Partial Derandomization for Leakage-Resilient Shamir's Secret Sharing over Composite Order Fields
- URL: http://arxiv.org/abs/2607.28757v1
- Date: Thu, 30 Jul 2026 18:24:52 GMT
- Title: Partial Derandomization for Leakage-Resilient Shamir's Secret Sharing over Composite Order Fields
- Abstract summary: Previously, Maji et al. showed that random evaluation places yield Shamir's secret sharing over the composite order field $mathbbF_pd$.<n>We present a partial derandomization of evaluation places, improving upon Maji et al. result for a restricted regime of parameters.<n>Our construction is valid for the regime $n = O(d/log_p d)$, and any reconstruction threshold $k ge 2$; in fact, the scheme attains perfect security (statistical distance exactly zero) against single-block leakage
- Score: 0.16244541005112745
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: We make progress on the question of constructing explicit evaluation places for leakage-resilient Shamir's secret sharing, over composite order fields. Previously, Maji et al. (EUROCRYPT 2024) showed that random evaluation places yield Shamir's secret sharing over the composite order field $\mathbb{F}_{p^d}$ that is statistically secure against physical-bit leakage. Later, Nguyen (EUROCRYPT 2025) established a dichotomy that linear code-based secret-sharing scheme over the field $\mathbb{F}_{p^d}$ is either statistically secure or completely insecure against such leakage. Building upon Nguyen's dichotomy, we present a partial derandomization of evaluation places, improving upon the Maji et al. result for a restricted regime of parameters. We replace the random choice of $n$ independent evaluation places by the iterates $x_j = Φ^j(x_0)$ of a simple fixed rational function $Φ$, where the initial point $x_0 \in \mathbb{F}_{p^d}^*$ is randomly chosen. The randomness in the evaluation places thus drops from $nd \log p$ bits to $d\log p$ bits. Our construction is valid for the regime $n = O(d/\log_p d)$, and any reconstruction threshold $k \ge 2$; in fact, the scheme attains perfect security (statistical distance exactly zero) against single-block leakage. Our technique is a partial fraction nondegeneracy argument that exploits the distinct poles of the rational iterates.
Related papers
- Privacy Amplification Without Independence: How Far Negative Dependence Carries the Guarantees of Poisson Subsampling [3.6238624372073254]
We prove a linear law for the Rényi-difference criterion for random allocation with $k=1$.<n>We give a substitution map for privacy accounting: when Poisson-based computations remain sound for structured participation, where they fail, and what sound alternatives cost in deployment.
arXiv Detail & Related papers (2026-09-01T23:20:11Z) - Data Driven Block Replacement Scheduling [0.0]
We develop data-driven algorithms for maintaining $N$ independent identical machines under a textitblock replacement policy<n>The goal is to learn the cost-minimizing interval $k*$ from operational data when the lifetime distribution is unknown.<n>A complementary Kaplan--Meier renewal algorithm estimates the lifetime distribution noncensorally from censored data, achieving almost-sure policy consistency and empirically near-zero incremental regret at long horizons.
arXiv Detail & Related papers (2026-07-16T17:31:15Z) - The Sample Complexity of Multiclass and Sparse Contextual Bandits [106.74652380822778]
We aim to identify an approximately optimal policy from a given class based on bandit feedback.<n>Motivated by bandit multiclass classification with zero-one rewards, we focus on the emph$s$-sparse setting.<n>We show that, with $s$-sparse rewards, the induced model class admits a sharp DEC bound that scales with $s$ and directly yields the optimal rate.
arXiv Detail & Related papers (2026-05-28T09:12:20Z) - Cryptanalysis of the Legendre Pseudorandom Function over Extension Fields [0.0]
The Legendre Pseudorandom Function (PRF) is a highly efficient cryptographic primitive built upon the Legendre symbol.<n>Recent interest has shifted toward instantiations over extension fields $mathbbF_pr$.<n>This paper presents the first comprehensive cryptanalysis of the single-degree Legendre PRF operating over $mathbbF_pr$.
arXiv Detail & Related papers (2026-04-06T16:35:32Z) - Provably Efficient Algorithms for S- and Non-Rectangular Robust MDPs with General Parameterization [85.91302339486673]
We study robust Markov decision processes (RMDPs) with general policy parameterization under s-rectangular and non-rectangular uncertainty sets.<n>We prove novel Lipschitz and Lipschitz-smoothness properties for general policy parameterizations that extends to infinite state spaces.<n>We design a projected gradient descent algorithm for s-rectangular uncertainty and a Frank-Wolfe algorithm for non-rectangular uncertainty.
arXiv Detail & Related papers (2026-02-11T21:44:20Z) - Towards a Sharp Analysis of Offline Policy Learning for $f$-Divergence-Regularized Contextual Bandits [49.96531901205305]
We analyze $f$-divergence-regularized offline policy learning.<n>For reverse Kullback-Leibler (KL) divergence, we give the first $tildeO(epsilon-1)$ sample complexity under single-policy concentrability.<n>We extend our analysis to dueling bandits, and we believe these results take a significant step toward a comprehensive understanding of $f$-divergence-regularized policy learning.
arXiv Detail & Related papers (2025-02-09T22:14:45Z) - Restless Linear Bandits [5.00389879175348]
It is assumed that there exists an unknown $mathbbRd$-valued stationary $varphi$-mixing sequence of parameters $(theta_t,t in mathbbN)$ which gives rise to pay-offs.
An optimistic algorithm, called LinMix-UCB, is proposed for the case where $theta_t$ has an exponential mixing rate.
arXiv Detail & Related papers (2024-05-17T14:37:39Z) - A Construction of Evolving $k$-threshold Secret Sharing Scheme over A Polynomial Ring [55.17220687298207]
The threshold secret sharing scheme allows the dealer to distribute the share to every participant that the secret is correctly recovered from a certain amount of shares.
We propose a brand-new construction of evolving $k$-threshold secret sharing scheme for an $ell$-bit secret over a ring, with correctness and perfect security.
arXiv Detail & Related papers (2024-02-02T05:04:01Z) - Corruption-Robust Offline Reinforcement Learning with General Function
Approximation [60.91257031278004]
We investigate the problem of corruption in offline reinforcement learning (RL) with general function approximation.
Our goal is to find a policy that is robust to such corruption and minimizes the suboptimality gap with respect to the optimal policy for the uncorrupted Markov decision processes (MDPs)
arXiv Detail & Related papers (2023-10-23T04:07:26Z) - Metric-Fair Classifier Derandomization [6.269732593554894]
We study the problem of classifier derandomization in machine learning.
We show that the prior derandomization approach is almost maximally metric-unfair.
We devise a derandomization procedure that provides an appealing tradeoff between these two.
arXiv Detail & Related papers (2022-06-15T21:36:57Z) - On Submodular Contextual Bandits [92.45432756301231]
We consider the problem of contextual bandits where actions are subsets of a ground set and mean rewards are modeled by an unknown monotone submodular function.
We show that our algorithm efficiently randomizes around local optima of estimated functions according to the Inverse Gap Weighting strategy.
arXiv Detail & Related papers (2021-12-03T21:42:33Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.