Evidence map›Paper›PMID 41440424›Full record

ArticleEntropy (Basel, Switzerland)2025

Pixel-Level and DNA-Level Image Encryption Method Based on Five-Dimensional Hyperchaotic System.

Min Zhou, Xin Li, Wenqi Du, Jianming Li, Zhe Wei

Abstract read
In one paragraph

Article in Entropy (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Min ZhouSchool of Computer Science and Artificial Intelligence, Civil Aviation Flight University of China, Guanghan 618307, China.ORCID 0009-0007-2155-4925
Xin LiSchool of Computer Science and Artificial Intelligence, Civil Aviation Flight University of China, Guanghan 618307, China.ORCID 0009-0004-2250-9040
Wenqi DuSchool of Computer Science and Artificial Intelligence, Civil Aviation Flight University of China, Guanghan 618307, China.
Jianming LiSchool of Computer Science and Artificial Intelligence, Civil Aviation Flight University of China, Guanghan 618307, China.
Zhe WeiSchool of Computer Science and Artificial Intelligence, Civil Aviation Flight University of China, Guanghan 618307, China.ORCID 0000-0001-6625-2209

Funding

Fundamental Research Funds for the Central Universities 25CAFUC03038,25CAFUC01006,24CAFUC04015
6 · The paper itself

Abstract

Images, as carriers of rich information, are generated, stored, and transmitted in various forms across diverse scenarios. It has become an important issue in the field of information security today to encrypt images to ensure information security. To address this issue, this paper proposes a Pixel-Level and DNA-Level Image Encryption Method Based on a Five-Dimensional Hyperchaotic System, named PD5H. The proposed method combines a five-dimensional chaotic system, a novel pixel-block internal diffusion method, and a new flow diffusion method integrating Pixel-Level and DNA-Level encryption, hereinafter referred to as 'joint diffusion'. The improved 5D chaotic system can generate highly complex and unpredictable chaotic sequences. The intra-block diffusion process utilizes the internal information of the image to perform preliminary diffusion and reduce pixel correlation. The joint diffusion process can effectively employ various encryption methods to encrypt images with different step sizes at the bit level. PD5H has a large key space, extremely low image correlation, a uniform ciphertext pixel distribution, an excellent ciphertext entropy value (>7.999), and strong resistance to differential attacks. It also demonstrates strong resistance to data loss. The security analysis confirms that PD5H demonstrates excellent performance in color image encryption and can effectively resist various common attacks.

Indexed as

chaotic systemDNA sequence operationsimage encryptionintra-block diffusionjoint diffusionsecurity analysis

Identifiers

PMID41440424
PMCPMC12732225

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Registered trials

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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.