朱添田

个人简介 个人基本情况朱添田，获浙江大学工学博士学位，现任浙江工业大学副教授，博士生导师。致力于大数据分析、人工智能、数据驱动安全、隐私保护、系统安全、移动安全、网络攻防等领域的研究。现已主持/参与国家级基金项目8项、省部级基金项目4项。在国内外权威期刊上发表论文30余篇，论文单篇最高引用量达280余次。招生（长期有效）欢迎各位对探索新事物有浓厚兴趣、善于主动思考总结、愿意倾听并交流的优秀同学加入课题组。主要研究方向1.复杂网络攻击检测与溯源2.全量内核日志管理与分析3.攻防知识图谱构建与应用4.自动化攻防对抗5.生成式人工智能安全6.移动用户隐式认证 科研成果 主要论文论著Jie Ying, Tiantian Zhu*, Qiang Liu, Chunlin Xiong, Zhengqiu Weng, Tieming Chen, Lei Fu, Mingqi Lv, Han Wu, Ting Wang, Yan Chen. TRAPCOG: An Anti-noise, Transferable, and Privacy-preserving Real-time Mobile User Authentication System with High Accuracy[J]. IEEE Transactions on Mobile Computing, 2023. (CCF A类)Tiantian Zhu, Jinkai Yu, Chunlin Xiong, Wenrui Cheng, Qixuan Yuan, Jie Ying, Tieming Chen*, Jiabo Zhang, Mingqi Lv, Yan Chen, Ting Wang, Yuan Fan. APTSHIELD: A Stable, Efficient and Real-time APT Detection System for Linux Hosts[J]. IEEE Transactions on Dependable and Secure Computing, 2023.  (CCF A类)Tiantian Zhu, Jiayu Wang, Linqi Ruan, Chunlin Xiong, Jinkai Yu, Yaosheng Li, Yan Chen, Mingqi Lv, Tieming Chen*, General, Efficient, and Real-time Data Compaction Strategy for APT Forensic Analysis[J]. IEEE Transactions on Information Forensics & Security, 16, 3312-3325, 2021. (CCF A类)Tiantian Zhu, Lei Fu*, Qiang Liu, Zi Lin, Yan Chen*, Tieming Chen. One Cycle Attack: Fool Sensor-based Personal Gait Authentication with Clustering[J], IEEE Transactions on Information Forensics & Security, 16, 553-568, 2020. (CCF A类)Tiantian Zhu, Zhengqiu Weng, Qijie Song, Yuan Chen, Qiang Liu, Yan Chen, Tieming Chen*, ESPIALCOG: General, Efficient and Robust Mobile User Implicit Authentication in Noisy Environment[J], IEEE Transactions on Mobile Computing, 21(2), 555-572, 2022. (CCF A类)Tiantian Zhu*, Zhengyang Qu, Haitao Xu, Jingsi Zhang, Zhengyue Shao, Yan Chen, Sandeep Prabhakar, Jianfeng Yang, RiskCog: Unobtrusive Real-time User Authentication on Mobile Devices in the Wild[J], IEEE Transactions on Mobile Computing, 19(2), 466-483, 2019. (CCF A类)Tiantian Zhu, Hongyu Gao, Yi Yang, Kai Bu*, Yan Chen, Doug Downey, Kathy Lee, Alok N. Choudhary, Beating the Artificial Chaos: Fighting OSN Spam using Its Own Templates[J], IEEE/ACM Transactions on Networking, 24(4), 3856-3869, 2016. (CCF A类)Tieming Chen, Chengyu Dong, Mingqi Lv*, Qijie Song, Haiwen Liu, Tiantian Zhu, Kang Xu, Ling Chen, Shouling Ji. APT-KGL: An Intelligent APT Detection System Based on Threat Knowledge and Heterogeneous Provenance Graph Learning[J]. IEEE Transactions on Dependable and Secure Computing, 2022. (CCF A类)Chunlin Xiong, Tiantian Zhu, Weihao Dong, Linqi