Skip to main content

2020 | OriginalPaper | Buchkapitel

Face Template Protection Algorithm Based on DNA Encoding Encryption

verfasst von : Futong He, Jiaqi Zhen

Erschienen in: Communications, Signal Processing, and Systems

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the rapid development of information technology, biometric technology has been widely used. However, biological information is limited to everyone, once it is leaked, it can no longer be safely used, which will cause lifelong damage to users. Therefore, the study of biological template protection technology is of great significance. This paper introduces the deoxyribonucleic acid (DNA) coding theory into biometric template protection and proposes a face template protection algorithm based on DNA coding encryption. Experiments and analyses are carried out on Olivetti Research Laboratory (ORL) face database. The results show that the proposed algorithm not only enhances the security of the original template, but also ensures the recognition performance of the system.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Kevenaar TAM, Lemma AN. System and method for verifying the identity of an individual by employing biometric data features associated with the individual. US, US9160522; 2015. Kevenaar TAM, Lemma AN. System and method for verifying the identity of an individual by employing biometric data features associated with the individual. US, US9160522; 2015.
2.
Zurück zum Zitat Zhang XC, Han F, Niu Y. Chaotic image encryption algorithm based on bit permutation and dynamic DNA encoding. Comput Intell Neurosci. 2017:1–11. Zhang XC, Han F, Niu Y. Chaotic image encryption algorithm based on bit permutation and dynamic DNA encoding. Comput Intell Neurosci. 2017:1–11.
3.
Zurück zum Zitat Shao X, Xu H, Veldhuis RNJ et al. A concatenated coding scheme for biometric template protection. IEEE international conference on acoustics, speech and signal processing; 2012. p. 1865–8. Shao X, Xu H, Veldhuis RNJ et al. A concatenated coding scheme for biometric template protection. IEEE international conference on acoustics, speech and signal processing; 2012. p. 1865–8.
4.
Zurück zum Zitat Zhang Q , Wei X. A novel couple images encryption algorithm based on DNA subsequence operation and chaotic system [J]. Optik Int J Light and Electron Opt; 2013;124(23):6276–6281.CrossRef Zhang Q , Wei X. A novel couple images encryption algorithm based on DNA subsequence operation and chaotic system [J]. Optik Int J Light and Electron Opt; 2013;124(23):6276–6281.CrossRef
5.
Zurück zum Zitat Clark F, Brook BW, Delean S, et al. The theta-logistic is unreliable for modelling most census data. Methods Ecol Evol. 2010;1:253–62. Clark F, Brook BW, Delean S, et al. The theta-logistic is unreliable for modelling most census data. Methods Ecol Evol. 2010;1:253–62.
6.
Zurück zum Zitat Bari AT, Reaz MR, Islam AK, et al. Effective encoding for DNA sequence visualization based on nucleotide’s ring structure. Evol Bioinform. 2013;9:251–61.CrossRef Bari AT, Reaz MR, Islam AK, et al. Effective encoding for DNA sequence visualization based on nucleotide’s ring structure. Evol Bioinform. 2013;9:251–61.CrossRef
7.
Zurück zum Zitat Zhu Q. Multi-directional two-dimensional PCA with matching score level fusion for face recognition. Neural Comput Appl. 2013;23:169–74.CrossRef Zhu Q. Multi-directional two-dimensional PCA with matching score level fusion for face recognition. Neural Comput Appl. 2013;23:169–74.CrossRef
8.
Zurück zum Zitat Zhang X, Cao Y. A novel chaotic map and an improved chaos-based image encryption scheme. Sci World J. 2014;2014:1–8. Zhang X, Cao Y. A novel chaotic map and an improved chaos-based image encryption scheme. Sci World J. 2014;2014:1–8.
9.
Zurück zum Zitat Awad A, Miri A. A new image encryption algorithm based on a chaotic DNA substitution method. In: IEEE international conference on communications; 2012. p. 963–71. Awad A, Miri A. A new image encryption algorithm based on a chaotic DNA substitution method. In: IEEE international conference on communications; 2012. p. 963–71.
10.
Zurück zum Zitat Cui H, Liu J, Chen P, et al. Facial feature extraction based on MB_LBP and improved Fast PCA algorithm. Microcomput Appl. 2015;15:29–32. Cui H, Liu J, Chen P, et al. Facial feature extraction based on MB_LBP and improved Fast PCA algorithm. Microcomput Appl. 2015;15:29–32.
Metadaten
Titel
Face Template Protection Algorithm Based on DNA Encoding Encryption
verfasst von
Futong He
Jiaqi Zhen
Copyright-Jahr
2020
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-6504-1_48