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Enhancing image security via chaotic maps, Fibonacci, Tribonacci transformations, and DWT diffusion: a robust data encryption approach

Mohammad Mazyad Hazzazi; Mujeeb Ur Rehman; Arslan Shafique; Amer Aljaedi; Zaid Bassfar; Aminu Bello Usman · Scientific Reports · 2024 · Image-encryption algorithm with numerical tests

Original publication · Original publication · Original publication

Recorded summary

The proposed grayscale-image encryption pipeline combines chaotic keys, Fibonacci pixel permutation, Tribonacci transformations, bit-plane operations and wavelet-based diffusion. The paper reports statistical and timing tests.

Recorded limitations

Entropy, pixel correlation and timing tests do not alone establish cryptographic security. The multi-component pipeline also prevents attributing its reported performance solely to Fibonacci transforms.

Evidence and provenance

Chapter Trust Factor uses a minimum of three distinct qualifying studies. Publication records retain their own evidence and assessment.

Study design and assessment
design
Image-encryption algorithm with numerical tests
assessment
is Randomized Controlled Trial
false
blinding
Not applicable to a clinical-trial grade
basis
Image-encryption algorithm with numerical tests. No human randomized controlled trial is reported.
sources

https://www.nature.com/articles/s41598-024-62260-3

category
peer-reviewed
peer Reviewed
true
trust Factor
score
1
scope
Paper
status
assessed
randomized Controlled Trial
false
blinding
not-confirmed
peer Reviewed
true
basis
Image-encryption algorithm with numerical tests. No human randomized controlled trial is reported.
sources

https://pubmed.ncbi.nlm.nih.gov/38806546/ · https://www.nature.com/articles/s41598-024-62260-3

review Scope
Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
assessed At
2026-10-27
jadad
status
not-applicable
score
Not recorded
reason
Not a human randomized controlled trial.
evidence
evidence Type
Image-encryption algorithm with numerical tests
evidence Class
computational_model
measurement
Grayscale-image encryption benchmarks
measured Genes
None recorded
pathways
None recorded
relationship Note
Background literature only. This paper does not test or validate an OXTR–Fibonacci relationship.
clinical Evidence
false
review Depth
Abstract and selected source passages: Introduction; algorithm description; statistical tests.
full Paper Appraisal
Not completed; review depth states the material assessed.
Topics and recorded topic scores
  1. key
    general:fibonacci-algorithms
    title
    Algorithms and optimization
    collection
    general
    trust Score
    1
Citation snapshot and identifiers
id
nature-fibonacci-s41598-024-62260-3
doi
10.1038/s41598-024-62260-3
pmid
38806546
citation Snapshot
count
26
source
Crossref cited-by count
retrieved At
2026-10-24
url
https://api.crossref.org/works/10.1038/s41598-024-62260-3
field
is-referenced-by-count
source Indexed At
2026-09-02T02:07:19Z
coverage Note
Count reflects Crossref-deposited references and can differ from publisher or other database totals. It is not a quality or clinical-evidence score.
citations By Collection
general
26
Complete approved library record
id
nature-fibonacci-s41598-024-62260-3
aliases
None recorded
title
Enhancing image security via chaotic maps, Fibonacci, Tribonacci transformations, and DWT diffusion: a robust data encryption approach
journal
Scientific Reports
publisher Family
nature
publisher Family Label
Nature Portfolio
neurotransmitters
None recorded
year
2024
authors
Mohammad Mazyad Hazzazi; Mujeeb Ur Rehman; Arslan Shafique; Amer Aljaedi; Zaid Bassfar; Aminu Bello Usman
design
Image-encryption algorithm with numerical tests
kind
Journal article
identity Conflict
Not recorded
doi
10.1038/s41598-024-62260-3
pmid
38806546
urls

https://www.nature.com/articles/s41598-024-62260-3 · https://doi.org/10.1038/s41598-024-62260-3 · https://pubmed.ncbi.nlm.nih.gov/38806546/

collections

general

categories

Fibonacci mathematics · Algorithms & optimization

targets
None recorded
priority
1
quotes
None recorded
summary
The proposed grayscale-image encryption pipeline combines chaotic keys, Fibonacci pixel permutation, Tribonacci transformations, bit-plane operations and wavelet-based diffusion. The paper reports statistical and timing tests.
limitation
Entropy, pixel correlation and timing tests do not alone establish cryptographic security. The multi-component pipeline also prevents attributing its reported performance solely to Fibonacci transforms.
citation Count
26
citation Snapshot
count
26
source
Crossref cited-by count
retrieved At
2026-10-24
url
https://api.crossref.org/works/10.1038/s41598-024-62260-3
field
is-referenced-by-count
source Indexed At
2026-09-02T02:07:19Z
coverage Note
Count reflects Crossref-deposited references and can differ from publisher or other database totals. It is not a quality or clinical-evidence score.
study Design Assessment
is Randomized Controlled Trial
false
blinding
Not applicable to a clinical-trial grade
basis
Image-encryption algorithm with numerical tests. No human randomized controlled trial is reported.
sources

https://www.nature.com/articles/s41598-024-62260-3

category
peer-reviewed
peer Reviewed
true
paper Trust Assessment
score
1
scope
Paper
status
assessed
randomized Controlled Trial
false
blinding
not-confirmed
peer Reviewed
true
basis
Image-encryption algorithm with numerical tests. No human randomized controlled trial is reported.
sources

