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个人简介

曾剑平,2006年获厦门大学博士学位,现为复旦大学计算机科学技术学院副教授、硕士生导师。1999年至2003年期间曾供职于软件公司,担任工程师、总工程师,2004年由国家人事部和信息产业部认定为计算机软件高级系统分析师。 目前担任IJNS(信息安全、EI源刊)、JETWI(Web智能)、《计算机工程与应用》、《 计算机工程》等多个国内外知名学术期刊的编委。担任World Wide Web Journal、Knowledge-based Systems、IEEE SMC、IEEE TKDE、Expert Systems With Applications、计算机科学、小型微型计算机系统等多个国内外学术期刊的审稿专家。担任IEEE ASID,ICAIMS等多个国际会议的PC Member。担任NSFC网络与信息安全同行评审专家、上海市浦东新区科学技术委员会专家。1999年至2003年在软件公司工作期间,在企业信息化方面做了大量工作,带领团队完成了多项创新研究应用开发项目,并在全国多个省市得到推广应用。并以第一完成人获得国家邮政局科学技术奖、福建省邮政局科学技术奖及厦门市技术革新与发明成果奖,以第四完成人获得福建省科学技术奖。 近年来,申请专利13项,其中9项为授权发明专利(第一发明人),获得1项软件著作权(第一完成人)。主持国家自然科学基金面上项目、上海市自然科学基金项目、教育部课题,作为技术骨干参与国家重点研发计划、国家信息化专家咨询委员会、教育部、国家保密局、上海科委以及企业合作等30多个项目的研究设计。在大数据安全、人工智能安全、网络舆情、社交媒体分析等相关技术、理论和应用方面做了大量深入的研究。作为第一作者和通讯作者发表论文80多篇,有10多篇是在国际著名学术期刊上,其中包括IEEE TIFS、Computers & Security、SCN等信息安全老牌期刊、以及Knowledge-based Systems等人工智能著名期刊。根据Google Scholar统计,个人H-index=17。2017年出版《互联网大数据处理技术与应用》、2020年出版《Python爬虫大数据采集与挖掘》专著,并被哈工大、中科院大学等多所高校选作教材。

研究领域

大数据安全、人工智能安全、社交媒体分析及应用、主动防御技术 目前重点关注: 大数据安全理论与技术研究,主要针对大数据解决传统安全问题、以及社交媒体舆情安全等 机器学习安全理论与技术研究:侧重于分类、聚类模型和算法方面的安全 互联网股票信息的大数据挖掘:涉及网络爬虫相关技术、信息抽取、社交网络、情感分析等 口令大数据安全分析及应用:着重于攻防与智能的角度

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Yang Xiao, Jianping Zeng*. Dynamically Generate Password Policy via Zipf Distribution. IEEE Transactions on Information Forensics and Security, 2022,17:835-848. DOI:10.1109/TIFS.2022.3152357.(CCF A) Wanda Li, Jianping Zeng*. Leet Usage and Its Effect on Password Security. IEEE Transactions on Information Forensics and Security, 2021, 16: 2130 – 2143. DOI: 10.1109/TIFS.2021.3050066 (CCF A) Zhanwei Cui, Jianping Zeng*, Chengrong Wu. A Layer-Crossing, Multi-factor and Dynamic Security Model over Moving Target Defense. International Journal of Information and Computer Security, 2021, 16(1/2):150-169 (CCF C) Shuang Wu, Congyi Wang, Jianping Zeng*, Chengrong Wu. Vulnerability Time Series Prediction Based on Multivariable LSTM. Proceedings of the International Conference on Anti-Counterfeiting, Security and Identification, ASID, 2020,185-190, October 30, 2020. Congyi Wang, Jianping Zeng*, Chengrong Wu. Generating Fluent Chinese Adversarial Examples for Sentiment Classification. Proceedings of the International Conference on Anti-Counterfeiting, Security and Identification, ASID, 2020,149-154, October 30, 2020. 廖含月, 曾剑平(通讯作者), 吴承荣. 一种多模型集成的网络论坛流量预测模型. 计算机工程, 2020, 46 (12): 60-66,72. Jiangjiao Duan, Banghui Luo, Jianping Zeng*. Semi-supervised Learning with Generative Model for Sentiment Classification of Stock Messages. Expert Systems With Applications, 2020,158,15, Article No.113540. (CCF C) Jianping Zeng, Shuang Wu, Yanyu Chen, Rui Zeng, Chengrong Wu. Survey of Attack Graph Analysis Methods from the Perspective of Data and Knowledge Processing. Security and Communication Networks, 2019,2031063:1-16. (CCF C) J Zeng, J Duan, C Wu. Empirical Study on Lexical Sentiment in Passwords from Chinese Websites. Computers & Security,2019, 80(1): 200-210. (CCF B) 曾剑平, 陈其乐, 吴承荣, 方熙. 中文语境下的口令分析方法. 