Hiding biometric data

被引:176
作者
Jain, AK [1 ]
Uludag, U [1 ]
机构
[1] Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA
关键词
biometrics; data hiding; face; fingerprint; minutiae; steganography; watermarking;
D O I
10.1109/TPAMI.2003.1240122
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the wide spread utilization of biometric identification systems, establishing the authenticity of biometric data itself has emerged as an important research issue. The fact that biometric data is not replaceable and is not secret, combined with the existence of several types of attacks that are possible in a biometric system, make the issue of security/integrity of biometric data extremely critical. We introduce two applications of an amplitude modulation-based watermarking method, in which we hide a user's biometric data in a variety of images. This method has the ability to increase the security of both the hidden biometric data (e.g., eigen-face coefficients) and host images (e.g., fingerprints) Image adaptive data embedding methods used in our scheme lead to low visibility of the embedded signal. Feature analysis of host images guarantees high verification accuracy on watermarked (e.g., fingerprint) images.
引用
收藏
页码:1494 / 1498
页数:5
相关论文
共 16 条
  • [1] [Anonymous], 1999, Biometrics: personal identification in networked society
  • [2] [Anonymous], 2000, P ACM MULT WORKSH
  • [3] A DCT-domain system for robust image watermarking
    Barni, M
    Bartolini, F
    Cappellini, V
    Piva, A
    [J]. SIGNAL PROCESSING, 1998, 66 (03) : 357 - 372
  • [4] Cappelli R, 2000, INT C PATT RECOG, P471, DOI 10.1109/ICPR.2000.903586
  • [5] Robust watermarking of fingerprint images
    Gunsel, B
    Uludag, U
    Tekalp, AM
    [J]. PATTERN RECOGNITION, 2002, 35 (12) : 2739 - 2747
  • [6] Multimedia watermarking techniques
    Hartung, F
    Kutter, M
    [J]. PROCEEDINGS OF THE IEEE, 1999, 87 (07) : 1079 - 1107
  • [7] An identity-authentication system using fingerprints
    Jain, AK
    Hong, L
    Pankanti, S
    Bolle, R
    [J]. PROCEEDINGS OF THE IEEE, 1997, 85 (09) : 1365 - 1388
  • [8] JAIN S, 2000, P IND C COMP VIS GRA, P139
  • [9] Novel biometric digital signatures for Internet-based applications
    Janbandhu, P.K.
    Siyal, M.Y.
    [J]. Information Management and Computer Security, 2001, 9 (05): : 205 - 212
  • [10] Digital signature of color images using amplitude modulation
    Kutter, M
    Jordan, F
    Bossen, F
    [J]. STORAGE AND RETRIEVAL FOR IMAGE AND VIDEO DATABASES V, 1997, 3022 : 518 - 526