基本信息
张潇丹 女 中国科学院信息工程研究所 研究员 博导
电子邮件： zhangxiaodan@iie.ac.cn
通信地址： 北京市海淀区树村路19号
研究领域
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。
招生信息
招生专业
083900-网络空间安全
081202-计算机软件与理论
081202-计算机软件与理论
招生方向
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
区块链体系结构与安全
互联网安全评测分析
工作经历
工作简历
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
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
社会兼职
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,
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,
专利与奖励
专利成果
[1] 弭伟, 黄明明, 史洪彬, 张潇丹, 张文超. 面向互联网信息服务的分布式前置可信检测方法及系统. 2024105963659, 2024-05-14.
[2] 史洪彬, 张文超, 弭伟, 张潇丹, 黄明明. 链上数字内容失序信息识别方法及系统. 2024105138558, 2024-04-26.
[3] 张潇丹, 石秉康, 刘总真, 吕红蕾, 王仕杰, 胡静远. 预训练掩码语言模型全流程自动纠偏方法、装置及介质. 202311537725.X, 2023-11-17.
[4] 张潇丹, 黄明明, 弭伟, 史洪彬, 胡静远, 陈家玓. 异构区块链数据协同接入和存储方法及系统. 202311382462X, 2023-10-24.
[5] 张潇丹, 史洪彬, 弭伟, 胡静远, 陈家玓. 一种面向异构区块链的信息内容风险检测方法及系统. 2023113824598, 2023-10-24.
[2] 史洪彬, 张文超, 弭伟, 张潇丹, 黄明明. 链上数字内容失序信息识别方法及系统. 2024105138558, 2024-04-26.
[3] 张潇丹, 石秉康, 刘总真, 吕红蕾, 王仕杰, 胡静远. 预训练掩码语言模型全流程自动纠偏方法、装置及介质. 202311537725.X, 2023-11-17.
[4] 张潇丹, 黄明明, 弭伟, 史洪彬, 胡静远, 陈家玓. 异构区块链数据协同接入和存储方法及系统. 202311382462X, 2023-10-24.
[5] 张潇丹, 史洪彬, 弭伟, 胡静远, 陈家玓. 一种面向异构区块链的信息内容风险检测方法及系统. 2023113824598, 2023-10-24.
出版信息
发表论文
[1] 张潇丹, 胡子昂. LLM-driven External Knowledge Integration Network for Rumor Detection. ICIC 2024. 2024, 第 1 作者 通讯作者
[2] 张潇丹, 刘总真. CRDA: Content Risk Drift Assessment of Large Language Models through Adversarial Multi-Agent Interaction. IJCNN 2024. 2024, 第 1 作者 通讯作者
[3] 张潇丹, 石秉康, 吕红蕾. General Phrase Debiaser: Debiasing__Masked Language Models at a Multi-Token Level. ICASSP 2024. 2024, 第 1 作者 通讯作者
[4] 张潇丹. EthGAN: Improving Ethereum Account Classification Accuracy via Data Augmentation. 0. 2024, 第 1 作者
[5] 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). 2023, 第 3 作者
[6] 李国毅, 张潇丹, 吕红蕾. Adversarial Text Generation by Search and Learning. EMNLP 2023. 2023, 第 2 作者 通讯作者
[7] 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, 第 4 作者31: 152-162, http://dx.doi.org/10.1109/TASLP.2022.3221008.
[8] 张潇丹. Translets: Toward Explainable Phishing Fraud Detection in Ethereum. HPCC. 2023, 第 1 作者
[9] 胡子昂, 张潇丹, 王宇航. PEKIN: Prompt-based External Knowledge Integration Network for Rumor Detection on Social Media. PRICAI 2022. 2022, 第 2 作者 通讯作者
[10] 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, 第 3 作者 通讯作者 7(1): 27-39, http://lib.cqvip.com/Qikan/Article/Detail?id=7106611171.
