Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Computer Research and Development》 2002-09
Add to Favorite Get Latest Update

COMPUTER KEYSTROKER VERIFICATION BASED ON SUPPORT VECTOR MACHINES

LIU Xue-Jun, CHEN Song-Can, and PENG Hong-Jing (Department of Computer Science and Engineering, Nanjing University of Aeronautics & Astronautics, Nanjing 210016)  
Traditional verification of the access to a computer system is single password. The drawback of the password is that it is easily given away. Therefore there are great security threats in the access to information and resource in the computer. In an effort to confront the threats, biometrics (such as fingerprints, keystroke dynamics, and so on) combined with the traditional verification methods may greatly increase the system security. In view of the fact that it is not necessary for the verification of keystroke dynamics to utilize the additional equipment and the realization is relatively cheap, after studying the past research on this issue, the keystroke verification based on support vector machines (SVM) is proposed in terms of SVM's super performance in pattern recognition. Through experiments SVM is compared with BP, RBF, PNN, and LVQ, and the conclusion is that SVM is the best choice in keystroke identification and therefore there is extensive application prospect about keystroke verification.
【Fund】: 国家自然科学基金资助 ( 6 99730 2 1)
【CateGory Index】: TP309.7
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 10 Hits
1 GUO Hai-feng 1,XU Zhe 2(1.Yanbian University,Yanbian 133002,China;2.Yanbian Public Security Burea u,Yanbian 133001,China);Password Security Hardening Based on Keystroke Dynamics[J];Journal of Changchun Teachers College;2005-02
2 MENG Xiao-chun(Jinzhong University,Jinzhong 030600,China);The Application of Intelligent Optimum Algorithms[J];Computer Knowledge and Technology;2009-14
3 ZHAO Shu-he~(1,2)1.Department of Urban & Resources Sciences,Nanjing University,Nanjing 210093,China2.Institute of Remote Sensing & GIS,Peking University,Beijing 100871,China;Experimental study of methods for high spatial resolution remote sensing data processing[J];Earth Science Frontiers;2006-03
4 YANG Hai-yan,LIU Jian-cheng,DAO Li,LIU Zhi-hua(School of Information Science and Engineering,Central South University,Changsha 410075,China);Two-factor user authentication based on keystroke dynamics and password[J];Information Technology;2006-10
5 CHENG Li-li,ZHANG Jian-pei,MA Jun(College of Computer Science and Technology,Harbin Engineering University,Harbin 150001,China);An improved support vector machine based on a weighted adjustable separating hyperplane[J];Journal of Harbin Engineering University;2007-10
6 FU Xiao-li~1 YANG Yong-tian~1 ZHANG Nai-qing~2 1.Department of Computer Science and Technology,Harbin Engineering University,Harbin 150001,China; 2.Aeronautical Military Representative Office Resident in Shanghai for The Naval Force,Shanghai 200233,China;An Incremental Parallel Training Algorithm with Multiple Support Vector Machine Classifiers[J];Avionics Technology;2007-02
7 LIU Xiang-Dong and CHEN Zhao-Qian (State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing 210093) (Department of Computer Science & Technology,Nanjing University,Nanjing 210093);Research on Several Key Problems in Face Recognition[J];Journal of Computer Research and Development;2004-07
8 LIU Xiang-Dong and CHEN Zhao-Qian(State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093)(Department of Computer Science & Technology, Nanjing University, Nanjing 210093);A Fast Classification Algorithm of Support Vector Machines[J];Journal of Computer Research and Development;2004-08
9 Liu Xiangdong, Luo Bin, and Chen Zhaoqian(State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093)(Department of Computer Science & Technology, Nanjing University, Nanjing 210093);Optimal Model Selection for Support Vector Machines[J];Journal of Computer Research and Development;2005-04
