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.
翻译:考虑了生物鉴别学或物理识别特征的两端关键协议问题。开发了基于Wyner-Ziv编码的两种线性代码构造。第一种建筑使用随机线性代码,并达到生成的机密和选定的机密模型的关键漏泄储存区的所有点。第二种建筑使用嵌套极地代码进行矢量量化,并在重建过程中进行错误纠正。模拟显示嵌套的极地代码实现了隐私渗漏率和储存率,从而改进了现有的代码设计。一种拟议的代码实现了无法通过现有方法实现的速率。