Reliable Keystroke Biometric System based on a small number of keystroke samples

被引：0
|
作者：
Chang, Woojin [1 ]
机构：
[1] Seoul Natl Univ, Dept Ind Engn, Seoul 151742, South Korea
来源：
EMERGING TRENDS IN INFORMATION AND COMMUNICATION SECURITY, PROCEEDINGS | 2006年 / 3995卷
关键词：
Keystroke Biometric System; Discrete Wavelet Transform; training set; resampling; hierarchical tree-based classification;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Less than ten keystroke samples from a legitimate user can make Keystroke Biometric System (KBS) reliable. Based on user's original keystroke samples, artificial keystroke samples are produced by resampling techniques in both time and wavelets domains. KBS constructed from these original and artificial keystroke samples shows smaller error rates than KBS from original keystroke samples only. Our resampling techniques can reduce user's workload for keystroke pattern registration while maintaining practically allowable error rates of KBS.
引用
收藏
页码：312 / 320
页数：9
相关论文
共 50 条
  • [1] KEYSTROKE DYNAMICS AUTHENTICATION USING A SMALL NUMBER OF SAMPLES
    Capek, Jan
    Hub, Miloslav
    E & M EKONOMIE A MANAGEMENT, 2020, 23 (04): : 215 - 226
  • [2] Keystroke biometric system using wavelets
    Chang, WJ
    ADVANCES IN BIOMETRICS, PROCEEDINGS, 2006, 3832 : 647 - 653
  • [3] Keystroke Dynamics Based Biometric Identification
    Boz, Hasan Alp
    Gurkan, Mert
    Yanikoglu, Berrin
    2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [4] GREYC Keystroke: a Benchmark for Keystroke Dynamics Biometric Systems
    Giot, Romain
    El-Abed, Mohamad
    Rosenberger, Christophe
    2009 IEEE 3RD INTERNATIONAL CONFERENCE ON BIOMETRICS: THEORY, APPLICATIONS AND SYSTEMS, 2009, : 419 - +
  • [5] Biometric Identification Based on Keystroke Dynamics
    Kasprowski, Pawel
    Borowska, Zaneta
    Harezlak, Katarzyna
    SENSORS, 2022, 22 (09)
  • [6] Keystroke dynamics as a biometric for authentication
    Monrose, F
    Rubin, AD
    FUTURE GENERATION COMPUTER SYSTEMS, 2000, 16 (04) : 351 - 359
  • [7] A Secured and Reliable Biometric User Authentication Using Keystroke Template Method
    Visumathi, J.
    Jayarin, P. Jesu
    JOURNAL OF APPLIED SECURITY RESEARCH, 2015, 10 (03) : 375 - 384
  • [8] A Keystroke Biometric System for Long-Text input
    Tappert, Charles C.
    Cha, Sung-Hyuk
    Villani, Mary
    Zack, Robert S.
    INTERNATIONAL JOURNAL OF INFORMATION SECURITY AND PRIVACY, 2010, 4 (01) : 32 - 60
  • [9] Keystroke Biometric Systems for User Authentication
    Ali, Md Liakat
    Monaco, John V.
    Tappert, Charles C.
    Qiu, Meikang
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2017, 86 (2-3): : 175 - 190
  • [10] Keystroke Biometric Systems for User Authentication
    Md Liakat Ali
    John V. Monaco
    Charles C. Tappert
    Meikang Qiu
    Journal of Signal Processing Systems, 2017, 86 : 175 - 190
12345