English

Deterministic Algorithms to Solve the $(n,k)$-Complete Hidden Subset Sum Problem

Combinatorics 2025-02-25 v2 Number Theory

Abstract

The Hidden Subset Sum Problem (HSSP) is a significant NP-complete problem in number theory and combinatorics, with applications in cryptography and AI privacy. For the (n,k)(n,k)-complete HSSP, where a target multiset must be recovered from its all kk-subset sums, existing algorithms face limitations due to high complexity or intractability. This paper proposes two deterministic algorithms: a brute-force approach, and a novel method leveraging symmetric polynomials and Vieta's formulas with O(u=1np(u,k)3+(nk)n)O\left(\sum_{u=1}^n p(u,\leq k)^3+\binom{n}{k}n\right) complexity, where p(u,k) p(u,\leq k) counts the number of partitions of a positive integer uu into at most kk parts. The latter constructs an nn-th degree polynomial via Vieta's formulas, whose roots correspond to the hidden multiset elements. Additionally, the discussion about the homogeneous symmetric polynomial rings is of independent interest.

Keywords

Cite

@article{arxiv.2412.04967,
  title  = {Deterministic Algorithms to Solve the $(n,k)$-Complete Hidden Subset Sum Problem},
  author = {Lixia Luo and Changheng Li and Qiongxiu Li},
  journal= {arXiv preprint arXiv:2412.04967},
  year   = {2025}
}
R2 v1 2026-06-28T20:25:31.319Z