个人信息
Personal information
教授 博士生导师 硕士生导师
性别:男
在职信息:在职
所在单位:网络空间安全学院
学历:研究生(博士)毕业
学位:工学博士学位
毕业院校:华中科技大学
学科:网络空间安全曾获荣誉:
2024 2024 中国研究生人工智能创新大赛决赛一等奖指导教师(自主规划执行和反馈的智能化渗透测试与风险评估系统)
2024 2024 全国学生信息安全竞赛作品赛一等奖指导教师(Webassembly二进制安全检测)
2023 2023 挑战杯“黑科技”全国决赛 特等奖(星系级)指导教师(慧识恶意代码对抗系统)
2023 2023 全球校园人工智能算法总决赛一等奖指导教师(电力大模型智能处理)
2022 2022 全国大学生信息安全竞赛一等奖指导教师(开源恶意代码检测系统)
2021 2021 湖北省科技进步一等奖(软件安全智能检测与防护关键技术排第2)
2021 2021 湖北省网络安全优秀教师
2021 2021年全国挑战杯揭榜挂帅一等奖指导教师(信创环境虚拟化入侵防御)
2021 2021年全国大学生信息安全竞赛一等奖指导教师(张量神经网络代码预测与检错)
2020 2020年北美数学建模竞赛H奖指导教师
2018 2018年三育人积极分子
2019 2019年校教学质量2等奖
2019 2019年全国大学生信息安全竞赛2等奖指导教师
2017 2017年获校优秀班主任
2016 2016年获校教学质量优秀奖二等奖
2014 2014年获校2012-2014年度优秀共产党员
2013 2013年湖北省优秀学士论文指导教师
2010 2010年全国大学生信息安全竞赛一等奖指导教师
2009 2009年全国大学生信息安全竞赛二等奖指导教师
2009 2009年获校大学生科技创新活动优秀指导教师
2009 2009年湖北省优秀学士论文指导教师
2009 2009年获校学科竞赛优秀指导教师
2008 2008年湖北省优秀学士论文指导教师
2007 2007年因负责“江城-07”网络攻防演练成绩突出,获先进个人奖
2003 2003年防密码窃取安全中间件获得深圳市科技进步奖
个人简介
付才:华中科技大学网络空间安全学院教授,博士生导师,信息安全实验室主任,武汉英才,光谷3551人才。中国密码学会,计算机学会以及IEEE成员。长期参与网络与信息安全方面的科研工作,是国家有关部门多项安全系统技术负责人。主要研究方向为代码安全、移动网络安全、网络行为分析;在TDSC、TCSS、计算机学报、中国科学、JPDC、IJCI、HPCC、TrustCom、ISPA等期刊、国际会议上发表文章50余篇,并40余次被SCI,EI检索;担任“江城2007”网络攻防项目总指挥;2003 年以《金盾防密码窃取安全中间件》获深圳市科技进步奖;2008年获湖北省自科基金资助;2009年以及2012年获国家自科基金资助;2010年获华科大国防创新基金资助;2011与2014年获华为创新基金资助;2013年获Intel国际合作恶意代码研究资助;2015年恶意代码多态聚类及隐式空间研究获国家自科面上基金资助;2016年获中航工业集团测量恶意代码检测资助;多次指导学生参加全国信安大赛,获全国一等/二等奖多项。2021年获湖北省科技进步一等奖。实验室介绍博客www.weibo.com/hustsecurity,欢迎对代码空间感兴趣的同学报考团队的硕士/博士研究生。 |
主要项目: [1]国家重点研发课题,2023YFB3106402,海量数据安全标识与溯源关键技术,2024至2026,主持; [2]国家自科基金面上,62072200,数据驱动下的隐匿代码语义张量研究,2021至2024,主持: [3]国家自科基金面上,61572222,恶意代码的多态图谱及隐式空间研究,2016至2019,主持; [4]国家自科基金面上,61272405,移动网络行为的多态聚类及演化研究,2013至2016,主持。 主要论文: [1] Shuai He, Cai Fu*, Hong Hu, Jiahe Chen, Jianqiang Lv, and Shuai Jiang. 2024. MalwareTotal: Multi-Faceted and Sequence-Aware Bypass Tactics against Static Malware Detection. In Proceedings of the IEEE/ACM 46th International Conference on Software Engineering (ICSE '24). Association for Computing Machinery, New York, NY, USA, Article 172, 1–12.(CCF A) [2] Xiaowei Guo, Cai Fu*, Juan Chen, Hongle Liu, Lansheng Han, Wenjing Li, Enhancing Robustness of Code Authorship Attribution through Expert Feature Knowledge[C]. The ACM SIGSOFT International Symposium on Software Testing and Analysis 2024(CCF A) [3] Wenke Li,Feng Wu, Cai Fu*, Fan Zhou. A Large-Scale Empirical Study on Semantic Versioning in Golang Ecosystem. the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023), Mon 11 - Fri 15 September 2023 Kirchberg, Luxembourg(CCF A). [4] Jia Yang, Cai Fu*, Fengyang Deng,etc. Toward Interpretable Graph Tensor Convolution Neural Network for Code Semantics Embedding. ACM Transactions on Software Engineering and Methodology(TOSEM).2023.2, doi.org/10.1145/3582574 (CCF A Q1) [5] Jia Yang, Cai Fu*, xiaoyang Liu, Heng Yin, Pan Zhou. Codee: A Tensor Embedding Scheme for Binary Code Search. IEEE Transactions on Software Engineering, 2021.3 VOL. 48, NO. 7, JULY 2022,pp2224-2243 (CCF A) [6] Cai Fu(付才),Xiao-yang Liu,Jia Yang, Laurence T. Yang,Shu Yu, Tianqing zhu. Wormhole: The Hidden Virus Propagation Power of a Search Engine in Social Networks. IEEE Transactions on Dependable and Secure Computing.16(4),July-Aug.1 2019:693-710, DOI: 10.1109/TDSC.2017.2703887,(CCF A) [7] Yuanhai Fan, Chuanhao Wan, Cai Fu*, Lansheng Han, Hao Xu. VDoTR: Vulnerability detection based on tensor representation of comprehensive code graphs. Computers & Security. 130, July.2023:pp103247 (CCF B) [8] 吕建强,付才,何帅等.Xgadget:基于动静结合的二进制Gadget搜索.计算机工程与应用, May.2023:pp1-12(CCF T2) [9] 冯冠云, 付才, 吕建强, 韩兰胜.