Paper 2026/2143

SAK: Sparse Arguments of Knowledge, from Sparse Lookup Arguments

Abstract

We formalize and construct $sparse$ arguments of knowledge, where given a length $N$ witness that contains $n$ non-zero values the prover time is $O(n) \circ o(N)$. In particular, we achieve a sparse argument of knowledge for the customizable constraint system relation, which generalizes circuit-satisfiability. We achieve this by first utilizing $sublinear$ lookup arguments to provably select only the subset of the constraint system that touches the non-zero entries of the variable assignment, and then running a standard argument of knowledge with mild qualifications. Our resulting sparse argument of knowledge is publicly verifiable and supports a universal and updatable setup. It features an $O(N \log N)$ preprocessing phase, an $O(n \log n)$ prover time, and an $O(1)$ verifier time, improving on the prior $O(n \log^2 n)$ and $O(n \log N)$ prover time.