{"id":842,"date":"2024-12-31T16:36:36","date_gmt":"2024-12-31T16:36:36","guid":{"rendered":"https:\/\/els-journal.net\/wp\/about\/"},"modified":"2025-04-27T08:26:51","modified_gmt":"2025-04-27T08:26:51","slug":"28201-a-privacy-preserving-secure-data-processing-scheme-for-the-internet-of-medical-things","status":"publish","type":"page","link":"https:\/\/els-journal.net\/wp\/?page_id=842","title":{"rendered":"28201 A Privacy-Preserving Secure Data Processing Scheme for the Internet of Medical Things"},"content":{"rendered":"\n\n\n<h3>Vol. 28, No. 2 &#8211; December 2024<\/h3>\n<h3>A Privacy-Preserving Secure Data Processing\nScheme for the Internet of Medical Things<\/h3>\n<h5>https:\/\/doi.org\/10.53314\/ELS2428033H<\/h5>\n<h5>Ying Huang and Yongmei Su<\/h5>\n<h5><b>Abstract<\/b><\/h5>\n<h5>The Internet of Medical Things (IoMT) offers\ndiverse application support through monitoring, analysis, and\nrecommendations. This application paradigm relies on sensitive\ninternal and external data to meet user needs. This article\nintroduces a secure data processing scheme for leveraging the\nIoMT application performance. This scheme is named Persuaded\nData Processing with Digital Security (PDP-DS), ensuring user\nand data privacy. This scheme focuses on IoMT-aided remote\nmonitoring application security where data openness is high and\nfalse data chances are high. During the application support, the\nblockchain concept is applied for data authentication. In this\nscheme, user-verified digital signatures are used for\nauthentication. This scheme provides data processing recommendations\nbased on the deep learning paradigm. This output is\nauthenticated alone using a password\/ PIN-based digital signature.\nThe learning process identifies the processing required and\nsecurity-filtered instances using the recursive states identified. The\nproposed scheme ensures fewer false data processing based on its\nattributes and recommendation factor. PDP-PS reduces the\nconsidered metrics to 9.95% (for process delay), 10.19% (for\nservice delay), 10.6% (for replication factor), 10.44% (for false\nrate), and 7.39% (for backlogs).<\/h5>\n<h5>Full text:  <a class=\"fas fa-file-pdf\" href=\"https:\/\/els-journal.net\/wp\/wp-content\/uploads\/2024\/12\/2024-28-2-01.pdf\" target=\"_blank\" rel=\"noopener\"><\/a><\/h5>\n\n\n\n\n<a target=\"_blank\" href=\"http:\/\/www.scopus.com\/inward\/citedby.uri?partnerID=HzOxMe3b&#038;doi=10.53314\/ELS2428033H&#038;origin=inward\" ref=\"scopus-citedby\" rel=\"noopener\"><image src=\"http:\/\/api.elsevier.com\/content\/abstract\/citation-count?doi=10.53314\/ELS2428033H&#038;httpAccept=image%2Fjpeg&#038;apiKey=87124910cd33413b75b0a6f4e70d58bd\" border=\"0\" alt=\"cited by count\"\/><\/a>\n\n\n\n\nGoogle Scholar Citations <a target=\"_blank\" class=\"fas fa-external-link-alt\" href=\"http:\/\/scholar.google.com\/scholar?hl=en&#038;lr=&#038;cites=http:\/\/dx.doi.org\/ELS2428033H\" rel=\"noopener\"><\/a>\n\n\n\n\n<center> <span class=\"__dimensions_badge_embed__\" data-doi=\"10.53314\/ELS2428033H\" data-style=\"small_circle\"><\/span> <\/center> <script async src=\"https:\/\/badge.dimensions.ai\/badge.js\" charset=\"utf-8\"><\/script>\n\n\n\n\n<center>Google Scholar Citations <a target=\"_blank\" class=\"fas fa-external-link-alt\" href=\"http:\/\/scholar.google.com\/scholar?hl=en&#038;lr=&#038;cites=http:\/\/dx.doi.org\/10.53314\/ELS2428033H\" rel=\"noopener\"><\/a><\/center>\n\n\n\n\n<a target=\"_blank\" href=\"http:\/\/www.scopus.com\/inward\/citedby.uri?partnerID=HzOxMe3b&#038;doi=10.53314\/ELS2428033H&#038;origin=inward\" ref=\"scopus-citedby\" rel=\"noopener\"><image src=\"http:\/\/api.elsevier.com\/content\/abstract\/citation-count?doi=10.53314\/ELS2428033H&#038;httpAccept=image%2Fjpeg&#038;apiKey=87124910cd33413b75b0a6f4e70d58bd\" border=\"0\" alt=\"cited by count\"\/><\/a>\n\n\n\n\n<center><span class=\"__dimensions_badge_embed__\" data-doi=\"10.53314\/ELS2428033H\" data-style=\"large_rectangle\"><\/span><\/center><script async src=\"https:\/\/badge.dimensions.ai\/badge.js\" charset=\"utf-8\"><\/script>\n\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":828,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-842","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/842","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=842"}],"version-history":[{"count":2,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/842\/revisions"}],"predecessor-version":[{"id":901,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/842\/revisions\/901"}],"up":[{"embeddable":true,"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=\/wp\/v2\/pages\/828"}],"wp:attachment":[{"href":"https:\/\/els-journal.net\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=842"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}