Paper 2023/210

New Generic Constructions of Error-Correcting PIR and Efficient Instantiations

Abstract

A $b$-error-correcting $m$-server Private Information Retrieval (PIR) protocol enables a client to privately retrieve a data item of a database from $m$ servers even in the presence of $b$ malicious servers. List-decodable PIR is a generalization of error-correcting PIR to achieve a smaller number of servers at the cost of giving up unique decoding. Previous constructions of error-correcting and list-decodable PIR have exponential computational complexity in $m$ or cannot achieve sub-polynomial communication complexity $n^{o(1)}$, where $n$ is the database size. Recently, Zhang, Wang and Wang (ASIACCS 2022) presented a non-explicit construction of error-correcting PIR with $n^{o(1)}$ communication and polynomial computational overhead in $m$. However, their protocol requires the number of servers to be larger than the minimum one $m=2b+1$ and they left it as an open problem to reduce it. As for list-decodable PIR, there is no construction with $n^{o(1)}$ communication. In this paper, we propose new generic constructions of error-correcting and list-decodable PIR from any one-round regular PIR. Our constructions increase computational complexity only by a polynomial factor in $m$ while the previous generic constructions incur $\binom{m}{b}$ multiplicative overheads. Instantiated with the best-known protocols, our construction provides for the first time an explicit error-correcting PIR protocol with $n^{o(1)}$ communication, which reduces the number of servers of the protocol by Zhang, Wang and Wang (ASIACCS 2022). For sufficiently large $b$, we also show the existence of $b$-error-correcting PIR with $n^{o(1)}$ communication achieving the minimum number of servers, by allowing for two rounds of interaction. Furthermore, we show an extension to list-decodable PIR and obtain for the first time a protocol with $n^{o(1)}$ communication. Other instantiations improve the communication complexity of the state-of-the-art $t$-private protocols in which $t$ servers may collude. Along the way, we formalize the notion of \textit{locally surjective map families}, which generalize perfect hash families and may be of independent interest.