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陈锦富
发布日期:2023-06-02   浏览次数:
 

教师姓名:

陈锦富

职务职称:

副院长、教授、博导

所属系部:

网络空间安全系

研究方向:

软件测试、可信软件

联系电话:

QQ:28106667

电子邮箱:

jinfuchen@ujs.edu.cn

个人简介

陈锦富,博士,教授,博士生导师,江苏大学计算机学院副院长,网络空间安全一级学科带头人,国家级一流专业建设点信息安全专业负责人。2009年6月硕博连读毕业于华中科技大学计算机软件与理论专业,获工学博士学位。国家自然科学基金通信评议专家,科技部、江苏省科技厅、江西省科技厅、湖南省科技厅等科技项目评审专家,江苏省信息化项目建设咨询专家。曾担任多个国际会议如QRS、ICA3PP、NOPE、ICCIA等程序委员会委员(主席),ACM、IEEE会员,中国计算机学会高级会员,中国计算机学会软件工程专业委员会委员,中国计算机学会容错计算专业委员会委员、江苏省网络空间安全学会理事。江苏省“333工程”中青年科学技术带头人、江苏省“青蓝工程”中青年学术带头人、江苏省六大高峰人才、江苏大学青年学术带头人。获批2012年国家公派访问学者资助项目,在澳大利亚斯文本科技大学T. Y. Chen教授课题组交流访问一年。主持国家某部委重点项目、国家重点研发计划子课题及国家自然科学基金面上项目等国家及省部级课题20余项,承担企业系统开发项目4项。在相关领域国内外权威期刊及会议(如IEEE Trans、JSS、IST、Information Sciences、ICSE、ASE、ISSTA、ISSRE及中国科科学、计算机学报等)发表高质量论文60余篇。此外,申请国家发明专利20余项,获批软件著作权18项,多项研究成果已有初步应用和转化。长期从事软件系统安全测评与软件漏洞挖掘相关研究工作,研发了一套基于漏洞特征和漏洞模型的软件漏洞综合检测系统,已应用于相关领域信息系统的安全性测试及保障。研究成果“基于数据挖掘和变异测试的构件漏洞检测技术”获2019年行业协会科学技术二等奖。

教学上,获江苏省教学成果奖二等奖1项,省级一流课程1门,校级一流课程2门,主持教育部产学研协同育人项目3项,多次获评江苏大学优秀教师。指导学生获江苏省本科优秀毕业设计二等奖1项及中国大学生计算机设计大赛、全国大学生信息安全竞赛、全国大学生软件测试大赛等国家级赛事一等奖及二等奖10余项。

主要研究兴趣为软件系统安全和可信计算,包含软件安全性测试、智能软件安全及软件开发和测试、基于自适应随机技术的面向对象软件测试、复杂环境下构件软件安全性测试及软件安全漏洞检测等。欢迎报考计算机科学与技术、计算机技术、软件工程及网络空间安全的博士(后)和硕士生联系和咨询!也欢迎优秀的本科生联系进入项目组实习!

教研成果

荣誉&奖项

江苏省“333工程”中青年科学技术带头人

江苏省“青蓝工程”中青年学术带头人

江苏省六大人才高峰人才

江苏大学青年学术带头人

中国商业联合会科学技术进步奖 二等奖,2019年

江苏省教学成果奖 二等奖,2021年

江苏省一流课程 负责人,2021年

江苏大学优秀教师,2016年、2018年

江苏大学优秀学业导师,2019年、2021年

江苏省研究生实践大赛优秀指导教师 (江苏省学位委员会办公室)

江苏省网络空间安全学会 理事

中国计算机学会软件工程专业委员会委员

中国计算机学会容错计算专业委员会委员

国际会议2019 4th IEEE International Conference on Computational Intelligence and Applications (ICCIA 2019) 程序委员会主席

国际会议IEEE International Conference on Software Quality, Reliability and Security(QRS 2018-2021) 程序委员会委员

国际会议ICA3PP、NOPE等程序委员会委员

指导学生获江苏省优秀本科毕业设计二等奖

指导学生获第15届中国大学生计算机设计大赛全国一等奖

全国大学生信息安全竞赛作品赛决赛特邀评审专家

江苏省大学生计算机设计大赛执行委员会委员

指导诸多研究生获国家奖学金、校长奖学金、江苏大学优秀毕业生等称号

已培养博士毕业研究生5名,硕士毕业生23名


部分科研项目

[1] 国家自然科学基金面上项目,62172194,面向软件漏洞挖掘的智能化Fuzzing测试方法研究,主持,2022/01-2025/12;

[2] 国家自然科学基金联合基金项目,U1836116,网络流量中基于数据控制流的漏洞利用程序检测方法研究,主持,2019/01-2021/12;

[3] “十三五”部委预研基金,6140***502,物联网软件链漏洞***技术研究,主持,2019/01-2020/12;

[4] 部委预研领域基金,6140***116,基于缺陷预测的******方法研究,主持,2021/01-2021/12;

[5] 国家级重点项目课题,漏洞挖掘****测试技术研究,主持,2017/1—2019/6;

[6] 国家自然科学基金青年基金,61202110,基于数据挖掘的第三方构件安全性测试方法研究,主持,2013/01-2015/12;

[7] 国家重点研发计划项目,2020YF***05500,“以链治链”的****与关键技术研究,任务主持, 2020/11-2023/10;

[8] 江苏省前沿引领技术基础重大项目,2020JSQYZ001,人机物深度融合高可信网构软件技术、理论与方法,主要参与,2020/01-2024/12;

[9] 教育部博士点基金,20103227120005,基于化学抽象机的第三方构件隐式安全漏洞测试方法研究,主持,2011/0-2013/012;

[10] 江苏省自然科学基金,BK2012284,基于变异测试的COTS构件软件安全性测试方法, 主持,2012/07-2015/06;

[11] 中国博士后基金面上项目,2015M571687,面向对象软件中测试输入差异性度量及ART算法研究,主持,2016/07-2019/06;

[12] 江苏省六大人才高峰资助项目,项目号:XYDXXJS-016,基于自适应随机测试技术的软件测试方法及测试平台研发,主持,2017/01-2019/12


近年来发表的部分学术论文(*为通讯作者)

[1] Jinfu Chen, Tianxiang Lv, Saihua Cai*, et al. A novel detection model for abnormal network traffic based on bidirectional temporal convolutional network. Information and Software Technology, 2023, 157:107166.(SCI,CCF B类期刊)

[2] Jinfu Chen, Jingyi Chen, Saihua Cai*, et al. A Novel Combinatorial Testing Approach with Fuzzing Strategy. Journal of Software: Evolution and Process, 2023, e2537:1-17.(SCI,CCF B类期刊)

[3] Saihua Cai, Jinfu Chen*, Haibo Chen, et al. Minimal rare pattern-based outlier detection approach for uncertain data streams under monotonic constraints. The Computer Journal, 2023, 66(1):16-34.(SCI,CCF B类期刊)

[4] Richard Amankwah, Jinfu Chen*, Heping Song, et al. Bug detection in Java code: An extensive evaluation of static analysis tools using Juliet Test Suites. Software: Practice and Experience, 53(5): 1125-1143 (2023)(SCI,CCF B类期刊)

[5] Jinfu Chen, Chi Zhang, Saihua Cai, Lin Zhang, Liang Ma. A memory-related vulnerability detection approach based on vulnerability model with Petri Net. J. Log. Algebraic Methods Program, 132: 100859 (2023) (SCI,CCF C类期刊)

[6] Jinfu Chen, Yuechao Gu, Saihua Cai*, Jingyi Chen, Haibo Chen. A Novel Test Case Prioritization Approach for Black-box testing based on K-medoids Clustering. Journal of Software: Evolution and Process, 2023, e2565:1-17.(SCI,CCF B类期刊).

