• DocumentCode
    2274948
  • Title

    Face template protection using chaotic encryption

  • Author

    Weichun Cheng ; Gaoyun An

  • Author_Institution
    Inst. of Inf. Sci., Beijing Jiaotong Univ., Beijing, China
  • fYear
    2013
  • fDate
    22-258 Nov. 2013
  • Firstpage
    245
  • Lastpage
    248
  • Abstract
    With the wide spread of biometric system and growing concerns about personal privacy, the security of biometric template itself is more important for a biometric system. Chaotic systems have significant properties, such as pseudorandom property, ergodicity, sensitivity to initial conditions and system parameters etc. These make it suitable for image encryption and there are many applications adopted chaotic encryption in this area. In this paper, we propose a template protection algorithm for face recognition adopted chaotic cryptographic technology. The original template is created by Fisherface, then scrambled by the chaotic sequences generate based on logistic map in order to protect the privacy of original template. Experimental results on ORL database show that, the LDA features disturbed utilize Logistic map can ensure the security of the original template and the performance of the system is not significant degraded.
  • Keywords
    chaotic communication; cryptography; data protection; face recognition; feature extraction; image coding; image sequences; Fisherface; LDA features; ORL database; biometric system; biometric template security; chaotic cryptographic technology; chaotic encryption; chaotic sequence; face recognition; face template protection algorithm; image encryption; logistic map; personal privacy protection; biometric; chaotic encryption; face recgonition; logistic map; security;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Wireless, Mobile and Multimedia Networks (ICWMMN 2013), 5th IET International Conference on
  • Conference_Location
    Beijing
  • Electronic_ISBN
    978-1-84919-726-7
  • Type

    conf

  • DOI
    10.1049/cp.2013.2417
  • Filename
    6827834