP.2022.3221008.
[3] 王宇航, 郭涛, 张潇丹, 孟丹, 韩冀中, 周熙. 互联网信息服务内容安全要求及评估框架研究. 信息安全学报[J]. 2022, 7(1): 27-39, http://lib.cqvip.com/Qikan/Article/Detail?id=7106611171.
[4] Wei, Lingwei, Hu, Dou, Zhou, Wei, Tang, Xuehai, Zhang, Xiaodan, Wang, Xin, Han, Jizhong, Hu, Songlin, Hutter, F, Kersting, K, Lijffijt, J, Valera, I. Hierarchical Interaction Networks with Rethinking Mechanism for Document-Level Sentiment Analysis. MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2020, PT IIInull. 2021, 12459: 633-649, [5] 王宇航, 郭涛, 胡静远, 张潇丹, 韩冀中. 互联网信息服务分类方法研究. 信息安全学报（已录用）[J]. 2021, [6] 刘总真, 张潇丹, 郭涛, 葛敬国, 周熙, 王宇航, 陈家玓, 吕红蕾, 林俊宇. 新闻推荐算法可信评价研究. 信息安全学报[J]. 2021, 6(5): 156-168, http://lib.cqvip.com/Qikan/Article/Detail?id=7105832955.
[7] 靳世雄, 张潇丹, 葛敬国, 史洪彬, 孙毅, 李鸣, 林业明, 姚忠将. 区块链共识算法研究综述. 信息安全学报[J]. 2021, 6(2): 85-100, http://lib.cqvip.com/Qikan/Article/Detail?id=7104256775.
[8] Tang Haina. AFT-Anon: A scaling method for online trace anonymization based on anonymous flow tables. IEEE Symposium on Computers and Communications. 2020, [9] Yuan, Chunyuan, Li, Jiacheng, Zhou, Wei, Lu, Yijun, Zhang, Xiaodan, Hu, Songlin. DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction. 2020, http://arxiv.org/abs/2006.05169.
[10] 张潇丹. Communication and Information Systems Security Symposium. 2019 IEEE International Conference on Communications (ICC). 2019, [11] Yao, Zhongjiang, Zhang, Lei, Ge, Jingguo, Wu, Yulei, Zhang, Xiaodan, IEEE. An Invisible Flow Watermarking for Traffic Tracking: A Hidden Markov Model Approach. ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)null. 2019, [12] Yao Zhongjiang, Ge Jingguo, Wu Yulei, Zhang Xiaodan, Li Qiang, Zhang Lei, Zou Zhuang, IEEE. Meek-based Tor Traffic Identification with Hidden Markov Model. IEEE 20TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS / IEEE 16TH INTERNATIONAL CONFERENCE ON SMART CITY / IEEE 4TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS)null. 2018, 335-340, http://dx.doi.org/10.1109/HPCC/SmartCity/DSS.2018.00075.
[13] 姚忠将, 葛敬国, 张潇丹, 郑宏波, 邹壮, 孙焜焜, 许子豪. 流量混淆技术及相应识别、追踪技术研究综述. 软件学报[J]. 2018, 29(10): 3205-3222, http://lib.cqvip.com/Qikan/Article/Detail?id=676655618.
[14] Yao, Zhongjiang, Zhang, Xiaodan, Yuepeng, E, Li, Tong, Ge, Jingguo, Tang, Haina, Chen, J, Yang, LT. Performance Evaluation and Analysis of the Virtual Networks Built by Different Virtual Machine Managers. PROCEEDINGS OF 2016 IEEE 18TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS; IEEE 14TH INTERNATIONAL CONFERENCE ON SMART CITY; IEEE 2ND INTERNATIONAL CONFERENCE ON DATA SCIENCE AND SYSTEMS (HPCC/SMARTCITY/DSS)null. 2016, 1549-1556, http://dx.doi.org/10.1109/HPCC-SmartCity-DSS.2016.151.
[15] 张潇丹. Performance investigation and comparison between virtual networks and physical networks based on an advanced testbed network. IUCC. 2015, [16] Zhang Xiaodan, IEEE. The application-orientated measurement performance evaluation of the end-to-end available bandwidth. PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA)null. 2014, 573-577, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000399140300148.
[17] Lin Gong, Xiaodan Zhang. Study of the Game Theory Analysis and Incentive Mechanism of Inter-organizational Knowledge Sharing in Cooperative R&D. IERI PROCEDIA. 2014, 10: 266-273, http://dx.doi.org/10.1016/j.ieri.2014.09.087.
[18] 张潇丹. 海云创新试验环境测量系统设计与实现. 网络新媒体技术. 2014, [19] 张潇丹. Evaluation on the application-oriented measurement tools for available network bandwidth. WICOM. 2014, [20] 张潇丹. Research on Individuation Task Allocating Based on Team Collaboration. ICTCS. 2014, [21] Zhang Xiaodan. Research on Green Computing Evaluation System and Method. THE 7TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONSnull. 2012, 1177-1182, http://ircnic.ac.cn/handle/311056/2512.