[11] Yuan, Xiaowei, Hu, Jingyuan, Zhang, Xiaodan, Lv, Honglei, Liu, Hao. Emoji-based Co-attention Network for Microblog Sentiment Analysis. ICONIP2021. 2022, 第 3 作者 通讯作者
[12] Yuan, Xiaowei, Hu, Jingyuan, Zhang, Xiaodan, Lv, Honglei. Pay attention to emoji: Feature Fusion Network with EmoGraph2vec Model for Sentiment Analysis. 26TH International Conference on Pattern Recognition. 2022, 第 3 作者 通讯作者
[13] 李国毅, 张潇丹, 吕红蕾. A Heterogeneous Propagation Graph Modelfor Rumor Detection underthe Relationship among Multiple Propagation Subtrees.. ECML-PKDD,2022. 2022, 第 2 作者 通讯作者
[14] 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 III. 2021, 第 5 作者12459: 633-649,
[15] 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, 第 4 作者
[16] 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, 第 2 作者 通讯作者 6(5): 156-168, http://lib.cqvip.com/Qikan/Article/Detail?id=7105832955.
[17] 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, 第 2 作者 通讯作者 6(2): 85-100, http://lib.cqvip.com/Qikan/Article/Detail?id=7104256775.
[18] Wang, Xiaocao, Han, Chunjing, Hu, Jingyuan, Zhang, Xiaodan, Lv, Honglei, Huang, Shaoqin, Shen, W, Barthes, JP, Luo, J, Shi, Y, Zhang, J. Sentiment Evolution in Social Network Based on Joint Pre-training Model. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)[J]. 2021, 第 4 作者 通讯作者 1093-1098,
[19] 韩春静, 张潇丹, 孙焜焜. AFT-Anon: A scaling method for online trace anonymization based on anonymous flow tables. IEEE Symposium on Computers and Communications. 2020, 第 2 作者 通讯作者
[20] 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, 第 5 作者http://arxiv.org/abs/2006.05169.
[21] 张潇丹, 姚忠将. Communication and Information Systems Security Symposium. 2019 IEEE International Conference on Communications (ICC). 2019, 第 1 作者 通讯作者
[22] 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). 2019, 第 5 作者 通讯作者
[23] 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). 2018, 第 11 作者335-340, http://dx.doi.org/10.1109/HPCC/SmartCity/DSS.2018.00075.
[24] 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, 第 3 作者29(10): 3205-3222, http://lib.cqvip.com/Qikan/Article/Detail?id=676655618.
[25] 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). 2016, 第 11 作者1549-1556, http://dx.doi.org/10.1109/HPCC-SmartCity-DSS.2016.151.
[26] 张潇丹. Performance investigation and comparison between virtual networks and physical networks based on an advanced testbed network. IUCC. 2015, 第 1 作者 通讯作者
[27] 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). 2014, 第 1 作者573-577, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000399140300148.
[28] 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, 第 2 作者10: 266-273, http://dx.doi.org/10.1016/j.ieri.2014.09.087.
[29] 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, 第 1 作者
[30] 张潇丹. Evaluation on the application-oriented measurement tools for available network bandwidth. WICOM. 2014, 第 1 作者
[31] 张潇丹. Research on Individuation Task Allocating Based on Team Collaboration. ICTCS. 2014, 第 1 作者
[32] Zhang Xiaodan. Research on Green Computing Evaluation System and Method. THE 7TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS. 2012, 第 1 作者1177-1182, http://ircnic.ac.cn/handle/311056/2512.
[2] 张潇丹, 刘总真. CRDA: Content Risk Drift Assessment of Large Language Models through Adversarial Multi-Agent Interaction. IJCNN 2024. 2024, 第 1 作者 通讯作者
[3] 张潇丹, 石秉康, 吕红蕾. General Phrase Debiaser: Debiasing__Masked Language Models at a Multi-Token Level. ICASSP 2024. 2024, 第 1 作者 通讯作者
[4] 张潇丹. EthGAN: Improving Ethereum Account Classification Accuracy via Data Augmentation. 0. 2024, 第 1 作者
[5] 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). 2023, 第 3 作者
[6] 李国毅, 张潇丹, 吕红蕾. Adversarial Text Generation by Search and Learning. EMNLP 2023. 2023, 第 2 作者 通讯作者
[7] 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, 第 4 作者31: 152-162, http://dx.doi.org/10.1109/TASLP.2022.3221008.
