{"id":211271,"date":"2026-05-08T11:13:00","date_gmt":"2026-05-08T15:13:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/08\/apple-workshop-on-privacy-preserving-machine-learning-ai-2026\/"},"modified":"2026-05-09T01:35:15","modified_gmt":"2026-05-09T05:35:15","slug":"apple-workshop-on-privacy-preserving-machine-learning-ai-2026","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/08\/apple-workshop-on-privacy-preserving-machine-learning-ai-2026\/","title":{"rendered":"Apple Workshop on Privacy-Preserving Machine Learning &#038; AI 2026"},"content":{"rendered":"<p><a href=\"https:\/\/machinelearning.apple.com\/updates\/ppml-2026\">Apple Workshop on Privacy-Preserving Machine Learning &#038; AI 2026<\/a><\/p>\n<p><a href=\"https:\/\/machinelearning.apple.com\/updates\/ppml-2026\">https:\/\/machinelearning.apple.com\/updates\/ppml-2026<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-08 11:13:00<\/a><\/p>\n<p>Source Domain: <a href=\"machinelearning.apple.com\">machinelearning.apple.com<\/a><\/p>\n<ul>\n<li>Apple hosted the Workshop on Privacy-Preserving Machine Learning &amp; AI earlier this year, emphasizing the importance of privacy-preserving techniques as AI becomes more integrated into daily life.<\/li>\n<li>The workshop focused on three main areas: Private Learning and Statistics, Foundation Models and Privacy, and Attacks and Security.<\/li>\n<li>Discussions covered topics like federated learning, statistical learning, trust models, attacks, privacy accounting, and the challenges posed by foundation models.<\/li>\n<li>Selected presentations were recorded and highlighted include advancements and ongoing challenges in privacy and ML.<\/li>\n<li>Prominent contributors at the workshop included researchers from Apple as well as academia from institutions like the University of Toronto, CISPA, and the University of Massachusetts Amherst.<\/li>\n<li>Notable presentations and discussions also focused on memory memorization in models, differentially private techniques, and the effectiveness of open large language models in private adaptations.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Apple Workshop on Privacy-Preserving Machine Learning &#038; AI 2026 https:\/\/machinelearning.apple.com\/updates\/ppml-2026 Publish Date: 2026-05-08 11:13:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":211272,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/mlr.cdn-apple.com\/media\/Home_1200x630_48225d82e9.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-211271","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/211271"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=211271"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/211271\/revisions"}],"predecessor-version":[{"id":211274,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/211271\/revisions\/211274"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/211272"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=211271"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=211271"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=211271"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}