On Information-Theoretic Secure Multiparty Computation with Local Repairability

Daniel Escudero, Ivan Tjuawinata, Chaoping Xing

Abstract: In this work we consider the task of designing information-theoretic MPC protocols for which the state of a given party can be recovered from a small amount of parties, a property we refer to as local repairability. This is useful when considering MPC over dynamic settings where parties leave and join a computation, a scenario that has gained notable attention in recent literature. Thanks to the results of (Cramer et al. EUROCRYPT’00), designing such protocols boils down to constructing a linear secret-sharing scheme (LSSS) with good locality, that is, each share is determined by only a small amount of other shares, that also satisfies the so-called multiplicativity property. Previous constructions that achieve locality (e.g. using locally recoverable codes—LRCs) do not enjoy multiplicativity, and LSSS that are multiplicative (e.g. Shamir’s secret-sharing) do not satisfy locality. Our construction bridges this literature gap by showing the existence of an LSSS that achieves both properties simultaneously.