10 REN Yue-ou,YANG Chun-yan,ZHANG Feng-xiao(Department of Electronic Engineering,Armor Technique Institute of PLA,Changchun 130117,China);Credit risk evaluation based on SVM and GA[J];Journal of Changchun University of Technology(Natural Science Edition);2008-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Wen Xiaodong Huang Ronghuai Shen Changning Wang Lang Yao Jiqing (Information Science College, Beijing Normal University, 100875, Beijing, China);DEVELOPMENT OF A SNORT-BASED SECURITY NETWORK MANAGEMENT AND REAL-TIME INTRUSION DETECTION SYSTEM[J];Journal of Beijing Normal University(Natural Science);2004-01
2 LI Ke-ling(Computer Science and Technology Institute,Changchun University,Changchun 130022,China);Study on intrusion detection technology[J];Journal of Changchun University;2007-06
3 TANG Yang,XU Qian(1.College of Computer Science of Chongqing University,Chongqing 400044,China;2.Chongqing Electric Power College,Chongqing 400053,China);The Recognition and Defenses of Network Intrusion Detection via Exceptional Operations[J];Journal of Chongqing Electric Power College;2008-01
4 ZHANG Min and LUO Guang-chun (Information Center, University of Electronic Science and Technology of China Chengdu 610054);IDMEF-Based Architecture of Large-Scale Cooperative IDS System[J];Journal of University of Electronic Science and Technology of China;2009-02
5 HE Minwei1,2(1.School of Information,Guangdong University of Business Studies,Guangzhou 510320,China;2.School of Economics & Management,Beijing University of Aeronautics & Astronautics,Beijing100083,China);Application of improved BP algorithm in intrusion detection technology[J];Journal of Liaoning Technical University(Natural Science);2008-S1
6 Peng Ru;The Design of Data Mining Based on the Intrusion Detection System Model Architecture[J];Journal of Haidian University;2005-02
7 Yan Hui,Long Duo ( Changchun University of Science and Technology, Changchun Jilin 130022, China);Optimized ES by ANN in IDS[J];;2004-03
8 Huang Chenlin Zhao Hui Hu Huaping (College of Computer Science,National University of Defense Technology,Changsha 410073);A Hierachical Intrusion Detection System Based on Distributed Autonomous Agents[J];Computer Engineering and Applications;2001-06
9 Xia Yu Lang Rongling Dai Guanzhong(Northwestern Polytechnical University,Xi'an710072);Research on Detect Technology of Intrusion Detection System[J];Computer Engineering and Applications;2001-24
10 Sheng Siyuan Zhan Shouyi Chen Yi (Dept.of Computer Science and Engineering,Beijing University of Technology,Beijing100081);The Study and Design of Intrusion Detection System AIDS[J];Computer Engineering and Applications;2002-01
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 LI Kai,HUANG Hou_kuan(School of Computer and Information Technology, Beijing JiaoTong University, Beijing 100044,China);Research on Incremental Learning Algorithm of Support Vector Machine[J];Journal of Northern Jiaotong University;2003-05
2 Xue Tianyu Department of Industrial Design and Automation. Beijing Institute of Clothing Technology, Beijing 100029;A High Efficient Algorithm for Keyboards Scanning[J];Journal of Beijing Institute of Clothing;2001-01
3 QIU Chun guang, LIU Yu shu (Department of Computer Science and Engineening, Beijing Institute of Technology, Beijing100081);Neural Network Based Multiple Criteria Decision Making[J];JOURNAL OF BEIJING INSTITUTE OF TECHNOLOGY;2000-01
4 LI Kan, \ GAO Chun xiao, \ LIU Yu shu (Dept. of Computer Science and Engineering, Beijing Institute of Technology, Beijing100081, China);Support Vector Machine Based Hierarchical Clustering of Spatial Databases[J];Journal of Beijing Institute of Technology;2002-04
5 LIU Hui-chun, MA Shu-yuan, WU Ping-dong, YANG Feng, ZENG Xing-sheng, BI Lu-zheng (School of Mechanical Engineering and Automation, Beijing Institute of Technology, Beijing100081, China);Handwritten Digits Recognition for Automatic Analysis System of UK Psychology Test[J];Journal of Beijing Institute of Technology;2002-05
6 LU Wei-guo~1,DAI Ya-ping~1,TU Xu-yan~1,GAO Feng~2(1.Department of Automatic Control, School of Information Science and Technology, Beijing Institute of Technology, Beijing100081, China; 2.Dali University, Dali, Yunnan650093, China);Weighted Support Vector Machine Method Suitable for Weighted Sample Set[J];Journal of Beijing Institute of Technology;2005-03
