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Indistinguishability of Sum of Permutations: A Fourier Analytic Route to Classical and Quantum Security

Ritam Bhaumik, Chun Guo, Xiaoning Guo, Ashwin Jha

Source record

Source: arXiv

Published: Sep 28, 2026

arXiv: 2609.35421

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Source abstract

We study classical and quantum indistinguishability of sums of independent random permutations and related transformations from permutations to functions. Let GG be a finite abelian group of order NN, and let π+k(x)=π1(x)+⋯+πk(x)π^k_+(x)=π_1(x)+\cdots+π_k(x) for k≥2k\geq2 independent uniform random permutations of GG. We give a unified Fourier analytic treatment in which the construction is represented by its probability density and a distinguisher by its acceptance function, with the classical and quantum query models imposing different restrictions on the Fourier support of the latter. Classically, we obtain the bound Ok(q/Nk−1/2)O_k(q/N^{k-1/2}) for every q<Nq<N, and refine it below the birthday threshold to Ok(q2/Nk)O_k(q^2/N^k). In the quantum model, a simulation argument gives Ok(N−(k−3/2))O_k(N^{-(k-3/2)}) for q≤(N−1)/2q\leq(N-1)/2, while Fourier interpolation gives concrete finite bounds up to q≤4N/15q\leq4N/15 and the query-dependent bounds O(min⁡{N−1/2,q3/N2+1/N})O\left(\min\left\{N^{-1/2},q^3/N^2 + 1/N\right\}\right) and Ok(min⁡{q3/Nk,N−(k−3/2)})O_k\left(\min\left\{q^3/N^k,N^{-(k-3/2)}\right\}\right), for k=2k=2 and k≥3k \geq 3, respectively, throughout 1≤q≤(N−1)/21\leq q\leq(N-1)/2. For q=1q = 1, the first bound sharpens to O(N−2)O(N^{-2}). Over G=F2nG=\mathbb F_2^n, a one-query Fourier attack matches the order of our one-query bound, while an N/2N/2-query parity attack with advantage 1/21/2 shows that our bounds reach the constant-advantage query threshold. We further study two variants of sum of permutations over binary vector spaces. First, we allow arbitrary surjective linear postprocessing, which includes truncation, and obtain classical and quantum bounds that retain the output-size dependence. Second, we analyse Dinur's variable-output single-permutation construction, LXoP\mathsf{LXoP}, for every fixed output width, and derive its classical and quantum security bounds; for one- and two-block outputs, we give concrete quantum security bounds.

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Indistinguishability of Sum of Permutations: A Fourier Analytic Route to Classical and Quantum Security — Mathematical Frontier Network