Robust iris verification for key management
In this paper, we present a method for secret key generation and recovery based on iris verification that, unlike typical systems which store iris templates persistently, stores recovery information on a smart card carried by the user. The scheme uses error-correcting codes to overcome the noisiness inherent in biometric readings. Our iris template incorporates reliable region selection, reliable bit estimation and one-sided masking techniques that provide for both robust verification and large key sizes. An implementation and experiments with the University of Bath iris dataset indicate that our scheme provides for generation and recovery of 260-bit keys with an EER of 0%.
iris verification error-correcting codes one-sided masking biometric authentication reliable bit selection biometric key generation