A secure biometric authentication scheme based on robust hashing

Yagiz Sutcu; Husrev Taha Sencar; Nasir Memon

A secure biometric authentication scheme based on robust hashing

Yagiz Sutcu, Husrev Taha Sencar, Nasir Memon

Center for Cyber Security

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, we propose a secure biometric based authentication scheme which fundamentally relies on the use of a robust hash function. The robust hash function is a one-way transformation tailored specifically for each user based on their biometrics. The function is designed as a sum of properly weighted and shifted Gaussian functions to ensure the security and privacy of biometric data. We discuss various design issues such as scalability, collision-freeness and security. We also provide test results obtained by applying the proposed scheme to ORL face database by designating the biometrics as singular values of face images.

Original language	English (US)
Title of host publication	Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05
Pages	111-116
Number of pages	6
State	Published - 2006
Event	7th Multimedia and Security Workshop 2005, MM and Sec'05 - New York, NY, United States Duration: Aug 1 2005 → Aug 2 2005

Publication series

Name	Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05
Volume	2006

Other

Other	7th Multimedia and Security Workshop 2005, MM and Sec'05
Country/Territory	United States
City	New York, NY
Period	8/1/05 → 8/2/05

Keywords

Authentication
Biometrics
Privacy
Robust Hashing
Security

ASJC Scopus subject areas

General Engineering

Cite this

A secure biometric authentication scheme based on robust hashing. / Sutcu, Yagiz; Sencar, Husrev Taha; Memon, Nasir.
Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05. 2006. p. 111-116 (Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05; Vol. 2006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sutcu, Y, Sencar, HT & Memon, N 2006, A secure biometric authentication scheme based on robust hashing. in Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05. Proceedings of the 7th Multimedia and Security Workshop 2005, MM and Sec'05, vol. 2006, pp. 111-116, 7th Multimedia and Security Workshop 2005, MM and Sec'05, New York, NY, United States, 8/1/05.

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ER -

A secure biometric authentication scheme based on robust hashing

Abstract

Publication series

Other

Keywords

ASJC Scopus subject areas

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