Ruan, Runqing Yang, Yan Chen, Yueqiang Cheng*, Shuai Chen, Xutong Chen. CONAN: A Practical Real-time APT Detection System with High Accuracy and Efficiency[J]. IEEE Transactions on Dependable and Secure Computing, 2020. (CCF A类)Zhenyuan Li, Qi Alfred Chen, Chunlin Xiong, Yan Chen*, Tiantian Zhu, Hai Yang, Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts[C], ACM Conference on Computer and Communications Security, 2019. (CCF A类)Zhengyang Qu, Vaibhav Rastogi, Xinyi Zhang, Yan Chen*, Tiantian Zhu, Zhong Chen, AutoCog: Measuring the Description-to-permission Fidelity in Android Applications[C], ACM Conference on Computer and Communications Security, 2014. (CCF A类)Tieming Chen, Chenbin Zheng, Tiantian Zhu*, Chunlin Xiong, Jie Ying, Qixuan Yuan, Wenrui Cheng, Mingqi Lv. System-Level Data Management for Endpoint Advanced Persistent Threat Detection: Issues, Challenges and Trends[J]. Computers & Security, 2023. (CCF B类)Tieming Chen, Huan Zeng, Mingqi Lv*, Tiantian Zhu. CTIMD: Cyber Threat Intelligence Enhanced Malware Detection Using API Call Sequences with Parameters[J]. Computers & Security, 2023. (CCF B类)Mingqi Lv, Zhaoxiong Hong, Ling Chen, Tieming Chen*, Tiantian Zhu, Shouling Ji. Temporal multi-graph convolutional network for traffic flow prediction[J]. IEEE Transactions on Intelligent Transportation Systems, 2021. (CCF B类)Lei Fu, Ke Yan, Tiantian Zhu*. PowerCog: A Practical Method for Recognizing Power Quality Disturbances Accurately in a Noisy Environment[J]. IEEE Transactions on Industrial Informatics, 2021.Lei Fu, Ke Yan, Yikun Zhang, Ruien Chen, Zepeng Ma, Fang Xu, Tiantian Zhu*. EdgeCog: A Real-Time Bearing Fault Diagnosis System Based on Lightweight Edge Computing[J]. IEEE Transactions on Instrumentation and Measurement, 2023.  科研项目 主要研究项目基于多粒度弱监督学习的APT攻击智能检测方法，国家自然科学基金面上项目，2024.01-2027.12，参与基于多信息源融合的复杂网络攻击检测、分析和追踪方法及关键技术，国家自然科学基金联合重点项目，2023.01-2026.12，参与面向APT智能检测的攻击链数据建模与分析关键技术研究，国家自然科学基金青年项目，2021.01-2023.12，主持面向高级网络攻击的样本增强及智能分析方法研究，浙江省自然科学基金探索项目，2021.01-2023.12，主持安全生产区块链关键技术研究及应用-能源安全生产区块链关键技术研究及应用平台研制，浙江省科技计划重点研发项目，2021.01-2023.12，参与面向APT网络攻击链的智能检测与溯源方法及关键技术研究，国家自然科学基金联合重点项目，2020.01-2023.12，参与工业互联网网络安全公共服务，工信部科技项目，2019.01-2020.12，参与 教学与课程 讲授课程1.《国家安全教育》，本科生2.《信息安全基础》，本科生3.《网络攻防技术》，本科生4.《网络攻防》，研究生出版教材1.《Web应用安全与防护》，电子工业出版社，ISBN：9787121432316，第一主编2.《数据安全》，电子工业出版社，ISBN：9787121409776，第一副主编   育人成果 指导竞赛获奖1. 第十六届全国大学生信息安全竞赛三等奖，20232. “华为杯”第二届中国研究生网络安全创新大赛二等奖，20233.“西湖科创杯”第八届中国研究生智慧城市技术与创意设计大赛二等奖，20234. 第十五届全国大学生信息安全竞赛优胜奖，2022 社会服务 社会兼职1. 浙江省计算机学会信息安全专委会秘书长2. 浙江省数字经济学会网络安全委员会秘书长3. 宁波市计算机学会专家工作委员会委员