[8] 张潇丹. Translets: Toward Explainable Phishing Fraud Detection in Ethereum. HPCC. 2023, 第 1 作者
[9] 胡子昂, 张潇丹, 王宇航. PEKIN: Prompt-based External Knowledge Integration Network for Rumor Detection on Social Media. PRICAI 2022. 2022, 第 2 作者 通讯作者
[10] 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, 第 3 作者 通讯作者 7(1): 27-39, http://lib.cqvip.com/Qikan/Article/Detail?id=7106611171.
[11] Yuan, Xiaowei, Hu, Jingyuan, Zhang, Xiaodan, Lv, Honglei, Liu, Hao. Emoji-based Co-attention Network for Microblog Sentiment Analysis. ICONIP2021. 2022, 第 3 作者 通讯作者
[12] Yuan, Xiaowei, Hu, Jingyuan, Zhang, Xiaodan, Lv, Honglei. Pay attention to emoji: Feature Fusion Network with EmoGraph2vec Model for Sentiment Analysis. 26TH International Conference on Pattern Recognition. 2022, 第 3 作者 通讯作者
[13] 李国毅, 张潇丹, 吕红蕾. A Heterogeneous Propagation Graph Modelfor Rumor Detection underthe Relationship among Multiple Propagation Subtrees.. ECML-PKDD,2022. 2022, 第 2 作者 通讯作者
[14] 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 III. 2021, 第 5 作者12459: 633-649,
[15] 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, 第 4 作者
[16] 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, 第 2 作者 通讯作者 6(5): 156-168, http://lib.cqvip.com/Qikan/Article/Detail?id=7105832955.
[17] 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, 第 2 作者 通讯作者 6(2): 85-100, http://lib.cqvip.com/Qikan/Article/Detail?id=7104256775.
[18] Wang, Xiaocao, Han, Chunjing, Hu, Jingyuan, Zhang, Xiaodan, Lv, Honglei, Huang, Shaoqin, Shen, W, Barthes, JP, Luo, J, Shi, Y, Zhang, J. Sentiment Evolution in Social Network Based on Joint Pre-training Model. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD)[J]. 2021, 第 4 作者 通讯作者 1093-1098,
[19] 韩春静, 张潇丹, 孙焜焜. AFT-Anon: A scaling method for online trace anonymization based on anonymous flow tables. IEEE Symposium on Computers and Communications. 2020, 第 2 作者 通讯作者
[20] 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, 第 5 作者http://arxiv.org/abs/2006.05169.
[21] 张潇丹, 姚忠将. Communication and Information Systems Security Symposium. 2019 IEEE International Conference on Communications (ICC). 2019, 第 1 作者 通讯作者
[22] 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). 2019, 第 5 作者 通讯作者
[23] 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). 2018, 第 11 作者335-340, http://dx.doi.org/10.1109/HPCC/SmartCity/DSS.2018.00075.
[24] 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, 第 3 作者29(10): 3205-3222, http://lib.cqvip.com/Qikan/Article/Detail?id=676655618.
[25] 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). 2016, 第 11 作者1549-1556, http://dx.doi.org/10.1109/HPCC-SmartCity-DSS.2016.151.
[26] 张潇丹. Performance investigation and comparison between virtual networks and physical networks based on an advanced testbed network. IUCC. 2015, 第 1 作者 通讯作者
[27] 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). 2014, 第 1 作者573-577, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000399140300148.
[28] 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, 第 2 作者10: 266-273, http://dx.doi.org/10.1016/j.ieri.2014.09.087.
[29] 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, 第 1 作者
[30] 张潇丹. Evaluation on the application-oriented measurement tools for available network bandwidth. WICOM. 2014, 第 1 作者
[31] 张潇丹. Research on Individuation Task Allocating Based on Team Collaboration. ICTCS. 2014, 第 1 作者
[32] Zhang Xiaodan. Research on Green Computing Evaluation System and Method. THE 7TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS. 2012, 第 1 作者1177-1182, http://ircnic.ac.cn/handle/311056/2512.