[7] Jinfu Chen, Shengran Wang, Saihua Cai, et al. A Novel Coverage-gudied Greybox Fuzzing based on Power Schedule Optimization with Time Complexity. The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE 2022), 10-14 October 2022 Oakland Center, Michigan, United States.(CCF A类会议)

[8] Haibo Chen, Jinfu Chen*. Coverage-based Greybox Fuzzing with Pointer Monitoring for C Programs. The 37th IEEE/ACM International Conference on Automated Software Engineering, 10-14 October 2022 Oakland Center, Michigan, United States.(CCF A类会议)

[9] Jinfu Chen, Chi Zhang, Saihua Cai, Zufa Zhang, Lu Liu, Longxia Huang: Malware recognition approach based on self-similarity and an improved clustering algorithm. IET Software,16(5): 527-541 (2022) (SCI,CCF-B类期刊)

[10] Jinfu Chen, Xiaoli Wang, Saihua Cai, Jiaping Xu, Jingyi Chen, Haibo Chen: A software defect prediction method with metric compensation based on feature selection and transfer learning. Frontiers Inf. Technol. Electron. Eng. 23(5): 715-731 (2022) (SCI,T1级)

[11] Jinfu Chen, Haibo Chen, Yuchi Guo, Minmin Zhou, Rubing Huang, Chengying Mao. A Novel Test Case Generation Approach for Adaptive Random Testing of Object-Oriented Software Using K-means Clustering Technique. IEEE Transactions on Emerging Topic in Computational Intelligence, 6(4): 969-981 2022. (SCI, JCR一区)

[12] Saihua Cai, Li Li, Jinfu Chen, Kaiyi Zhao, Gang Yuan, Ruizhi Sun, Rexford Nii Ayitey Sosu, Longxia Huang:MWFP-outlier: Maximal weighted frequent-pattern-based approach for detecting outliers from uncertain weighted data streams. Information Sciences, 591: 195-225 (2022) (SCI,CCF-B类期刊, JCR一区)

[13] Chi Zhang, Jinfu Chen*. Fuzzing Methods Recommendation Based on Feature Vectors. The IEEE/ACM International Conference on Automated Software Engineering (ASE 2021), Sun 14 - Sat 20 November 2021 Australia.(CCF A类会议

[14] Patrick Kwaku Kudjo, Jinfu Chen*. A cost-effective strategy for software vulnerability prediction based on bellwether analysis. 28th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2019), China, Beijing, July 2019: 424-427.(CCF A类会议

[15] Patrick Kwaku Kudjo, Jinfu Chen*, Selasie Brown Aformaley, Solomon Mensah. The Effect of Weighted Moving Windows on Security Vulnerability Prediction. The IEEE/ACM International Conference on Automated Software Engineering (ASE 2019) Workshops, 2019: 65-68.(CCF A类会议

[16] Hilary Ackah-Arthur, Jinfu Chen*, Dave Towey, Michael Omari, Jiaxiang Xi, Rubing Huang. One-Domain-One-Input: Adaptive Random Testing by Orthogonal Recursive Bisection with Restriction. IEEE Transactions on Reliability, 2019, 68(4):1404-1428.(SCI,JCR一区)

[17] Jinfu Chen, Fei-Ching Kuo, Tsong Yueh Chen, Dave Towey, Chenfei Su, Rubing Huang. A Similarity Metric for the Inputs of OO Programs and Its Application in Adaptive Random Testing. IEEE Transactions on Reliability , 2017, 66(2):373-402. (SCI,JCR一区)

[18] Saihua Cai, Jinfu Chen*, Haibo Chen, Chi Zhang, Qian Li, Rexford Nii Ayitey Sosu, Shang Yin: An efficient anomaly detection method for uncertain data based on minimal rare patterns with the consideration of anti-monotonic constraints. Information Sciences, 2021, 580: 620-642 .(SCI,CCF-B类期刊, JCR一区)

[19] Saihua Cai, Rubing Huang, Jinfu Chen*, Chi Zhang, Bo Liu, Shang Yin, Ye Geng. An efficient outlier detection method for data streams based on closed frequent patterns by considering anti-monotonic constraints. Information Sciences, 2021, 555:125-146.(SCI,CCF-B类期刊, JCR一区)

[20] Saihua Cai, Jinfu Chen*, Haibo Chen, Chi Zhang, Qian Li, Dengzhou Shi, Wei Lin. Minimal Rare Pattern-Based Outlier Detection Approach For Uncertain Data Streams Under Monotonic Constraints. The Computer Journal, DOI: https://doi.org/10.1093/comjnl/bxab139. (SCI,CCF-B类期刊)

