Name: Ma Rui
Discipline: Computer Science and Technology/Computer Technology/Software Engineering/Cyberspace Security
Title: Associate Professor
Tel: 68914939
E-mail: mary@bit.edu.cn
Address: 405 Central Software Building, No.5 Zhongguancun South Street, Haidian District, Beijing Personal Information
Ma Rui, PhD, Associate Professor, Director of OpenHarmony Technology Club of Beijing Institute of Technology, Famous teacher of Curriculum Ideological and Political teaching in Beijing, leader of high-level teaching team of Continuing Education in Beijing Universities, Famous teacher of Beijing Institute of Technology, In the three disciplines and specialties of Computer Science and Technology/Electronic Information (Software engineering and Computer technology)/Cyberspace security, Master of Engineering and professional Master of Engineering are enrolled. In recent years, he has been engaged in computer teaching and research in Beijing Institute of Technology. In August 2005, he visited the School of Computer and Information Science and Technology of University College Dublin for 1 year. At present, he is mainly engaged in the research of fuzzy testing (protocol, binary software, operating system kernel, etc.), code detection, artificial intelligence interpretability, sensitive data analysis, etc. He presided over the key research and development projects of the Ministry of Science and Technology, the Special project of Industrial Foundation Reconstruction and high-quality development of Manufacturing Industry of the Ministry of Industry and Information Technology, the Beijing Science and Technology Special Project, the CCF-Kunpeng Fund, the Open Fund of the Key Laboratory of Network Testing Technology of the Chinese Academy of Sciences, and the open project of the National Engineering Research Center of Railway Intelligent Transportation System, etc. As the actual person in charge of the key research and development projects of the Ministry of Science and Technology, And as a main researcher to participate in the Ministry of Science and Technology key research projects, 863 program projects, national defense basic scientific research program key projects and national defense science and technology industry research projects and other national and provincial projects, among which "cloud edge collaborative network security intelligent operation decision key technology research and development and application" won the "CCF Science and Technology Achievement Award" science and technology progress Award second prize. "Research on development tools of Auxiliary Decision Support System" won the third prize of Science and Technology Award of North Industries Group Company; Participated in the "Artificial Intelligence Ethical Governance Standardization Guide" organized by the Artificial Intelligence Sub-Committee of the National Beacon Committee of the National Artificial Intelligence Standardization Group, published more than 70 papers in domestic and foreign journals and academic conferences, and was authorized more than 40 national invention patents; He has published and translated more than 10 books, and "Principles of Artificial Neural Network" won the Beijing Fine textbook, the third prize of the Science and Technology group of the Fourth Basic Teaching Skills Competition for Young Teachers in Beijing Universities, and the second prize of Beijing Higher Education Teaching achievements.
Research Direction
Cyber Security/Artificial Intelligence/Software Engineering /OpenHarmony
Personal Information
Ma Rui, PhD, Associate Professor, Director of OpenHarmony Technology Club of Beijing Institute of Technology, Famous teacher of Curriculum Ideological and Political teaching in Beijing, leader of high-level teaching team of Continuing Education in Beijing Universities, Famous teacher of Beijing Institute of Technology, In the three disciplines and specialties of Computer Science and Technology/Electronic Information (Software engineering and Computer technology)/Cyberspace security, Master of Engineering and professional Master of Engineering are enrolled. In recent years, he has been engaged in computer teaching and research in Beijing Institute of Technology. In August 2005, he visited the School of Computer and Information Science and Technology of University College Dublin for 1 year. At present, he is mainly engaged in the research of fuzzy testing (protocol, binary software, operating system kernel, etc.), code detection, artificial intelligence interpretability, sensitive data analysis, etc. He presided over the key research and development projects of the Ministry of Science and Technology, the Special project of Industrial Foundation Reconstruction and high-quality development of Manufacturing Industry of the Ministry of Industry and Information Technology, the Beijing Science and Technology Special Project, the CCF-Kunpeng Fund, the Open Fund of the Key Laboratory of Network Testing Technology of the Chinese Academy of Sciences, and the open project of the National Engineering Research Center of Railway Intelligent Transportation System, etc. As the actual person in charge of the key research and development projects of the Ministry of Science and Technology, And as a main researcher to participate in the Ministry of Science and Technology key research projects, 863 program projects, national defense basic scientific research program key projects and national defense science and technology industry research projects and other national and provincial projects, among which "cloud edge collaborative network security intelligent operation decision key technology research and development and application" won the "CCF Science and Technology Achievement Award" science and technology progress Award second prize. "Research on development tools of Auxiliary Decision Support System" won the third prize of Science and Technology Award of North Industries Group Company; Participated in the "Artificial Intelligence Ethical Governance Standardization Guide" organized by the Artificial Intelligence Sub-Committee of the National Beacon Committee of the National Artificial Intelligence Standardization Group, published more than 70 papers in domestic and foreign journals and academic conferences, and was authorized more than 40 national invention patents; He has published and translated more than 10 books, and "Principles of Artificial Neural Network" won the Beijing Fine textbook, the third prize of the Science and Technology group of the Fourth Basic Teaching Skills Competition for Young Teachers in Beijing Universities, and the second prize of Beijing Higher Education Teaching achievements.