https://pubmed.ncbi.nlm.nih.gov/38806546/ · https://www.nature.com/articles/s41598-024-62260-3

review Scope
Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
assessed At
2026-10-27
citations By Collection
general
26
topics
  1. key
    general:fibonacci-algorithms
    title
    Algorithms and optimization
    collection
    general
    trust Score
    1
journal Key
scientificreports
journal Label
Scientific Reports
chapter Entries
  1. id
    general-nature-fibonacci-s41598-024-62260-3
    title
    Enhancing image security via chaotic maps, Fibonacci, Tribonacci transformations, and DWT diffusion: a robust data encryption approach
    journal
    Scientific Reports
    year
    2024
    authors
    Mohammad Mazyad Hazzazi; Mujeeb Ur Rehman; Arslan Shafique; Amer Aljaedi; Zaid Bassfar; Aminu Bello Usman
    doi
    10.1038/s41598-024-62260-3
    pmid
    38806546
    urls

    https://www.nature.com/articles/s41598-024-62260-3 · https://doi.org/10.1038/s41598-024-62260-3 · https://pubmed.ncbi.nlm.nih.gov/38806546/

    design
    Image-encryption algorithm with numerical tests
    summary
    The proposed grayscale-image encryption pipeline combines chaotic keys, Fibonacci pixel permutation, Tribonacci transformations, bit-plane operations and wavelet-based diffusion. The paper reports statistical and timing tests.
    limitation
    Entropy, pixel correlation and timing tests do not alone establish cryptographic security. The multi-component pipeline also prevents attributing its reported performance solely to Fibonacci transforms.
    citation Count
    26
    citation Snapshot
    count
    26
    source
    Crossref cited-by count
    retrieved At
    2026-10-24
    url
    https://api.crossref.org/works/10.1038/s41598-024-62260-3
    field
    is-referenced-by-count
    source Indexed At
    2026-09-02T02:07:19Z
    coverage Note
    Count reflects Crossref-deposited references and can differ from publisher or other database totals. It is not a quality or clinical-evidence score.
    categories

    Fibonacci mathematics · Algorithms & optimization

    targets
    None recorded
    evidence
    evidence Type
    Image-encryption algorithm with numerical tests
    evidence Class
    computational_model
    measurement
    Grayscale-image encryption benchmarks
    measured Genes
    None recorded
    pathways
    None recorded
    relationship Note
    Background literature only. This paper does not test or validate an OXTR–Fibonacci relationship.
    clinical Evidence
    false
    review Depth
    Abstract and selected source passages: Introduction; algorithm description; statistical tests.
    full Paper Appraisal
    Not completed; review depth states the material assessed.
    record Id
    nature-fibonacci-s41598-024-62260-3
    quotes
    None recorded
    source Pages
    None recorded
    paper Trust Assessment
    score
    1
    scope
    Paper
    status
    assessed
    randomized Controlled Trial
    false
    blinding
    not-confirmed
    peer Reviewed
    true
    basis
    Image-encryption algorithm with numerical tests. No human randomized controlled trial is reported.
    sources

    https://pubmed.ncbi.nlm.nih.gov/38806546/ · https://www.nature.com/articles/s41598-024-62260-3

    review Scope
    Existing publication-specific assessments and bibliographic indexing; no blanket full-text appraisal.
    assessed At
    2026-10-27
    study Design Assessment
    is Randomized Controlled Trial
    false
    blinding
    Not applicable to a clinical-trial grade
    basis
    Image-encryption algorithm with numerical tests. No human randomized controlled trial is reported.
    sources

    https://www.nature.com/articles/s41598-024-62260-3

    category
    peer-reviewed
    peer Reviewed
    true
    collection
    general
    chapter Number
    9
    topic Id
    fibonacci-algorithms
    topic Title
    Algorithms and optimization
    trust Score
    1
evidence
evidence Type
Image-encryption algorithm with numerical tests
evidence Class
computational_model
measurement
Grayscale-image encryption benchmarks
measured Genes
None recorded
pathways
None recorded
relationship Note
Background literature only. This paper does not test or validate an OXTR–Fibonacci relationship.
clinical Evidence
false
review Depth
Abstract and selected source passages: Introduction; algorithm description; statistical tests.
full Paper Appraisal
Not completed; review depth states the material assessed.
jadad
status
not-applicable
score
Not recorded
reason
Not a human randomized controlled trial.
condition Evidence
None recorded
conditions
None recorded
topic Trust Scores

1

full Text
status
open-license
retrieval Available
true
url
https://www.nature.com/articles/s41598-024-62260-3
rights
license
http://creativecommons.org/licenses/by/4.0/
authors
Mohammad Mazyad, Hazzazi; Mujeeb Ur, Rehman; Arslan, Shafique; Amer, Aljaedi; Zaid, Bassfar; Aminu Bello, Usman
title
Enhancing image security via chaotic maps, Fibonacci, Tribonacci transformations, and DWT diffusion: a robust data encryption approach
doi
10.1038/s41598-024-62260-3
copyright
2024 The Author(s)
source
https://www.nature.com/articles/s41598-024-62260-3
transformation
Article sections extracted to plain text; navigation and recommendation sections removed. Equations, tables and image content may be incomplete; use the source for technical interpretation.
sha256
af58d51f88715fc5e0a9934c6236c30fc0c747276ccfe207da700c60bc58e56d
checked At
2026-10-24

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