Title : 
Methods of reducing bio-cryptographic algorithms computational complexity
         
        
            Author : 
Velciu, Marius-Alexandru ; Patriciu, Victor-Valeriu
         
        
            Author_Institution : 
Comput. Sci. Dept., Mil. Tech. Acad., Bucharest, Romania
         
        
        
        
        
        
            Abstract : 
Traditional biometric systems have always been regarded with skepticism, due to the uniqueness and universality features of human biometrics - once stolen or compromised, they cannot be safely replaced. For this reason, common efforts of Cryptography and biometric systems researchers gave birth to Bio-cryptography, a domain which proposes to overcome the main security issues associated with biometrics usage, by generating or securing existing cryptographic keys, using biometric data. The main advantages brought by Bio-cryptography are represented by eliminating the need for storing biometric templates and the flexibility of resulted bio-cryptograms. On the other hand, one major drawback concerning bio-cryptographic algorithms is their high consumption of computational resources, caused by the various mathematical processing and large amounts of data used. This paper proposes two methods of reducing bio-cryptographic algorithms computational complexity: the usage of error-correcting codes in the secret key recovery stage and the shared biocryptograms approach for the entire biometric encryption process.
         
        
            Keywords : 
biometrics (access control); computational complexity; cryptography; error correction codes; bio-cryptograms; bio-cryptographic algorithms computational complexity; bio-cryptography; biometric data; biometric encryption process; biometric system; biometric template; biometrics usage; cryptographic key; error-correcting code; human biometrics; mathematical processing; secret key recovery stage; shared biocryptogram; Computational complexity; Encoding; Encryption; Polynomials; Reed-Solomon codes; Fuzzy Vault scheme; Lagrange Interpolation; Reed-Solomon error-correcting codes; bio-cryptographic algorithms; biometric encryption; shared bio-cryptograms;
         
        
        
        
            Conference_Titel : 
Computational Intelligence and Informatics (CINTI), 2014 IEEE 15th International Symposium on
         
        
            Conference_Location : 
Budapest
         
        
        
            DOI : 
10.1109/CINTI.2014.7028667