Polar Coding for Secret-Key Generation

Rémi A. Chou, Matthieu R. Bloch, Emmanuel Abbe

Research output: Contribution to journalArticle

44 Scopus citations

Abstract

Practical implementations of secret-key generation are often based on sequential strategies, which handle reliability and secrecy in two successive steps, called reconciliation and privacy amplification. In this paper, we propose an alternative approach based on polar codes that jointly deals with reliability and secrecy. Specifically, we propose secret-key capacity-achieving polar coding schemes for the following models: (i) the degraded binary memoryless source (DBMS) model with rate-unlimited public communication, (ii) the DBMS model with one-way rate-limited public communication, (iii) the 1-to-m broadcast model and (iv) the Markov tree model with uniform marginals. For models (i) and (ii) our coding schemes remain valid for non-degraded sources, although they may not achieve the secret-key capacity. For models (i), (ii) and (iii), our schemes rely on pre-shared secret seed of negligible rate; however, we provide special cases of these models for which no seed is required. Finally, we show an application of our results to secrecy and privacy for biometric systems. We thus provide the first examples of low-complexity secret-key capacity-achieving schemes that are able to handle vector quantization for model (ii), or multiterminal communication for models (iii) and (iv).

Original languageEnglish (US)
Article number7217814
Pages (from-to)6213-6237
Number of pages25
JournalIEEE Transactions on Information Theory
Volume61
Issue number11
DOIs
StatePublished - Nov 1 2015

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

Keywords

  • Secret-key generation
  • information-theoretic security
  • polar codes

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    Chou, R. A., Bloch, M. R., & Abbe, E. (2015). Polar Coding for Secret-Key Generation. IEEE Transactions on Information Theory, 61(11), 6213-6237. [7217814]. https://doi.org/10.1109/TIT.2015.2471179