Hybrid partial differential elliptical Rubik’s cube algorithm on image security analysis

IF 2.6 Q1 ENGINEERING, MULTIDISCIPLINARY Journal of Engineering Design and Technology Pub Date : 2023-04-20 DOI:10.1108/jedt-02-2022-0098
Vamsi Desam, P. Ch
{"title":"Hybrid partial differential elliptical Rubik’s cube algorithm on image security analysis","authors":"Vamsi Desam, P. Ch","doi":"10.1108/jedt-02-2022-0098","DOIUrl":null,"url":null,"abstract":"\nPurpose\nSeveral chaotic system-based encryption techniques have been presented in recent years to protect digital images using cryptography. The challenges of key distribution and administration make symmetric encryption difficult. The purpose of this paper is to address these concerns, the novel hybrid partial differential elliptical Rubik’s cube algorithm is developed in this study as an asymmetric image encryption approach. This novel algorithm generates a random weighted matrix, and uses the masking method on image pixels with Rubik’s cube principle. Security analysis has been conducted, it enhances and increases the reliability of the proposed algorithm against a variety of attacks including statistical and differential attacks.\n\n\nDesign/methodology/approach\nIn this light, a differential elliptical model is designed with two phases for image encryption and decryption. A modified image is achieved by rotating and mixing intensities of rows and columns with a masking matrix derived from the key generation technique using a unique approach based on the elliptic curve and Rubik’s cube principle.\n\n\nFindings\nTo evaluate the security level, the proposed algorithm is tested with statistical and differential attacks on a different set of test images with peak signal-to-noise ratio, unified average changed intensity and number of pixel change rate performance metrics. These results proved that the proposed image encryption method is completely reliable and enhances image security during transmission.\n\n\nOriginality/value\nThe elliptic curve–based encryption is hard to break by hackers and adding a Rubik’s cube principle makes it even more complex and nearly impossible to decode. The proposed method provides reduced key size.\n","PeriodicalId":46533,"journal":{"name":"Journal of Engineering Design and Technology","volume":null,"pages":null},"PeriodicalIF":2.6000,"publicationDate":"2023-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Engineering Design and Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/jedt-02-2022-0098","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose Several chaotic system-based encryption techniques have been presented in recent years to protect digital images using cryptography. The challenges of key distribution and administration make symmetric encryption difficult. The purpose of this paper is to address these concerns, the novel hybrid partial differential elliptical Rubik’s cube algorithm is developed in this study as an asymmetric image encryption approach. This novel algorithm generates a random weighted matrix, and uses the masking method on image pixels with Rubik’s cube principle. Security analysis has been conducted, it enhances and increases the reliability of the proposed algorithm against a variety of attacks including statistical and differential attacks. Design/methodology/approach In this light, a differential elliptical model is designed with two phases for image encryption and decryption. A modified image is achieved by rotating and mixing intensities of rows and columns with a masking matrix derived from the key generation technique using a unique approach based on the elliptic curve and Rubik’s cube principle. Findings To evaluate the security level, the proposed algorithm is tested with statistical and differential attacks on a different set of test images with peak signal-to-noise ratio, unified average changed intensity and number of pixel change rate performance metrics. These results proved that the proposed image encryption method is completely reliable and enhances image security during transmission. Originality/value The elliptic curve–based encryption is hard to break by hackers and adding a Rubik’s cube principle makes it even more complex and nearly impossible to decode. The proposed method provides reduced key size.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
混合偏微分椭圆魔方算法的图像安全性分析
目的近年来提出了几种基于混沌系统的加密技术,利用密码学对数字图像进行保护。密钥分发和管理方面的挑战使对称加密变得困难。为了解决这些问题,本文提出了一种新的混合偏微分椭圆魔方算法,作为一种非对称图像加密方法。该算法生成随机加权矩阵,利用魔方原理对图像像素进行掩蔽。进行了安全性分析,增强和提高了算法对各种攻击的可靠性,包括统计攻击和差分攻击。设计/方法/方法在此基础上,设计了一种具有两个阶段的微分椭圆模型用于图像加密和解密。利用基于椭圆曲线和魔方原理的独特方法,利用密钥生成技术导出的掩蔽矩阵,通过旋转和混合行和列的强度来获得修改后的图像。为了评估该算法的安全水平,采用统计攻击和差分攻击对不同的测试图像集进行了测试,并给出了峰值信噪比、统一的平均变化强度和像素数变化率等性能指标。实验结果表明,所提出的图像加密方法是完全可靠的,增强了图像在传输过程中的安全性。基于椭圆曲线的加密很难被黑客破解,加上魔方原理使其变得更加复杂,几乎不可能解码。该方法减小了密钥大小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Engineering Design and Technology
Journal of Engineering Design and Technology ENGINEERING, MULTIDISCIPLINARY-
CiteScore
6.50
自引率
21.40%
发文量
67
期刊介绍: - Design strategies - Usability and adaptability - Material, component and systems performance - Process control - Alternative and new technologies - Organizational, management and research issues - Human factors - Environmental, quality and health and safety issues - Cost and life cycle issues - Sustainability criteria, indicators, measurement and practices - Risk management - Entrepreneurship Law, regulation and governance - Design, implementing, managing and practicing innovation - Visualization, simulation, information and communication technologies - Education practices, innovation, strategies and policy issues.
期刊最新文献
Development and validation of a framework for improving health and safety risk management at informal construction sites in Tanzania Impact of project risk allocation on PPP housing project delivery in Nigeria: partial least square structural equation modeling approach Ensemble of ensembles for fine particulate matter pollution prediction using big data analytics and IoT emission sensors Resource sustainability in the water, energy and food nexus: role of technological innovation Mechanical and microstructural characteristics of structural concrete containing RCA treated with sodium metasilicate
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1