Skip to main content

2018 | OriginalPaper | Buchkapitel

Cancelable Biometrics Using Geometric Transformations and Bio Hashing

verfasst von : R. Parkavi, K. R. Chandeesh Babu, T. Neelambika, P. Shilpa

Erschienen in: Computational Vision and Bio Inspired Computing

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Biometrics is a security system which includes the physical traits of a person such as facial features, fingerprints, iris detection etc for the verification and authentication of a system. These features are stored as a template also known as a biometric template in database or server. Once the Biometric template is compromised it cannot be changed like the passwords and therefore to ensure cancelability of several biometric templates several papers were introduced. Cancelability is a method of generating a new biometric template from the original template using several approaches and algorithms. In this paper cancelability in biometrics is achieved by applying algorithms such as geometric transformations and bio hashing algorithms. First, at the time of registering user, the traits of a user such as a fingerprint and a face is scanned using a scanner and the biometric template thus obtained is encrypted first using geometric transformation algorithms such as Cartesian transform, polar transform and functional transforms. Then bio hashing is applied to the user specified tokenized random number to the transformed template to obtain the encrypted template. The encrypted template is stored in the database which can be further used for verification. In the case of security attacks which may compromise the biometric template a new set of a template is obtained from the same user by using the different set of tokenized random numbers.

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 Toli, C.A. et al.: A survey on multimodal biometrics and the protection of their templates. International Federation for Information Processing (2015) Toli, C.A. et al.: A survey on multimodal biometrics and the protection of their templates. International Federation for Information Processing (2015)
2.
Zurück zum Zitat Hirano, T., Ito, T., Kawai, Y.: A practical attack to AINA2014’s countermeasure for cancelable biometric authentication protocols. In: International Symposium on Information Theory and Its Applications (ISITA) (2016) Hirano, T., Ito, T., Kawai, Y.: A practical attack to AINA2014’s countermeasure for cancelable biometric authentication protocols. In: International Symposium on Information Theory and Its Applications (ISITA) (2016)
3.
Zurück zum Zitat Othman, A., Ross, A.: On mixing fingerprints. IEEE Trans. Inf. Forensics and Secur. 8(1) (2013) Othman, A., Ross, A.: On mixing fingerprints. IEEE Trans. Inf. Forensics and Secur. 8(1) (2013)
4.
Zurück zum Zitat Prassanalakhsmi, B., Kannammal, A., Gomathi, B., Deepa, K., Sridevi, R.: Biometric cryptosystem involving two traits and palm vein as key. In: International Conference on Communication Technology and System Design (2011) Prassanalakhsmi, B., Kannammal, A., Gomathi, B., Deepa, K., Sridevi, R.: Biometric cryptosystem involving two traits and palm vein as key. In: International Conference on Communication Technology and System Design (2011)
5.
Zurück zum Zitat Tech, A.B.J., Yuang, C.T.: Cancelable biometrics realization with multispace random projections. IEEE Trans. Syst. Man Cybern. (2007) Tech, A.B.J., Yuang, C.T.: Cancelable biometrics realization with multispace random projections. IEEE Trans. Syst. Man Cybern. (2007)
6.
Zurück zum Zitat Maiorana, E., Campisi, P., Ortega-garcia, J., Neri, A.: Cancelable templates for sequence-based biometrics with application to on-line signature recognition. IEEE Trans. Syst. Man Cybern.—Part A: Syst. Humans 40(3) (2010) Maiorana, E., Campisi, P., Ortega-garcia, J., Neri, A.: Cancelable templates for sequence-based biometrics with application to on-line signature recognition. IEEE Trans. Syst. Man Cybern.—Part A: Syst. Humans 40(3) (2010)
7.
Zurück zum Zitat Ratha, N.K., Chikkerur, S., Connell, J.H.: Generating cancelable fingerprint templates. IEEE Trans. Pattern Anal. Mach. Learn. (2007) Ratha, N.K., Chikkerur, S., Connell, J.H.: Generating cancelable fingerprint templates. IEEE Trans. Pattern Anal. Mach. Learn. (2007)
8.
Zurück zum Zitat Piciucco, E., Maiorana, E., Kauba, C.: Cancelable biometrics for finger vein recognition. In: First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE) (2016) Piciucco, E., Maiorana, E., Kauba, C.: Cancelable biometrics for finger vein recognition. In: First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE) (2016)
9.
Zurück zum Zitat Lee, C., Choi, J.Y., Toh, K.A., Lee, S., Kim, J.: Alignment-free cancelable fingerprint templates based on local minutiae information. IEEE Trans. Syst. Man Cybern.—Part B: Cybern. 37(4) (2007) Lee, C., Choi, J.Y., Toh, K.A., Lee, S., Kim, J.: Alignment-free cancelable fingerprint templates based on local minutiae information. IEEE Trans. Syst. Man Cybern.—Part B: Cybern. 37(4) (2007)
10.
Zurück zum Zitat Rathgeb, C., Breitinger, F., Busch, C.: Alignment-free cancelable iris biometric templates based on adaptive bloom filters. In: International Conference on Biometrics (ICB) (2013) Rathgeb, C., Breitinger, F., Busch, C.: Alignment-free cancelable iris biometric templates based on adaptive bloom filters. In: International Conference on Biometrics (ICB) (2013)
11.
Zurück zum Zitat Kaur, K, Khanna, P.: Gaussian random projection based non-invertible cancelable biometric templates. In: Eleventh International Multi-Conference on Information Processing-2015 (IMCIP) (2015) Kaur, K, Khanna, P.: Gaussian random projection based non-invertible cancelable biometric templates. In: Eleventh International Multi-Conference on Information Processing-2015 (IMCIP) (2015)
12.
Zurück zum Zitat Choudhury, B., Then, P., Raman, V.: Cancelable iris biometrics based on data hiding schemes. In: IEEE Student Conference on Research and Development (SCOReD) (2016) Choudhury, B., Then, P., Raman, V.: Cancelable iris biometrics based on data hiding schemes. In: IEEE Student Conference on Research and Development (SCOReD) (2016)
Metadaten
Titel
Cancelable Biometrics Using Geometric Transformations and Bio Hashing
verfasst von
R. Parkavi
K. R. Chandeesh Babu
T. Neelambika
P. Shilpa
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-71767-8_57

Neuer Inhalt