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
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

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
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,

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.

出版信息

发表论文
(1) LLM-driven External Knowledge Integration Network for Rumor Detection, ICIC 2024, 2024, 通讯作者
(2) CRDA: Content Risk Drift Assessment of Large Language Models through Adversarial Multi-Agent Interaction, IJCNN 2024, 2024, 通讯作者
(3) General Phrase Debiaser: Debiasing__Masked Language Models at a Multi-Token Level, ICASSP 2024, 2024, 通讯作者
(4) EthGAN: Improving Ethereum Account Classification Accuracy via Data Augmentation, 0, 2024, 第 1 作者
(5) 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) Adversarial Text Generation by Search and Learning, EMNLP 2023, 2023, 通讯作者
(7) Mining Weak Relations Between Reviews for Opinion Spam Detection, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 第 4 作者
(8) Translets: Toward Explainable Phishing Fraud Detection in Ethereum, HPCC, 2023, 第 1 作者
(9) PEKIN: Prompt-based External Knowledge Integration Network for Rumor Detection on Social Media, PRICAI 2022, 2022, 通讯作者
(10) 互联网信息服务内容安全要求及评估框架研究, Security Requirements and Evaluation Framework for Internet Information Service Content, 信息安全学报, 2022, 通讯作者
(11) Emoji-based Co-attention Network for Microblog Sentiment Analysis, ICONIP2021, 2022, 通讯作者
(12) Pay attention to emoji: Feature Fusion Network with EmoGraph2vec Model for Sentiment Analysis, 26TH International Conference on Pattern Recognition, 2022, 通讯作者
(13) A Heterogeneous Propagation Graph Modelfor Rumor Detection underthe Relationship among Multiple Propagation Subtrees., ECML-PKDD,2022, 2022, 通讯作者
(14) 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
(15) 互联网信息服务分类方法研究, 信息安全学报(已录用), 2021, 第 4 作者
(16) 新闻推荐算法可信评价研究, Trust Evaluation of News Recommendation Algorithms, 信息安全学报, 2021, 通讯作者
(17) 区块链共识算法研究综述, Overview of blockchain consensus algorithm, 信息安全学报, 2021, 通讯作者
(18) 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), 2021, 通讯作者
(19) AFT-Anon: A scaling method for online trace anonymization based on anonymous flow tables, IEEE Symposium on Computers and Communications, 2020, 通讯作者
(20) DyHGCN: A Dynamic Heterogeneous Graph Convolutional Network to Learn Users' Dynamic Preferences for Information Diffusion Prediction, 2020, 第 5 作者
(21) Communication and Information Systems Security Symposium, 2019 IEEE International Conference on Communications (ICC), 2019, 通讯作者
(22) An Invisible Flow Watermarking for Traffic Tracking: A Hidden Markov Model Approach, ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2019, 通讯作者
(23) 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, 通讯作者
(24) 流量混淆技术及相应识别、追踪技术研究综述, Research Review on Traffic Obfuscation and Its Corresponding Identification and Tracking Technologies, 软件学报, 2018, 第 3 作者
(25) 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, 通讯作者
(26) Performance investigation and comparison between virtual networks and physical networks based on an advanced testbed network, IUCC, 2015, 通讯作者
(27) 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, 通讯作者
(28) 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
(29) 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) Evaluation on the application-oriented measurement tools for available network bandwidth, WICOM, 2014, 第 1 作者
(31) Research on Individuation Task Allocating Based on Team Collaboration, ICTCS, 2014, 第 1 作者
(32) Research on Green Computing Evaluation System and Method, THE 7TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, 2012, 第 1 作者