• DocumentCode
    238719
  • Title

    Edge based selective encryption scheme for biometric data using chaotic theory

  • Author

    Mehta, Garima ; Dutta, Malay Kishore ; Travieso-Gonzalez, Carlos M. ; Pyung Soo Kim

  • Author_Institution
    Amity Sch. of Eng. & Technol., Amity Univ., Noida, India
  • fYear
    2014
  • fDate
    27-29 Nov. 2014
  • Firstpage
    383
  • Lastpage
    386
  • Abstract
    Security of biometric data plays a major concern due to extensive use of biometric systems in many applications. This paper proposes an efficient method for encryption of iris images using edge based encryption algorithm based on chaotic theory. In this proposed technique, the iris image is segmented into significant and non significant blocks to find region of interest (ROI) i.e. to localize iris from complete eye image from which features are extracted to generate biometric template. Selective encryption is used to encrypt the region of interest and it reduces the computational overhead and processing time as compared to full encryption techniques. The experimental results prove that edge based selective encryption significantly reduces the time of encryption of iris images as compared to full encryption method without any compromise in performance. Performance of proposed algorithm has been experimentally analyzed using key sensitivity analysis and the results prove that the encryption algorithm has high key sensitivity and the algorithm is lossless in nature.
  • Keywords
    cryptography; edge detection; eye; feature extraction; sensitivity analysis; ROI; biometric data; biometric template; chaotic theory; edge-based selective encryption scheme; eye image; feature extraction; iris image encryption techniques; key sensitivity analysis; region-of-interest; Algorithm design and analysis; Bioinformatics; Encryption; Image edge detection; Iris recognition; Logistics; Arnold Cat Map; Edge Based Selective Encryption; Logistic Map; Region of Interest;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Contemporary Computing and Informatics (IC3I), 2014 International Conference on
  • Conference_Location
    Mysore
  • Type

    conf

  • DOI
    10.1109/IC3I.2014.7019712
  • Filename
    7019712