English

Achieving Capacity of PIR with Private Side Information with Low Sub-packetization and without MDS Codes

Information Theory 2024-01-31 v1 math.IT

Abstract

This paper revisits the problem of multi-server Private Information Retrieval with Private Side Information (PIR-PSI). In this problem, NN non-colluding servers store identical copies of KK messages, each comprising LL symbols from Fq\mathbb{F}_q, and a user, who knows MM of these messages, wants to retrieve one of the remaining KMK-M messages. The user's goal is to retrieve the desired message by downloading the minimum amount of information from the servers while revealing no information about the identities of the desired message and side information messages to any server. The capacity of PIR-PSI, defined as the maximum achievable download rate, was previously characterized for all NN, KK, and MM when LL and qq are sufficiently large -- specifically, growing exponentially with KK, to ensure the divisibility of each message into NKN^K sub-packets and to guarantee the existence of an MDS code with its length and dimension being exponential in KK. In this work, we propose a new capacity-achieving PIR-PSI scheme that is applicable to all NN, KK, MM, LL, and qq where NM+1N\geq M+1 and N1LN-1\mid L. The proposed scheme operates with a sub-packetization level of N1N-1, independent of KK, and works over any finite field without requiring an MDS code.

Keywords

Cite

@article{arxiv.2401.16630,
  title  = {Achieving Capacity of PIR with Private Side Information with Low Sub-packetization and without MDS Codes},
  author = {Leila Erhili and Anoosheh Heidarzadeh},
  journal= {arXiv preprint arXiv:2401.16630},
  year   = {2024}
}