计算机应用, 2019,39 (6): 1713-1718. Shuang Wu,Jianping Zeng*,Zewen Zhang. A Scheme of Privacy Protection based on Genetic Algorithm for Behavior Pattern of Social Media Users. IEEE International Conference on Anti-counterfeiting, Security, and Identification (ASID), 2017,40-44. S Zhang, J Zeng*, Z Zhang.Password guessing time based on guessing entropy and long-tailed password distribution in the large-scale password dataset. 2017 11th IEEE ASID, 2017.10. 张泽文,张 硕,曾剑平(通讯作者). 社交媒体用户行为的时间模式隐私攻击方法. 计算机工程与应用,2017,53 (17): 14-19. 段江娇, 刘红忠, 曾剑平. 中国股票网络论坛的信息含量分析. 金融研究 2017, 10, 178-192 曾剑平, 刘华. 一种基于聚集系数的人名识别方法. 计算机工程,2016, 42 (7): 203-208 B Luo, J Zeng*, J Duan. Emotion space model for classifying opinions in stock message board. Expert Systems with Applications, 2016, 44:138-146 罗邦慧, 曾剑平, 段江娇, 吴承荣. 基于情感模型的文本意见分类方法. 计算机工程 2015, 41 (5):175-179 Z Cui, J Zeng, C Wu, S Zhang. Design and implementation of a new database security model based on hopping mechanism. 2015 IEEE ASID 张一舟, 曾剑平, 孙婧, 熊赟. OMisy: 一个面向股吧数据的观点挖掘系统. 计算机研究与发展,2015 Banghui Luo, Jianping Zeng, Jiangjiao Duan, Chengrong Wu. Research on the Effect of Emotion on Text Opinion Classification. Computer Engineering (in Chinese), 2014. Jiangjiao Duan, Jianping Zeng, Banghui Luo. Identification of Opinion Leaders Based on User Clustering and Sentiment Analysis. In Proceeding of WI, 2014.8. (CCF B) Jianping Zeng, Jiangjiao Duan, and Chengrong Wu, Adaptive Topic Modeling for Detection Objectionable Text. WI, 2013.11. (Regular paper, acceptance rate 25%) (CCF B) Jiangjiao Duan, Jianping Zeng. Web objectionable text content detection using topic modeling technique. Expert Systems with Applications, 2013,40(15):6094-6104. (CCF C) Jiangjiao Duan, Hongzhong Liu, Jianping Zeng. Posterior probability model for stock return prediction based on analyst’s recommendation behavior. Knowledge-Based Systems. 2013, 50: 151-158. (CCF C) Jiangjiao Duan, Jianping Zeng. Mining Opinion and Sentiment for Stock Return Prediction Based on Web-Forum Messages. International Conference on FSKD, 2013.7. Zhen Jiang, Jianping Zeng, Shiyong Zhang. Inter-training: Exploiting unlabeled data in multi-classifier systems. Knowledge-Based Systems, 2013, 45: 8-19. (CCF C) Jiangjiao Duan, Jianping Zeng. Computing Semantic Relatedness Based on Search Result Analysis. WI 2012. Zhen Jiang, Shiyong Zhang, Jianping Zeng. A hybrid generative/discriminative method for semi-supervised classification. Knowledge-Based Systems, 2013, 37:137-145. (CCF C) Jianping Zeng, Jiangjiao Duan, Wenjun Cao, Chengrong Wu. Topics modeling based on selective Zipf distribution. Expert Systems with Applications, 2012, 39(7):6541-6546. (CCF C) Jiangjiao Duan, Jianping Zeng, Shiyong Zhang. Hierarchical Semantic Model for Objectionable Web Text Content Detection. International Conference on Anti-counterfeiting, Security, and Identification, ASID 2012.8. Jianping Zeng, Jiangjiao Duan, Chengrong Wu. Topic Discovery Based on Dual EM Merging. IEEE International Conference on Intelligence and Security Informatics (IEEE ISI), 2011, 7. Jiangjiao Duan, Hongzhong Liu, Jianping Zeng. Research on China stock return distribution based on aggregate transformation. International Conference on E-Business and E-Government (ICEE), 2011. Jianping Zeng, Chengrong Wu, Linghui Gong. Algorithm of Dynamic Maintains of Index Library for Distributed Search Engine. Journal of Shandong University (Natural Science, SEWM 2011, in Chinese), 2011, 46(5): 24-27. Jianping Zeng, Jiangjiao Duan, Wei Wang, Chengrong Wu. Semantic Multi-Grain Mixture Topic Model for Text Analysis. Expert Systems With Applications, 2011, 38(4): 3574-3579. (CCF C) Jianping Zeng, Jiangjiao Duan. [Book Chapter] Analyzing and Modeling User Activity for Web Interactions, In: Handbook of Human Factors in Web Design: Second Edition, Kim Vu and Robert Proctor (Eds.). CRC press, 2011. 4. Linghui Gong, Jianping Zeng†, Shiyong Zhang. Text Stream Clustering Algorithm Based on Adaptive Feature Selection. Expert Systems With Applications, 2011, 38(3): 1393-1399. (CCF C) Wensong Fan, Jianping Zeng, Shiyong Zhang. FARIMA Model and λ-ARMA Model for the Self-similar WEB Forum. Computer Engineering (in Chinese), 2011, 37(6): 260-262. 2010. Jue Wang, Jianping Zeng†, Baohua Zhou, Chengrong Wu. Identifying Forum Opinion Leaders Based on Clustering Analysis. Computer Engineering (in Chinese), 2011, 37 (5): 44-46,49. Chengrong Wu, Qinqin Wang, Jianping Zeng, Songnian Li. Modeling the Emergence on Dynamic Peer to Peer Network. ASID (2010 International Conference on Anti-Counterfeiting, Security and Identification), 2010. 355-358. Xiangwen Ji, Jianping Zeng†, Shiyong Zhang, Chengrong Wu. Tag Tree Template for Web Information and Schema Extraction. Expert Systems With Applications, 2010,37(12): 8492-8498. (CCF C) Chengrong Wu, Linghui Gong, Jianping Zeng. Multi-document Chinese Name Disambiguation Based on Latent Semantic Analysis. FSKD 2010. Jianping Zeng, Chengrong Wu, Wei Wang. Multi-Grain Hierarchical Topic Extraction Algorithm for Text Mining. Expert Systems With Applications, 2010, 37(4):3202-3208. (CCF C) Jianping Zeng, Jiangjiao Duan, Chengrong Wu. A New Distance Measure for Hidden Markov Models. Expert Systems With Applications, 2010, 37(2):1550-1555. (CCF C) Qinqin Wang, Qingsong he, Jianping Zeng, Songnian Li. A System Survivability Policy Based on Service Adaption. Computer application and software, 2010, 27(8): 226-228 (in Chinese) Jianping Zeng, Linghui Gong, Qinqin Wang, Chengrong Wu. Hierarchical Clustering for Topic Analysis Based on Variable Feature Selection. In proceedings of FSKD 2009, 477-481. Jiangjiao Duan, Jianping Zeng, Dongzhan Zhang. A Method for Determination on HMM Distance Threshold. In proceedings of FSKD 2009, 387-391. Jianping Zeng, Shiyong Zhang. Incorporating Topic Transition in Topic Detection and Tracking Algorithms. Expert Systems With Applications, 2009, 36(1): 227-232. Jianping Zeng, Shiyong Zhang, Chenrong Wu, Xiangwen Ji. Modelling the Topic Propagation over the Internet. Mathematical and Computer Modelling of Dynamical Systems, 2009, 15(1):83-93. Jianping Zeng, Donghui Guo. Agent-based Intrusion Detection for Network-based Application. International Journal of Network Security, 2009, 8(2):187-196. Jiangjiao Duan, Wei Wang, Jianping Zeng, Baile Shi. A Prediction Algorithm for Time Series Based on Adaptive Model Selection. Expert