English

The Role of Reusable and Single-Use Side Information in Private Information Retrieval

Information Theory 2022-01-28 v1 Information Retrieval math.IT

Abstract

This paper introduces the problem of Private Information Retrieval with Reusable and Single-use Side Information (PIR-RSSI). In this problem, one or more remote servers store identical copies of a set of KK messages, and there is a user that initially knows MM of these messages, and wants to privately retrieve one other message from the set of KK messages. The objective is to design a retrieval scheme in which the user downloads the minimum amount of information from the server(s) while the identity of the message wanted by the user and the identities of an M1M_1-subset of the MM messages known by the user (referred to as reusable side information) are protected, but the identities of the remaining M2=MM1M_2=M-M_1 messages known by the user (referred to as single-use side information) do not need to be protected. The PIR-RSSI problem reduces to the classical Private Information Retrieval (PIR) problem when M1=M2=0{M_1=M_2=0}, and reduces to the problem of PIR with Private Side Information or PIR with Side Information when M11,M2=0{M_1\geq 1,M_2=0} or M1=0,M21{M_1=0,M_2\geq 1}, respectively. In this work, we focus on the single-server setting of the PIR-RSSI problem. We characterize the capacity of this setting for the cases of M1=1,M21{M_1=1,M_2\geq 1} and M11,M2=1{M_1\geq 1,M_2=1}, where the capacity is defined as the maximum achievable download rate over all PIR-RSSI schemes. Our results show that for sufficiently small values of KK, the single-use side information messages can help in reducing the download cost only if they are kept private; and for larger values of KK, the reusable side information messages cannot help in reducing the download cost.

Keywords

Cite

@article{arxiv.2201.11605,
  title  = {The Role of Reusable and Single-Use Side Information in Private Information Retrieval},
  author = {Anoosheh Heidarzadeh and Alex Sprintson},
  journal= {arXiv preprint arXiv:2201.11605},
  year   = {2022}
}