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Improving functional reliability of biometric identification systems by introducing redundancy
- Source :
- Безопасность информационных технологий, Vol 29, Iss 2, Pp 36-45 (2022)
- Publication Year :
- 2022
- Publisher :
- Joint Stock Company "Experimental Scientific and Production Association SPELS, 2022.
-
Abstract
- The paper demonstrates a need to study the functional reliability of identification systems and the applicability of methods for ensuring the functional reliability of information systems for biometric identification systems. Methods of ensuring functional reliability of biometric identification systems via providing indicators of reliability of identification devices and introducing redundancy are considered. The applicability of the methods for biometric identification systems is investigated, its advantages and disadvantages are evaluated. Triple modular redundancy scheme has been developed for the program redundancy using N-version programming. An appropriate reliability scheme based on the principles of dual programming has been developed to implement the identification system with one additional redundant element. Based on the NIST statistics of face recognition algorithms for the developed reliability schemes the reliability indicators were evaluated and its advantages over a system consisting of a single non-redundant element have been shown. The proposed reliability schemes are consistent with the practice of ensuring the functional reliability of information systems and can be integrated into biometric identification systems that use biometric data as the main access identifier.
- Subjects :
- Information technology
T58.5-58.64
Information theory
Q350-390
Subjects
Details
- Language :
- English, Russian
- ISSN :
- 20747128 and 20747136
- Volume :
- 29
- Issue :
- 2
- Database :
- Directory of Open Access Journals
- Journal :
- Безопасность информационных технологий
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.448775e71d36442d8fdfe7894f803257
- Document Type :
- article
- Full Text :
- https://doi.org/10.26583/bit.2022.2.03