{"id":259901,"date":"2026-05-27T07:38:00","date_gmt":"2026-05-27T11:38:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/05\/27\/data-privacy-preserving-federated-learning-in-cyber-physical-systems\/"},"modified":"2026-05-30T19:01:47","modified_gmt":"2026-05-30T23:01:47","slug":"data-privacy-preserving-federated-learning-in-cyber-physical-systems","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/05\/27\/data-privacy-preserving-federated-learning-in-cyber-physical-systems\/","title":{"rendered":"Data-privacy-preserving federated learning in cyber-physical systems"},"content":{"rendered":"<p><a href=\"https:\/\/www.nature.com\/collections\/gahgfaadbj\">Data-privacy-preserving federated learning in cyber-physical systems<\/a><\/p>\n<p><a href=\"https:\/\/www.nature.com\/collections\/gahgfaadbj\">https:\/\/www.nature.com\/collections\/gahgfaadbj<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-27 07:38:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.nature.com\">www.nature.com<\/a><\/p>\n<p>This Scientific Reports Collection welcomes original research that leverages real\u2011world applications to explore data\u2011privacy\u2011preserving federated learning frameworks tailored for cyber\u2011physical systems. Narrative review articles are also welcomed for consideration in our sister journal Scientific Reviews. For further information, please view the \u2018Participating Journals\u2019 below.<\/p>\n<p>Cyber\u2011Physical Systems (CPS) are increasingly integrated into critical infrastructure, such as intelligent transportation and industrial automation. The vast amounts of distributed data generated are often sensitive, raising concerns about privacy and security. Federated Learning has recently emerged as a core methodology for collaborative model training without centralised data sharing.<\/p>\n<p><a href=\"https:\/\/www.nature.com\/collections\/gahgfaadbj\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data-privacy-preserving federated learning in cyber-physical systems https:\/\/www.nature.com\/collections\/gahgfaadbj Publish Date: 2026-05-27 07:38:00 Source Domain: www.nature.com This&#8230;<\/p>\n","protected":false},"author":1,"featured_media":259902,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media.springernature.com\/w500\/nature-cms\/uploads\/collections\/COL-19025_hero_image_1200x675-b84e8e45643255045c524bbf4dda7a2f.jpg","fifu_image_alt":"","footnotes":""},"categories":[16],"tags":[],"class_list":["post-259901","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-privacy"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/259901"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=259901"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/259901\/revisions"}],"predecessor-version":[{"id":259903,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/259901\/revisions\/259903"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/259902"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=259901"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=259901"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=259901"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}