[21] Jinfu Chen, Patrick Kwaku Kudjo, Solomon Mensah, Selasie Aformaley Brown, George Akorfu. An automatic software vulnerability classification framework using term frequency-inverse gravity moment and feature selection. Journal of Systems and Software, 2020, 167:1-20.(CCF B类期刊, JCR一区)

[22] Jinfu Chen, Lili Zhu, Tsong Yueh Chen, Dave Towey, Fei-Ching Kuo, Rubing Huang, Yuchi Guo. Test case prioritization for object-oriented software: An adaptive random sequence approach based on clustering. Journal of Systems and Software, Volume 135, 2018, Pages 107-125. (SCI, CCF-B类期刊,JCR一区).

[23] Jinfu Chen, Jinyi Chen, Saihua Cai, Haibo Chen, Chi Zhang, Chuangfei Huang, A Test Case Generation Method of Combinatorial Testing based on t-way Testing with Adaptive Random Testing. IEEE International Symposium on Software Reliability Engineering (ISSRE 2021) Workshops, 2021. (CCF B类会议)

[24] Jinfu Chen, Yuechao Gu, Saihua Cai, Haibo Chen, Jingyi Chen, Haiyi Liu. KS-TCP: An Efficient Test Case Prioritization Approach based on K-medoids and Similarity. IEEE International Symposium on Software Reliability Engineering (ISSRE 2021) Workshops, 2021. (CCF B类会议)

[25] Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Yuechao Gu, Shuhui Wang. An efficient dual ensemble software defect prediction method with neural network. IEEE International Symposium on Software Reliability Engineering (ISSRE 2021) Workshops, 2021. (CCF B类会议)

[26] Richard Amankwah, Jinfu Chen*, Patrick Kwaku Kudjo, Dave Towey. An empirical comparison of commercial and open-source web vulnerability scanners. Software: Practice and Experience. 2020, 50(9):1842-1857.(SCI, CCF B类期刊)

[27] Jinfu Chen, Jingyi Chen, Dong Guo. An improved fuzzing approach based on adaptive random testing. IEEE International Symposium on Software Reliability Engineering (ISSRE 2020), 2020, pp.141-146. (CCF B类会议)

[28] Patrick Kwaku Kudjo, Jinfu Chen*, Solomon Mensah, Richard Amankwah, Christopher Kudjo. The effect of Bellwether analysis on software vulnerability severity prediction models. Software Quality Journal, 2020, 28(4):1413-1446.(SCI, CCF C类期刊)

[29] Jinchang Hu, Jinfu Chen*, Lin Zhang, Yisong Liu, Qihao Bao, Hilary Ackah-Arthur, and Chi Zhang. A Memory-Related Vulnerability Detection Approach Based on Vulnerability Features. Tsinghua Science and Technology, 2020, 25(5):604–613. (SCI, 卓越期刊)

[30] Jinfu Chen*, Minmin Zhou, T H Tse, et al. Toward a K-means clustering approach to adaptive random testing for object-oriented software. Science China Information Sciences, 2019, 62(11):219105.(SCI,CCF-A类期刊,卓越重点期刊)

[31] Hilary Ackah-Arthur, Jinfu Chen*, Jiaxiang Xi, Michael Omari, Heping Song, Rubing Huang. A cost-effective adaptive random testing approach by dynamic restriction. IET Software 12(6): 489-497 (2018) (SCI, CCF-B类期刊).

[32] Jinfu Chen, Saihua Cai, Lili Zhu, Yuchi Guo, Rubing Huang, Xiaolei Zhao. An improved string searching algorithm and its application in component security testing. Tsinghua Science and Technology, 2016, 21(3):281-294. (SCI, 卓越梯队期刊)

[33] Jinfu Chen, Lili Zhu, Zhibin Xie, et al. An effective long string searching algorithm towards component security testing. China Communications, 2016, 13(11):153-169.(SCI, 卓越梯队期刊)

[34] Jinfu Chen, Patrick Kwaku Kudjo, Zufa Zhang, Chenfei Su, Yuchi Guo, Rubing Huang, Heping Song. A Modified Similarity Metric for Unit Testing of Object-Oriented Software Based on Adaptive Random Testing. International Journal of Software Engineering and Knowledge Engineering 29(4): 577-606 (2019) (SCI, CCF-C类期刊).