Personal Information
Ma Rui, PhD, Associate Professor, Director of OpenHarmony Technology Club of Beijing Institute of Technology, Famous teacher of Curriculum Ideological and Political teaching in Beijing, leader of high-level teaching team of Continuing Education in Beijing Universities, Famous teacher of Beijing Institute of Technology, In the three disciplines and specialties of Computer Science and Technology/Electronic Information (Software engineering and Computer technology)/Cyberspace security, Master of Engineering and professional Master of Engineering are enrolled. In recent years, he has been engaged in computer teaching and research in Beijing Institute of Technology. In August 2005, he visited the School of Computer and Information Science and Technology of University College Dublin for 1 year. At present, he is mainly engaged in the research of fuzzy testing (protocol, binary software, operating system kernel, etc.), code detection, artificial intelligence interpretability, sensitive data analysis, etc. He presided over the key research and development projects of the Ministry of Science and Technology, the Special project of Industrial Foundation Reconstruction and high-quality development of Manufacturing Industry of the Ministry of Industry and Information Technology, the Beijing Science and Technology Special Project, the CCF-Kunpeng Fund, the Open Fund of the Key Laboratory of Network Testing Technology of the Chinese Academy of Sciences, and the open project of the National Engineering Research Center of Railway Intelligent Transportation System, etc. As the actual person in charge of the key research and development projects of the Ministry of Science and Technology, And as a main researcher to participate in the Ministry of Science and Technology key research projects, 863 program projects, national defense basic scientific research program key projects and national defense science and technology industry research projects and other national and provincial projects, among which "cloud edge collaborative network security intelligent operation decision key technology research and development and application" won the "CCF Science and Technology Achievement Award" science and technology progress Award second prize. "Research on development tools of Auxiliary Decision Support System" won the third prize of Science and Technology Award of North Industries Group Company; Participated in the "Artificial Intelligence Ethical Governance Standardization Guide" organized by the Artificial Intelligence Sub-Committee of the National Beacon Committee of the National Artificial Intelligence Standardization Group, published more than 70 papers in domestic and foreign journals and academic conferences, and was authorized more than 40 national invention patents; He has published and translated more than 10 books, and "Principles of Artificial Neural Network" won the Beijing Fine textbook, the third prize of the Science and Technology group of the Fourth Basic Teaching Skills Competition for Young Teachers in Beijing Universities, and the second prize of Beijing Higher Education Teaching achievements.
