Evidence map›Paper›PMID 42270925›Full record

ArticleScientific reports2026

From Schreier graphs to secure s-boxes using a group-theoretic design framework.

Abdul Razaq, Muhammad Ramzan, Qin Xin, Hanan Alolaiyan, Dilshad Alghazzawi

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Abdul RazaqDepartment of Mathematics, Division of Science and Technology, University of Education, Lahore, 54770, Pakistan.
Muhammad RamzanDepartment of Mathematics, Division of Science and Technology, University of Education, Lahore, 54770, Pakistan. mramzanue@gmail.com.
Qin XinFaculty of Science and Technology, University of the Faroe Islands Vestara, Bryggja 15, Torshavn, Faroe Islands, 100, FO, Denmark.
Hanan AlolaiyanDepartment of Mathematics, King Saud University, Riyadh, Saudi Arabia.
Dilshad AlghazzawiDepartment of Mathematics, College of Science & Arts, King Abdul Aziz University, Rabigh, Saudi Arabia. dalghazzawi@kau.edu.sa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Secure substitution boxes (S-boxes) are a fundamental design element of modern symmetric cryptography because they provide the necessary nonlinearity to achieve confusion. This paper presents a new [Formula: see text] S-box construction framework, which combines group theory, graph theory and cryptography. The construction starts from the action of the modular transformation group on the projective line over [Formula: see text], which produces Schreier graphs whose cycle structure is used to form an initial S-box. The design is then refined through a non-abelian permutation group acting on S-box positions. The proposed S-box is rigorously verified against conventional cryptographic criteria, including nonlinearity, differential uniformity, strict avalanche criterion, bit independence criterion, and linear approximation probability, which demonstrate that it is highly resistant to classical attacks. Besides, texture analysis is performed using the S-box in the image encryption setting that completely relies on substitution. The findings indicate enhanced randomness and reduced pixel correlation, as measured by gray-level co-occurrence matrix characteristics, such as contrast, correlation, energy, homogeneity, and entropy. The proposed methodology provides a strong theoretical foundation and demonstrates effectiveness for secure cryptographic and image processing applications.

Indexed as

CryptographyGraph theoryModular transformation groupsNonlinearityS-boxSchreier graphs

Identifiers

PMID42270925
PMCPMC13500723

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.