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Private Authentication with Controllable Meauserement

Kittipong Kittichokechai, Giuseppe Caire

Published Jan 1, 2016• 0 citations
OpenAlex

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We consider the problem of secret key-based authentication under a privacy constraint on the enrolled source data. The user's measurement in the authentication phase is assumed to be controllable via a cost-constrained “action” sequence. We provide a single-letter characterization of the optimal tradeoff among the secret key rate, storage rate, leakage rate, and action cost. The result can be relevant for several user-authentication scenarios including hardware-based and biometric authentication with multiple measurements. Moreover, our result includes, as a special case, a new result for secret-key generation with action-dependent side information where there is no privacy constraint on the source sequence.
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The problem of secret-key based authentication under a privacy constraint on the source sequence is considered. The identifier measurements during authentication are assumed to be controllable via a cost-constrained "action" sequence. Single-letter characterizations of the optimal trade-off among the secret-key rate, storage rate, privacy-leakage rate, and action cost are given for the four problems where noisy or noiseless measurements of the source are enrolled to generate or embed secret keys. The results are relevant for several user-authentication scenarios including physical and biometric authentications with multiple measurements. Our results include, as special cases, new results for secret-key generation and embedding with action-dependent side information without any privacy constraint on the enrolled source sequence.