7 Liao Wangcai;Yang Fusheng;Hu Guangshu(Tsinghua University, Beijing, 100084);The Comparison Research of AR Model And Non-linear Model Based on GMDH[J];BEIJING BIOMEDICAL ENGINEERING;1994-03
8 LUO Shou-shan~1,CHEN Ya-juan~2,SONG Chuan-heng~2,WANG Zi-liang~2,NIU Xin-xin~2,YANG Yi-xian~2(1.Software Engineering School, Beijing University of Posts and Telecommunications, Beijing 100876, China;2.Information Engineering School, Beijing University of Posts and Telecommunications, Beijing 100876, China);An Abnormal Intrusion Detection Model Based on User's Keystrokes[J];Journal of Beijing University of Posts and Telecommunications;2003-04
9 ZHA Xian-jie~(1,2), XING Li-xin~2, DAI Zhi-yang~1,FU Rong-shan~1 (1College of Earth and Space Science of USTC, Hefei 230026, China; 2College of Earth Exploration Science, Jilin University, Changchun 130026, China);Method for Boundary Information Extraction from Remote Sensing Image Based on Spatial Shape Features[J];Journal of Changchun Post and Telecommunication Institute;2005-02
10 LI Zuo_yong~1,XU Ting_ting~1,DING Jing~2 (1.Department of Geoenvironment Science, Chengdu University of Information Technology, Chengdu 610041, China; 2.Institute of Hydroelectric Power, Sichuan University, Chengdu 610065,China);Application of Artificial Neural Network to Optimize Groundwater Quality Monitoring Sites[J];Urban Environment & Urban Ecology;2003-06
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Chuanliang1) TIAN Yingjie2) BIE Rongfang1)(1)College of Information Science and Technology,Beijing Normal University,100875,Beijing,China;2)Research Centre on Fictitious Economy & Data Science,Chinese Academy of Sciences,100080,Beijing,China);RESEARCH OF SVR OPTIMIZED BY PSO COMPARED WITH BP NETWORK TRAINED BY PSO[J];Journal of Beijing Normal University(Natural Science);2008-05
2 WANG Ji-liang,CHEN Jian-ping,YANG JingCollege of Construction Engineering,Jilin University,Changchun 130026,China;Application of Distance Discriminant Analysis Method in Classification of Surrounding Rock Mass in Highway Tunnel[J];Journal of Jilin University(Earth Science Edition);2008-06
3 HU Zhe ZHENG Cheng MIN Peng-peng(Anhui University,Hefei 230039);Support Vector Machines and Application Research[J];Journal of Chongqing University of Science and Technology(Natural Sciences Edition);2008-02
4 He Deping,Xiao Yong,Xiao Xingguo,Huang Yonghong,Zhou Qingren;Application of the Support Vector Machine in Remote Sensed Image Processing[J];Urban Geotechnical Investigation & Surveying;2006-03
5 LI Miao1,2,ZHANG Ji-xian1,ZHANG Yong-hong2(1.Chinese Academy of Surveying & Mapping,Beijing 100039,China;2.Liaoning Technical University,Fuxin 123000,China);Study on the SVM Method in the MODIS Image Classification[J];Geomatics & Spatial Information Technology;2007-03
6 GAO Xi-xia,CHAI Hong-mei,CHEN Qing-hua(Harbin Institute of Geotechnical Investigation and Surveying,Harbin 150010,China);Study on the Application of Quick Bird Image in Urban Area[J];Geomatics & Spatial Information Technology;2008-02
7 LI Zhi-xiong,YUAN Xi-wen,QIU Xue-qiang,WANG Zhi-cheng (Earthquake Administration of Hainan Province,Haikou 570203,China);Using correlation factors to forecast strong earthquakes in China′s mainland with Support Vector Machine[J];Earthquake;2007-01
8 LI Ming,ZHANG Yong,LI Jun-quan,ZHANG Ya-fen (School of Computer and Communication, Lanzhou University of Technology Lanzhou 730050);Application of Improved PSO-SVM Approach in Speaker Recognition[J];Journal of University of Electronic Science and Technology of China;2007-06
9 QIN Yu-ping1,2,WANG Xiu-kun1 (1.School of Electr.and Inf.Eng.,Dalian Univ.of Technol.,Dalian 116024,China;2.College of Inf.Sci.and Eng.,Bohai Univ.,Jinzhou 121000,China);Research on an improved fast classification algorithm of support vector machines[J];Journal of Dalian University of Technology;2007-02
10 YUAN Song-gui~1 KUANG Ying-chun~2 (1.Changsha University of Science and Technology,Changsha 410076,China;2.Hunan Agricultural University,Changsha 410128,China);Insulation Fault Diagnosis of Transformer Based on Multi-Class Support Vector Machines[J];Electric Power Science and Engineering;2007-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved