DocumentCode
1080447
Title
Combining Crypto with Biometrics Effectively
Author
Hao, Feng ; Anderson, Ross ; Daugman, John
Author_Institution
Comput. Lab., Cambridge Univ.
Volume
55
Issue
9
fYear
2006
Firstpage
1081
Lastpage
1088
Abstract
We propose the first practical and secure way to integrate the iris biometric into cryptographic applications. A repeatable binary string, which we call a biometric key, is generated reliably from genuine iris codes. A well-known difficulty has been how to cope with the 10 to 20 percent of error bits within an iris code and derive an error-free key. To solve this problem, we carefully studied the error patterns within iris codes and devised a two-layer error correction technique that combines Hadamard and Reed-Solomon codes. The key is generated from a subject´s iris image with the aid of auxiliary error-correction data, which do not reveal the key and can be saved in a tamper-resistant token, such as a smart card. The reproduction of the key depends on two factors: the iris biometric and the token. The attacker has to procure both of them to compromise the key. We evaluated our technique using iris samples from 70 different eyes, with 10 samples from each eye. We found that an error-free key can be reproduced reliably from genuine iris codes with a 99.5 percent success rate. We can generate up to 140 bits of biometric key, more than enough for 128-bit AES. The extraction of a repeatable binary string from biometrics opens new possible applications, where a strong binding is required between a person and cryptographic operations. For example, it is possible to identify individuals without maintaining a central database of biometric templates, to which privacy objections-might be raised
Keywords
Hadamard codes; Reed-Solomon codes; biometrics (access control); cryptography; error correction codes; Hadamard codes; Reed-Solomon codes; binary string; cryptographic application; error correction technique; iris biometric system; smart card; Biometrics; Cryptography; Data privacy; Databases; Error correction; Error correction codes; Eyes; Iris; Reed-Solomon codes; Smart cards; Biometrics; Hadamard code; Reed-Solomon code.; iris code;
fLanguage
English
Journal_Title
Computers, IEEE Transactions on
Publisher
ieee
ISSN
0018-9340
Type
jour
DOI
10.1109/TC.2006.138
Filename
1668036
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