Wednesday, September 12, 2018

A NOVEL DATA ENCRYPTION TECHNIQUE BY GENETIC CROSSOVER OF ROBUST BIOMETRIC KEY AND SESSION BASED PASSWORD

A NOVEL DATA ENCRYPTION TECHNIQUE BY GENETIC CROSSOVER OF ROBUST BIOMETRIC KEY AND SESSION BASED PASSWORD
Tanmay Bhattacharya1, Sirshendu Hore 2, Ayan Mukherjee 3 and S. R. Bhadra Chaudhuri4
1 Sr. Lecturer, Dept. of IT, JIS College Engineering, Kalyani, West Bengal, India.
2Lecturer, Dept. of CSE, Hooghly Engineering & Technology College,Pipulpati,Hooghly, West Bengal, India.
3 Lecturer, Dept. of CSE, Institute of Science & Technology, Chandrakona Town,Paschim Medinipur, West Bengal, India.
4Professor, Dept. of E&TC Engg., Bengal Engineering & Science University, Shibpur,Howrah, West Bengal, India.

ABSTRACT

In Fingerprint based Biometric authentication image of the fingerprint can be scanned and can be used later on for the purpose of authentication. So this process does not provide very high security. This paper proposes another level of security by using the concept of combined key. The key is obtained by crossing over of the Session key generated from the password given by the legitimate user and the Biometric key generated from the fingerprint of the same user. The proposed approach trained the system by Artificial Neural Network in such a way that a small portion of the fingerprint is enough to generate the Biometric key which minimizes the chance of false rejection. So in this approach there is a significant improvement of the traditional authentication techniques.

KEYWORDS

ANN; Minutiae; Sessionbased; Training; SHA-512, Crossover;

No comments:

Post a Comment

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#networksecurity #artificialintelligence #machinelearning #security #blockchain #technology #cybersecurity #cloud #fog #edge #crytography #p...