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A novel biometric crypto system based on cryptographic key binding with user biometrics
- Source :
- Multimedia Systems. 27:877-891
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- Cryptography plays a significant role in ensuring data security and confidentiality. The security provided by a crypto system mainly depends on the secrecy of the cryptographic key. If the secret key gets compromised, then it may lead to compromise of the protected data. Biometric cryptosystem provides a solution for securing the cryptographic key by binding the secret key with user biometric data. In this paper, we have proposed a novel biometric crypto system involving key binding mechanism. New objective functions have been introduced to create helper data by binding the secret key with biometric data of the user. In the retrieval phase, local minima of the objective functions act as anchors to get the secret key. Performance evaluation shows that the proposed method achieves more than 98% success rate even in presence of limited noise in the biometric data. Further, performance metrics viz., FAR, GAR, GWDR and IWDR have been obtained for cryptographic key sizes of 256, 512, 1024 and 2048 bits. Security analysis shows that the proposed method is robust against brute force attack and correlation attack.
- Subjects :
- Security analysis
Biometrics
Computer Networks and Communications
Computer science
business.industry
Data security
020207 software engineering
Cryptography
02 engineering and technology
Computer security
computer.software_genre
Brute-force attack
Hardware and Architecture
Secrecy
0202 electrical engineering, electronic engineering, information engineering
Media Technology
Key (cryptography)
Cryptosystem
020201 artificial intelligence & image processing
business
computer
Software
Information Systems
Subjects
Details
- ISSN :
- 14321882 and 09424962
- Volume :
- 27
- Database :
- OpenAIRE
- Journal :
- Multimedia Systems
- Accession number :
- edsair.doi...........afc7ab848ee588e5988fc498c48ebb1c
- Full Text :
- https://doi.org/10.1007/s00530-021-00768-8