代表性学术成果
论文:
1. Wang Xiajing, Ma Rui, Huo Wei, Zhang Zheng, Zhang Chaonan, Tian Donghai. SYNTONY: Potential-Aware Fuzzing with Particle Swarm Optimization,Journal of Systems and Software, 2023 (SCI)
2. Wang Xingyu, Ma Rui, He Jinyuan, Zhang Taisi, Wang Xiajing, Xue Jingfeng. INNT: Restricting Activation Distance to Enhance Consistency of Visual Interpretation in Neighborhood Noise Training,Electronics, 2023 (SCI)
3. Chen Jiaqi, Yuan Chong, Li Jiashuo, Tian Donghai, Ma Rui, Jia Xiaoqi. ELAMD: An Ensemble Learning Framework for Adversarial Malware Defense,Journal of Information Security and Applications, 2023 (SCI)
4. Li Minghui, Xue Jingfeng, Wang Yong, Ma Rui, Huo Wei. NACDA: Naming-based Access Control and Decentralized Authorization for Secure Many-to-Many Data Sharing,Electronics, 2023 (SCI)
5. Ying Qianjin, Yu Yulei, Tian Donghai, Jia Xiaoqi, Ma Rui, Hu Changzhen. CJSpector: A Novel Cryptojacking Detection Method Using Hardware Trace and Deep Learning,Journal of Grid Computing, 2022 (SCI)
6. Yuan Chong, Cai Jingxuan, Tian Donghai, Ma Rui, Jia Xiaoqi, Liu Wenmao. Towards Time Evolved Malware Identification using Two-head Neural Network, Journal of Information Security and Applications, 2022 (SCI)
7. Tian Donghai, Zhao Runze, Ma Rui, Jia Xiaoqi, Shen Qi, Hu Changzhen, Liu Wenmao. MDCD: A Malware Detection Approach in Cloud Using Deep Learning, Transactions on Emerging Telecommunications Technologies, 2022 (SCI)
8. Wang Wenjie, Tian Donghai, Ma Rui, Wei Hang, Ying Qianjin, Jia Xiaoqi, Zuo Lei. SHFuzz: A Hybrid Fuzzing Method Assisted by Static Analysis for Binary Programs, China Communications, 2021 (SCI)
9. Tian Donghai, Ying Qianjin, Jia Xiaoqi, Ma Rui, Hu Changzhen, Liu Wenmao. MDCHD: A Novel Malware Detection Method in Cloud using Hardware Trace and Deep Learning, Computer Networks, 2021 (SCI)
10. Tian Donghai, Jia Xiaoqi, Ma Rui, Liu Shuke, Liu Wenjing, Hu Changzhen. BinDeep: A Deep Learning Approach to Binary Code Similarity Detection, Expert Systems with Applications, 2021 (SCI)
11. Wang Xiajing, Hu Changzhen, Ma Rui, Tian Donghai, He Jinyuan. CMFuzz: Context-Aware Adaptive Mutation for Fuzzers, Empirical Software Engineering, 2021 (SCI)
12. Wang Wenjie, Tian Donghai, Meng Weizhi, Jia Xiaoqi, Zhao Runze, Ma Rui. MSYM: A Multichannel Communication System for Android Devices, Computer Networks, 2020 (SCI)
13. Wang Xiajing, Hu Changzhen, Ma Rui, Li Binbin, Wang Xuefei. LAFuzz: Neural Network for Efficient Fuzzing, IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI 2020), 2020
