Title :
Chaos-based fingerprint images encryption using symmetric cryptography
Author_Institution :
Coll. of Electron. Eng., Xi´´an Univ. of Posts & Telecommun., XUPT, Xi´´an, China
Abstract :
In order to achieve secure access to fingerprint image, a symmetric fingerprint image encryption is proposed in this paper. The proposed algorithm is based on combination of scrambling and confusion processes. Chaotic map is used for the scrambling the addresses of the fingerprint image pixels while bit-level permutation is used to confuse the values of image pixels so as to enhance the security. Experimental results are carried out with detailed analysis to demonstrate that the proposed image encryption scheme possesses large key space to resist brute-force attack and possesses good statistical properties to frustrate statistical analysis attacks. Experiments are also performed to illustrate the robustness against malicious attacks like cropping, noising.
Keywords :
cryptography; fingerprint identification; image coding; statistical analysis; bit-level permutation; brute-force attack; chaos-based fingerprint image encryption; chaotic map; confusion process; cropping; fingerprint image pixel; malicious attack; noising; scrambling process; secure access; statistical analysis attack; statistical property; symmetric cryptography; symmetric fingerprint image encryption; Algorithm design and analysis; Chaos; Encryption; Fingerprint recognition; Histograms; Image matching; biometric authentication; chaotic map; fingerprint image; image encryption;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234120