基于操作注意力和数据增强的内部威胁检测.网络与信息安全学报. 9(3), June.2023:pp102-112(CCF T2) [10] Jia Yang, Cai Fu*, XiaoYang Liu, and Walid Anwar. Recommendations in Smart Devices Using Federated Tensor Learning. IEEE Internet of Things Journal, 9(11),2022,June:8425-8437 (Q1) [11] 杨佳,付才*,韩兰胜,鲁宏伟,刘京亮 . 云环境下基于函数编码的移动应用克隆检测.通信学报,2019.8,40(8):pp60-71 [12] Shuai Jiang; Cai Fu*; Yekui Qian; Shuai He; Jianqiang Lv; Lansheng Han,IFAttn: Binary code similarity analysis based on interpretable features with attention,Computer Security, Elsevier, 2022, 120: 102804 CCF B(Q2) [13] Fengyang Deng; Cai Fu*; Yekui Qian; Jia Yang; Shuai He; Hao Xu,Federated learning based multi‐task feature fusion framework for code expressive semantic extraction,Software: Practice and Experience, Wiley, 2022, 52(8): 1849-1866 CCF B( Q2) [14] Jia Yang, Cai Fu*, Hongwei Lu. Optimized and Federated Soft-Impute for Privacy-Preserving Tensor Completion in Cyber-Physical-Social Systems. Information Sciences. V564, 2021.7 ,pp103-123. DOI: 10.1016/j.ins.2021.02.028 CCF B(Q1) [15] Jiang, Shuai; Hong, Yao; Fu, Cai*. Function-level obfuscation detection method based on Graph Convolutional Networks, Journal of Information Security and Applications, 2021,61(102954) SCI CCF C(Q2) [16] Cai Fu(付才) ,Zhao Yang, Xiao-Yang Liu ,Jia Yang ,Anwar Walid ,and Laurence T. Yang.Secure Tensor Decomposition for Heterogeneous Multimedia Data in Cloud Computing. IEEE Transactions On Computational Social Systems.7(1), Feb. 2020:pp247-260(Q1) [17] Cai Fu(付才),Chenchen Peng, xiaoyang Liu, Laurence T. Yang, Jia Yang, Lansheng Han. Search Engine: The Social Relationship Driving Power of Internet of Things, Future Generation Computer Systems, 92(3), March 2019:pp972-986(SCI Q2, 中科院3区) [18] Min Li,Cai Fu*(付才),xiaoyang Liu,Jia yang,Tianqing zhu,Lansheng han. Evolutionary virus immune strategy for temporal networks based on community vitality. Future Generation Computer Systems, DOI:10.1016/j.future.2016.05.015, Volume 74, September 2017:pp276-290 SCI Q1(SCI Q1, 中科院2区) [19] Lin Sun, Cai Fu*(付才), Ming Fu, Deliang Xu, Lansheng Han, Deqing Zou. System Recovery-aware Virus Propagation Model and Its Steady-state Analysis. China Communications, 2016,13(5):pp151-161(SCI) (SCI Q2, 中科院3区) [20] FU Cai (付才),Li Min, Zhang Yun He, Zou deqing,Han Lansheng. A Hierarchical Virus Immunization Method for Community Networks. China Communications.2014.9.V11(9):148-159(SCI) (SCI Q2, 中科院3区) [21] Fu Cai,(付才) Huang Qingfeng,Han Lansheng,Shen Li,Liu Xiaoyang. Virus propagation power of the dynamic network. EURASIP Journal on Wireless Communications and Networking,2013,v2013:210, 1687-1499 DOI: 10.1186/1687-1499-2013-210 (SCI) (SCI Q3, 中科院4区) [22] Fu Cai(付才), Gao Xiang. GRAP: Grey risk assessment based on projection in ad hoc networks. Journal of Parallel and Distributed Computing, v 71, n 9, September 2011: p 1249-1260 (SCI) (SCI Q2, 中科院2区) [23] Han Lansheng, Fu Cai*(付才 通信作者).Task-based behavior detection of illegal codes. Mathematical and Computer Modelling, v55,n1, 2012,1:p80-86(SCI) (无中科院分区排名) [24] Haotian Zhou, Xiao-Yang Liu, *Cai Fu(付才), Chen Shang, Xinyi Chang.Differentially Private Matrix Completion via Distributed Matrix Factorization,The 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-18) July 31th - August 3rd, 2018, New York, USA.pp1628-1631 [25] Changming Liu, Cai Fu*, Deliang Xu,Lin Sun, Lansheng Han, An Energy-Balanced WSN Algorithm Based on Active Hibernation and Data Recovery,The 15th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2015),Zhangjiajie, China, November 18-20, 2015 |