{"title":"Evaluation of Image Cryptography by Using Secret Session Key and SF Algorithm","authors":"Noor Kareem Jumaa, Abbas Muhammed Allawy","doi":"10.25195/ijci.v49i2.459","DOIUrl":null,"url":null,"abstract":"In the unreliable domain of data communication, safeguarding information from unauthorized access is imperative. Given the widespread application of images across various fields, ensuring the confidentiality of image data holds paramount importance. This study centers on the session keys concept, addressing the challenge of key exchange between communicating parties through the development of a random-number generator based on the Linear Feedback Shift Register. Both encryption and decryption hinge on the Secure Force algorithm, supported by a generator. The proposed system outlined in this paper focuses on three key aspects. First, it addresses the generation of secure and randomly generated symmetric encryption keys. Second, it involves the ciphering of the secret image using the SF algorithm. Last, it deals with the extraction of the image by deciphering its encrypted version. The system’s performance is evaluated using image quality metrics, including histograms, peak signal-to-noise ratio, mean square error, normalized correlation, and normalized absolute error (NAE). These metrics provide insights into both encrypted and decrypted images, analyzing the extent to which the system preserves image quality. This assessment underscores the system’s capability to safeguard and maintain the confidentiality of images during data transmission.","PeriodicalId":53384,"journal":{"name":"Iraqi Journal for Computers and Informatics","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Iraqi Journal for Computers and Informatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.25195/ijci.v49i2.459","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In the unreliable domain of data communication, safeguarding information from unauthorized access is imperative. Given the widespread application of images across various fields, ensuring the confidentiality of image data holds paramount importance. This study centers on the session keys concept, addressing the challenge of key exchange between communicating parties through the development of a random-number generator based on the Linear Feedback Shift Register. Both encryption and decryption hinge on the Secure Force algorithm, supported by a generator. The proposed system outlined in this paper focuses on three key aspects. First, it addresses the generation of secure and randomly generated symmetric encryption keys. Second, it involves the ciphering of the secret image using the SF algorithm. Last, it deals with the extraction of the image by deciphering its encrypted version. The system’s performance is evaluated using image quality metrics, including histograms, peak signal-to-noise ratio, mean square error, normalized correlation, and normalized absolute error (NAE). These metrics provide insights into both encrypted and decrypted images, analyzing the extent to which the system preserves image quality. This assessment underscores the system’s capability to safeguard and maintain the confidentiality of images during data transmission.
在不可靠的数据通信领域,保护信息免遭未经授权的访问势在必行。鉴于图像在各个领域的广泛应用,确保图像数据的机密性至关重要。本研究以会话密钥概念为中心,通过开发基于线性反馈移位寄存器的随机数发生器,解决了通信各方之间密钥交换的难题。在生成器的支持下,加密和解密都取决于安全力算法。本文概述的拟议系统侧重于三个关键方面。首先,它解决了安全随机生成对称加密密钥的问题。其次,它涉及使用 SF 算法对秘密图像进行加密。最后,它涉及通过解密其加密版本来提取图像。系统的性能使用图像质量指标进行评估,包括直方图、峰值信噪比、均方误差、归一化相关性和归一化绝对误差(NAE)。这些指标提供了对加密和解密图像的深入了解,分析了系统在多大程度上保持了图像质量。这一评估强调了系统在数据传输过程中保护和维护图像机密性的能力。