2022
DOI: 10.3390/sym14102028
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Privacy Amplification Strategies in Sequential Secret Key Distillation Protocols Based on Machine Learning

Abstract: It is well known that Renyi’s entropy of order 2 determines the maximum possible length of the distilled secret keys in sequential secret key distillation protocols so that no information is leaked to the eavesdropper. There have been no attempts to estimate this key quantity based on information available to the legitimate parties to this protocol in the literature. We propose a new machine learning system, which estimates the lower bound of conditional Renyi entropy with high accuracy, based on 13 characteri… Show more

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Cited by 3 publications
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