Paper Info
Title
Criteria towards metrics for benchmarking template protection algorithms
Abstract
Traditional criteria used in biometric performance evaluation do not cover all the performance aspects of biometric template protection (BTP) and the lack of well-defined metrics inhibits the proper evaluation of such methods. Previous work in the literature focuses, in general, on a limited set of criteria and methods. This paper provides the first holistic approach to the evaluation of biometric template protection that is able to cover a whole range of methods. We present a selection of well-defined criteria and some metrics that are compliant with the reference architecture for template protection as defined in the recently adopted standard ISO/IEC 24745 (2011), which is applicable to nearly all known BTP methods. The criteria have been grouped in three categories of performance: technical, protection, and operational.
Year
DOI
Venue
2012
10.1109/ICB.2012.6199799
Biometrics
Keywords
Field
DocType
authorisation,benchmark testing,biometrics (access control),cryptography,performance evaluation,BTP methods,ISO/IEC 24745 standard,benchmarking template protection algorithm,biometric performance evaluation,operational category,protection category,technical category
Data mining,Biometrics access control,Computer science,Cryptography,Authorization,Reference architecture,Biometrics,Benchmarking,Benchmark (computing)
Conference
ISBN
Citations 
PageRank 
978-1-4673-0397-2
32
1.06
References 
Authors
22
7
Name
Order
Citations
PageRank
Koen Simoens120110.30
Bian Yang219718.08
Xuebing Zhou315013.14
Filipe Beato41206.97
Christoph Busch533931.75
Elaine M. Newton622815.48
Bart Preneel76249695.32