Code Constructions for Physical Unclonable Functions and Biometric Secrecy Systems

September 01, 2017 Β· Declared Dead Β· πŸ› IEEE Transactions on Information Forensics and Security

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Authors Onur Günlü, Onurcan İşcan, Vladimir Sidorenko, Gerhard Kramer arXiv ID 1709.00275 Category cs.IT: Information Theory Cross-listed cs.CR, cs.MM, eess.SP, math.PR Citations 37 Venue IEEE Transactions on Information Forensics and Security Last Checked 6 months ago
Abstract
The two-terminal key agreement problem with biometric or physical identifiers is considered. Two linear code constructions based on Wyner-Ziv coding are developed. The first construction uses random linear codes and achieves all points of the key-leakage-storage regions of the generated-secret and chosen-secret models. The second construction uses nested polar codes for vector quantization during enrollment and for error correction during reconstruction. Simulations show that the nested polar codes achieve privacy-leakage and storage rates that improve on existing code designs. One proposed code achieves a rate tuple that cannot be achieved by existing methods.
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