Image Encryption Using Eureqa to Generate an Automated Mathematical Key

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Generate an Automated Mathematical Key</title> <meta name="description" content="Image Encryption Using Eureqa to Generate an Automated Mathematical Key"> <meta name="keywords" content="image encryption algorithms, Eureqa, statistical measurements, automated key generation"> <meta name="viewport" content="width=device-width, initial-scale=1, minimum-scale=1, maximum-scale=1, user-scalable=no"> <meta charset="utf-8"> <link href="https://cdn.waset.org/favicon.ico" type="image/x-icon" rel="shortcut icon"> <link href="https://cdn.waset.org/static/plugins/bootstrap-4.2.1/css/bootstrap.min.css" rel="stylesheet"> <link href="https://cdn.waset.org/static/plugins/fontawesome/css/all.min.css" rel="stylesheet"> <link href="https://cdn.waset.org/static/css/site.css?v=150220211555" rel="stylesheet"> </head> <body> <header> <div class="container"> <nav class="navbar navbar-expand-lg navbar-light"> <a class="navbar-brand" href="https://waset.org"> <img 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publication-listing mt-3 mb-3"> <h5 class="card-header" style="font-size:.9rem">Image Encryption Using Eureqa to Generate an Automated Mathematical Key</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/abstracts/search?q=Halima%20Adel%20Halim%20Shnishah">Halima Adel Halim Shnishah</a>, <a href="https://publications.waset.org/abstracts/search?q=David%20Mulvaney"> David Mulvaney</a> </p> <p class="card-text"><strong>Abstract:</strong></p> Applying traditional symmetric cryptography algorithms while computing encryption and decryption provides immunity to secret keys against different attacks. One of the popular techniques generating automated secret keys is evolutionary computing by using Eureqa API tool, which got attention in 2013. In this paper, we are generating automated secret keys for image encryption and decryption using Eureqa API (tool which is used in evolutionary computing technique). Eureqa API models pseudo-random input data obtained from a suitable source to generate secret keys. The validation of generated secret keys is investigated by performing various statistical tests (histogram, chi-square, correlation of two adjacent pixels, correlation between original and encrypted images, entropy and key sensitivity). Experimental results obtained from methods including histogram analysis, correlation coefficient, entropy and key sensitivity, show that the proposed image encryption algorithms are secure and reliable, with the potential to be adapted for secure image communication applications. <iframe src="https://publications.waset.org/abstracts/79042.pdf" style="width:100%; height:400px;" frameborder="0"></iframe> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/abstracts/search?q=image%20encryption%20algorithms" title="image encryption algorithms">image encryption algorithms</a>, <a href="https://publications.waset.org/abstracts/search?q=Eureqa" title=" Eureqa"> Eureqa</a>, <a href="https://publications.waset.org/abstracts/search?q=statistical%20measurements" title=" statistical measurements"> statistical measurements</a>, <a href="https://publications.waset.org/abstracts/search?q=automated%20key%20generation" title=" automated key generation"> automated key generation</a> </p> <a href="https://publications.waset.org/abstracts/79042/image-encryption-using-eureqa-to-generate-an-automated-mathematical-key" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/abstracts/79042.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">482</span> </span> </div> </div> </div> </main> <footer> <div id="infolinks" class="pt-3 pb-2"> <div class="container"> <div style="background-color:#f5f5f5;" class="p-3"> <div class="row"> <div class="col-md-2"> <ul class="list-unstyled"> About <li><a href="https://waset.org/page/support">About Us</a></li> <li><a href="https://waset.org/page/support#legal-information">Legal</a></li> <li><a target="_blank" rel="nofollow" href="https://publications.waset.org/static/files/WASET-16th-foundational-anniversary.pdf">WASET celebrates its 16th foundational anniversary</a></li> </ul> 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Image Encryption Using Eureqa to Generate an Automated Mathematical Key