DocumentCode :
59074
Title :
Design and Analysis of a Highly User-Friendly, Secure, Privacy-Preserving, and Revocable Authentication Method
Author :
Yan Sui ; Xukai Zou ; Du, Eliza Y. ; Feng Li
Author_Institution :
Dept. of Comput. & Inf. Sci., Indiana Univ.-Purdue Univ. Indianapolis, Indianapolis, IN, USA
Volume :
63
Issue :
4
fYear :
2014
fDate :
Apr-14
Firstpage :
902
Lastpage :
916
Abstract :
A large portion of system breaches are caused by authentication failure, either during the login process or in the post-authentication session; these failures are themselves related to the limitations associated with existing authentication methods. Current authentication methods, whether proxy based or biometrics based, are not user-centric and/or endanger users´ (biometric) security and privacy. In this paper, we propose a biometrics based user-centric authentication approach. This method involves introducing a reference subject (RS), securely fusing the user´s biometrics with the RS, generating a BioCapsule (BC) from the fused biometrics, and employing BCs for authentication. Such an approach is user friendly, identity bearing yet privacy-preserving, resilient, and revocable once a BC is compromised. It also supports “one-click sign-on” across systems by fusing the user´s biometrics with a distinct RS on each system. Moreover, active and non-intrusive authentication can be automatically performed during post-authentication sessions. We formally prove that the secure fusion based approach is secure against various attacks. Extensive experiments and detailed comparison with existing approaches show that its performance (i.e., authentication accuracy) is comparable to existing typical biometric approaches and the new BC based approach also possesses many desirable features such as diversity and revocability.
Keywords :
biometrics (access control); data privacy; message authentication; sensor fusion; BC based approach; BioCapsule; RS; active authentication; authentication failure; biometrics based user centric authentication approach; login process; nonintrusive authentication; one click sign-on across systems; post authentication session; privacy preserving method; reference subject; revocable authentication method; secure fusion based approach; user biometrics fusion; Authentication; Feature extraction; Iris recognition; Measurement; Privacy; Authentication; BioCapsule (BC); biometric cryptosystem (BCS); cancelable biometrics (CB); privacy-preserving; secure fusion;
fLanguage :
English
Journal_Title :
Computers, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9340
Type :
jour
DOI :
10.1109/TC.2013.25
Filename :
6463410
Link To Document :
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