[35] Jin Li, Jinfu Chen*, Minhuan Huang, Minmin Zhou, et al. An Integration Testing Framework and Evaluation Metric for Vulnerability Miming Methods. China Communications, Feb. 2018, 15(2): 190-208. (SCI, 卓越梯队期刊)

[36] Jinfu Chen, Saihua Cai, Dave Towey, Lili Zhu,Rubing Huang, Hilary Ackah-Arthur and Michael Omari. Detecting Implicit Security Exceptions Using an Improved Variable-Length Sequential Pattern Mining Method. International Journal of Software Engineering and Knowledge Engineering, 2017,27(8):1235-1268. (SCI, CCF-C类期刊)

[37] Jinfu Chen, Lili Zhu, Tsong Yueh Chen, Rubing Huang, Dave Towey, Fei-Ching Kuo, and Yuchi Guo, “An adaptive sequence approach for OOS test case prioritization,” IEEE International Symposium on Software Reliability Engineering (ISSRE 2016), 2016, pp.205-212.(CCF-B类会议)

[38] Jinfu Chen, Huanhuan Wang, Dave Towey, Chengying Mao, Rubing Huang, Yongzhao Zhan, Worst-input Mutation Approach to Web Services Vulnerability Testing based on SOAP Messages, Tsinghua Science and Technology, vol. 19, no. 5, pp: 429-441, 2014. (SCI, 卓越梯队期刊)

[39] Jinfu Chen, Yansheng Lu and Huanhuan Wang. Component Security Testing Approach Based on Extended Chemical Abstract Machine. International Journal of Software Engineering and Knowledge Engineering (IJSEKE). 2012, 22(1): 59-83. (SCI,CCF-C类期刊)

[40] Rubing Huang, Yunan Zhou, Dave Towey, Tsong Yueh Chen, Jinfu Chen. An experimental analysis of fault detection capabilities of covering array constructors. ICSE (Companion Volume) 2018: 246-247(CCF-A类会议)

[41] Rubing Huang, Jinfu Chen, Dave Towey, Alvin T. S. Chan, Yansheng Lu, Aggregate-strength Interaction Test Suite Prioritization, Journal of Systems and Software (JSS), vol. 99, 36-51, January 2015. (SCI, CCF-B类期刊)

[42] Rubing Huang, Weiwen Zong, Dave Towey, Yunan Zhou, Jinfu Chen, An Empirical Examination of Abstract Test Case Prioritization Techniques, The 39th ACM/IEEE International Conference on Software Engineering Companion (ICSE’17), IEEE, 2017:141-143. (CCF-A类会议)

[43] Rubing Huang, Huai Liu, Xiaodong Xie, Jinfu Chen. Enhancing Mirror Adaptive Random Testing through Dynamic Partitioning. Information and Software Technology,2015, 67: 13–29 (SCI, CCF-B类期刊)

[44] 陈锦富, 赵小磊,刘一松,黄如兵,蔡赛华,郭昱池. 基于形式化单子的第三方构件安全性测试模型及其应用. 计算机学报,2019,42(7):1626-1639. (EI, CCF中文A类)

[45] 陈锦富,李青,毛澄映,詹永照,黄如兵, 陈加梅. 基于安全规则变异的Web Services安全性测试方法. 计算机学报,2013,36(10):1967-1981. (EI, CCF中文A类)

[46] 陈锦富, 卢炎生, 谢晓东. 软件错误注入测试技术研究. 软件学报, 2009, 20(6): 1425-1443. (EI, CCF中文A类)

[47] 陈锦富, 卢炎生, 谢晓东. 一种构件安全测试错误注入模型. 计算机研究与发展, 2009, 46(07):1127-1135. (EI, CCF A类中文期刊)

[48] 朱会娟,陈锦富*, 李致远, 殷尚男. 基于多特征自适应融合的区块链异常交易检测方法. 通信学报, 2021, 42(05):41-50. (EI, CCF中文B类)