Systems With Applications, 2009, 36(2): 1308-1314. Jianping Zeng, Shiyong Zhang. Self-similarity and Modeling of Web-based Forum. Computer Engineering, 2009,35(6):63-66. (in Chinese) Wei Wang, Jianping Zeng,Chengrong Wu, and Shiyong Zhang. A Framework for Network Topic Analysis Based on Search Engine. Computer Engineering, 2009, 35(3):257-260. (in Chinese) Hansheng Chen, Jianping Zeng, Shiyong Zhang. A Position Information-based Web Page Segmentation Method. Computer Application and Software, 2009, 26(7): 155-159 (in Chinese) Jianping Zeng, Shiyong Zhang, Chengrong Wu. A Framework for WWW User Activity Analysis Based on User Interest. Knowledge-based Systems, 2008, 21(8):905-910. Jianping Zeng, Shiyong Zhang. Approach to Model WEB Activity Based on Phase Transition Theory, ISKE 2008. Jianping Zeng, Donghui Guo. Masquerade Detection Algorithm Based on Interval Type-2 Fuzzy Set. ACTA ELECTRONICA SINICA, 2008, 36(4):777-780. (in Chinese) Jianping Zeng, Shiyong Zhang. Variable Space Hidden Markov Model for Topic Detection and Analysis. Knowledge-based Systems, 2007, 20(7): 607-613. Jianping Zeng, Donghui Guo. Markov Graph Model Computation and Its Application to Intrusion Detection. Journal of Donghua University, 2007, 24(2):272-275.. Yi Chen, Jianping Zeng, Xiaochao Li, Donghui Guo. Research on EDA Engineering Modeling and Its Management Method. Modern Electronic Technology, 2007, 13: 105-109. (in Chinese) Jianping Zeng, Shiyong Zhang, Chengrong Wu, Jianfeng Xie. Predictive Model for Internet Public Opinion. In Proceedings of Fuzzy System and Knowledge Discovery, FSKD 2007. Jianping Zeng, Donghui Guo. Method for Masquerade Intrusion Detection Based on HMM and Genetic Algorithm. Journal of Chinese Computer system, 2007, 28(7):1210-1215. (in Chinese) Jianping Zeng, Shiyong Zhang. Constructing Intelligent Search Engine for Shanghai EXPO. Information Forum of Shanghai EXPO, 2007. (in Chinese) Jianping Zeng, Donghui Guo. A New Clustering Algorithm for Time Series Analysis. In Proceedings of International Conference on Intelligent Computing, ICIC 2006.. Jianping Zeng, Donghui Guo. Research on Access Control Mechanism Based on Certification Fuzzy Computation. Computer Engineering,2006,32(6):148-150+153. (in Chinese) Jianping Zeng, Donghui Guo. Security Issue under X-window Application Systems in Internet and Its Solutions. Computer Engineering, 2005,31(15):22-23+29.. (in Chinese) Jianping Zeng, Donghui Guo. Research on Audit Mechanism for Supporting Computer Forensic. Computer Engineering,2005,31(24):30-33. (in Chinese) Jianping Zeng, Donghui Guo. Agent-based Intrusion Detection System for Integration. In Proceedings of International Conference on Enterprise Information System, ICEIS 2005. Jianping Zeng, Donghui Guo. A Prototype of WEB-based Middleware System for EDA Tools Sharing. In Proceedings of International Conference on Computer Supported Corporative Work in Design, CSCWD 2004, (2):622-626. Jianping Zeng. VoiceXML and Its Application Integration Model, Proceeding of Xiamen Science and Technology Association, 2003. (in Chinese)

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