14. Tian Donghai, Ma Rui, Jia Xiaoqi, Hu Changzhen. KEcruiser: A Novel Control Flow Protection for Kernel Extensions, Future Generation Computer Systems, 2019 (SCI)
15. Wang Xiajing, Ma Rui, Li Binbin, Tian Donghai, Wang Xuefei. E-WBM: An Effort-Based Vulnerability Discovery Model, IEEE ACCESS, 2019 (SCI)
16. Wang Xiajing, Ma Rui, Dou Bowen, Jian Zefeng, Chen Hongzhou. OFFDTAN: A New Approach of Offline Dynamic Taint Analysis for Binaries, Security and Communication Networks, 2018 (SCI)
17. Ma Rui, Ren Shuimin, Ma Ke, Hu Changzhen, Xue Jingfeng. Semi-valid Fuzzing Test C, Tsinghua Science and Technology, 2017 (SCI)
18. Ma Rui, Wang Daguang, Hu Changzhen, Ji Wendong, Xue Jingfeng. Test Data Generation for Stateful Network Protocol Fuzzing Using a Rule-Based State Machine, Tsinghua Science and Technology, 2016 (SCI)
19. Ma Rui, Guo Qiang, Hu Changzhen, Xue Jingfeng. An Improved WiFi Indoor Positioning Algorithm by Weighted Fusion, Sensors, 2015 (SCI)
20. Hu Kangwen, Xue Jingfeng, Hu Changzhen, Ma Rui, Li Zhiqiang. An Improved ID-Based Group Key Agreement Protocol, Tsinghua Science and Technology, 2014 (SCI)
授权专利:
1. 李斌斌,马锐等. 一种基于神经网络的模糊测试用例生成方法 (ZL 202310502110.7)
2. 马锐,李斌斌等. 基于在线式增量学习的模糊测试用例选择方法和装置 (ZL 202010791542.0)
3. 马锐,陈光媛等. 基于LSTM和BiLSTM的智能合约漏洞检测方法和装置 (ZL 202010768571.5)
4. 马锐,赵鹏飞等. 基于TensorFuzz的深度神经网络模糊测试框架和测试方法(ZL 202010765951.3)
5. 马锐,王雪霏等. 一种基于深度学习的输入结构推断方法和装置(ZL 202010554794.1)
6. 胡昌振,马锐,王夏菁等. 一种基于最小集合覆盖的模糊测试方法和装置 (ZL 202010790762.1)
7. 胡昌振,王夏菁,马锐等. 基于粒子群和多标准的模糊测试用例选择方法和装置 (ZL 202010791547.3)
8. 马锐,菅泽峰等. 一种基于抽象语法树的智能合约重入漏洞检测方法(ZL 201910390316.9)
9. 胡昌振,王夏菁,马锐等. 一种基于强化学习的模糊测试用例自适应变异方法和装置 (ZL 201910416959.6)
10. 马锐,李斌斌等. 一种模糊测试变异数量确定方法和装置 (ZL 201810820854.2)
11. 马锐,王夏菁等. 一种基于AFL的模糊测试变异方法和装置 (ZL 201810820845.3)
12. 马锐,任帅敏等. 一种模糊测试用例选择方法和装置 (ZL 201810819656.4)
13.马锐,朱天保等. 一种基于变量关联树的基本类型重构方法 (ZL 201810793986.0)
14.胡昌振,马锐,朱天保等. 一种基于变量关联树的复杂类型重构方法 (ZL 201810793950.2)
15.马锐,胡昌振等. 一种软件漏洞的防护方法和装置 (ZL 201710121268.4)
16.马锐,胡昌振等. 一种系统漏洞防护方法和装置 (ZL 201710121236.4)
17.胡昌振,马锐,王达光等. 基于粒子群优化算法的Android自动化测试方法 (ZL 201610069905.3)
18.胡昌振,马锐,纪文东等. 基于有限状态机网络协议半合法化模糊测试用例生成方法 (ZL 201510420047.8)
19.马锐,郭强等. 一种基于WIFI信号强度的室内定位方法 (ZL 201510119340.0)
20.马锐,张岩等. 一种分布式无线传感网络节点复制攻击检测方法 (ZL 201510107472.1)
著作:
马锐. 人工神经网络原理. 机械工业出版社, 2010.9(北京市高等教育精品教材)
白皮书:
人工智能伦理治理标准化指南. 国家人工智能标准化总体组全国信标委人工智能分委会. 2023.3
所获奖励
1. 2023,首届OpenHarmony技术峰会终端操作系统十大技术挑战方向“特别贡献奖”
2. 2022,CCF科技成果奖科技进步二等奖
3. 2003,兵器工业集团公司科学技术奖三等奖
4. 2022,北京市课程思政教学名师,北京市课程思政示范课程团队负责人
5. 2019,北京高校继续教育高水平教学团队负责人
6. 2013,北京市高等教育教学成果奖二等奖2项
7. 2011,北京高等教育精品教材
8. 2004,北京市教育教学成果(高等教育)二等奖
9. 2004,北京高校青年教师教学基本功比赛三等奖
10. 2019,北京地区高校大学生优秀创业团队二等奖指导教师
11. 2019,北京理工大学第四届迪文优秀教师奖(课堂教学类)一等奖
12. 2018,北京理工大学首届教学名师