部分专利&软件著作权

[1] 发明专利:基于条件与参数变异的第三方构件脆弱性测试方法, 发明人:陈锦富, 陈加梅,詹永照,杨鹤标,苏晨飞。授权号:ZL201310501450.4,2013年。(已授权)

[2] 发明专利:一种面向监测日志的构件异常信息查找方法,发明人:陈锦富,蔡赛华,黄如兵,郭昱池,朱莉莉。授权号:ZL201610116310.9,2016年。(已授权)

[3] 发明专利:基于聚类的面向对象软件测试用例生成方法,发明人:陈锦富,朱莉莉,郭昱池,黄如兵,葛宏河,杨鹤标。授权号:ZL201610592105.X,2016年。(已授权)

[4] 发明专利:一种基于数据挖掘的第三方构件安全性测试方法,发明人:陈锦富,于敏杰,赵小磊,朱莉莉,葛宏河,黄如兵。授权号:ZL201610664467.5,2016年。(已授权,已转化)

[5] 发明专利:一种基于化学抽象机的脆弱性模型构建方法,发明人:李响,陈锦富,林哲超,章琳,王梓斌,周敏敏,谢网根。授权号:201710629219.1,2017年。(已授权)

[6] 发明专利:一种漏洞挖掘技术测试模型及测试方法,发明人:李津,陈锦富,黄敏桓,陈书杰,曾智锋,谢网根,张庆晨。授权号:201710609538.6,2017年。(已授权)

[7] 发明专利:一种基于数据控制流图的脆弱性特征分析和获取方法,发明人:李响,陈锦富,林哲超,周敏敏,章琳,王梓斌,谢网根。公开号:201710609513.6,2017年。

[8] 发明专利:一种基于漏洞利用程序特征的漏洞利用程序检测方法, 陈锦富, 秦松铃, 胡津昌, 黄如兵, 赵玲玲, 2020-5-22, 中国, 202010459057.3.

[9] 发明专利:一种基于特征映射和属性补偿技术的软件缺陷预测模型,发明人:陈锦富,王小丽,蔡赛华,陈海波,张翅,徐家平,黄创飞, 申请号:202110851716.2,2021年。

[10] 发明专利:一种结合神经网络的双集成软件缺陷预测方法,发明人:陈锦富,徐家平,蔡赛华,陈海波,张翅,王小丽,黄创飞, 申请号:202110851712.4,2021年。

[11] 发明专利:一种基于参数抽象建模的组合测试用例生成方法,发明人:陈锦富,陈静怡,蔡赛华,陈海波,张翅,顾月超,黄创飞, 申请号:202110851695.4,2021年。

[12] 发明专利:一种基于贪心算法和聚类分析的自适应测试用例排序方法,发明人:陈锦富,顾月超,蔡赛华,陈海波,张翅,陈静怡,黄创飞, 申请号:202110850163.9,2021年。

[13] 发明专利:一种基于改进自编码器的特征提取及漏洞利用攻击检测方法,发明人:陈锦富,耿晔,赵玲玲,蔡赛华,陈海波,施登州, 申请号:202110657903.7,2021年。

[14] 软件著作权:互联网金融风险分析软件[简称:IFRas]V1.0,证书号:2015SR138237,完成 人:陈锦富、盛赟琪、吴青霞、姚燕、于敏杰。

[15] 软件著作权:第三方构件安全性测试系统[简称:CSTS]V1.0, 证书号:2015SR128213,完成人:陈锦富、赵小磊、刘一松、蔡赛华、郭昱池。

[16] 软件著作权:面向对象软件距离度量系统[简称:ARTooXp]V1.0, 证书号:2015SR094942,完成 人:陈锦富、苏晨飞、郭昱池、葛宏河、于敏杰。

[17] 软件著作权:有源软件脆弱性评价及查询系统,证书号:2018SR21088,完成 人:陈锦富、谢网根、黄如兵、葛宏河、于敏杰。

[18] 软件著作权:Vanscan-基于Web界面的漏洞扫描与安全评估平台, 证书号:2021SRO088977, 完成人:陈锦富、秦松铃、陈俊佐、黄创飞、殷上。

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