Code Constructions for Physical Unclonable Functions and Biometric Secrecy Systems
Information Theory
2020-02-27 v3 Cryptography and Security
Multimedia
Signal Processing
math.IT
Probability
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.
Keywords
Cite
@article{arxiv.1709.00275,
title = {Code Constructions for Physical Unclonable Functions and Biometric Secrecy Systems},
author = {Onur Günlü and Onurcan İşcan and Vladimir Sidorenko and Gerhard Kramer},
journal= {arXiv preprint arXiv:1709.00275},
year = {2020}
}
Comments
To appear in IEEE Transactions on Information Forensics and Security