In this work, a flexible and robust private information retrieval (PIR) scheme based on binary non-maximum distance separable (non-MDS) codes is considered. This combines previous works on PIR schemes based on transitive non-MDS codes on one hand, and PIR from MDS-coded Byzantine and non-responsive servers on the other hand. More specifically, a PIR scheme employing binary Reed-Muller (RM) codes tolerant to colluding, Byzantine, and non-responsive servers is constructed, and bounds for the achievable rates are derived under certain conditions. The construction of such schemes turns out to be much more involved than for MDS codes. Namely, the binary query vectors have to be selected with great care to hit the desired information sets, which is technically challenging as will be shown.
翻译:在这项工作中,考虑了基于非最大距离可分离二进制(非MDS)代码的灵活和稳健的私人信息检索(PIR)计划,将基于中转非MDS代码的PIR计划先前的工作与来自MDS编码的Byzantine和非响应服务器的PIR计划合并起来。更具体地说,采用了可兼容的二进制Reed-Muler(RM)代码的PIR计划,建立了Byzantine和不响应服务器,并在某些条件下产生了可实现费率的界限。这类计划的构建比MDS代码的参与程度要大得多。也就是说,必须非常谨慎地选择二进制查询矢量,以达到预期的信息数据集,而这在技术上将具有挑战性。