{"id":235060,"date":"2026-06-22T10:40:00","date_gmt":"2026-06-22T14:40:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/22\/privacy-engineering-mid-year-temperature-check\/"},"modified":"2026-06-22T10:45:14","modified_gmt":"2026-06-22T14:45:14","slug":"privacy-engineering-mid-year-temperature-check","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/22\/privacy-engineering-mid-year-temperature-check\/","title":{"rendered":"Privacy engineering mid-year temperature check"},"content":{"rendered":"<p><a href=\"https:\/\/iapp.org\/news\/a\/privacy-engineering-mid-year-temperature-check\">Privacy engineering mid-year temperature check<\/a><\/p>\n<p><a href=\"https:\/\/iapp.org\/news\/a\/privacy-engineering-mid-year-temperature-check\">https:\/\/iapp.org\/news\/a\/privacy-engineering-mid-year-temperature-check<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-22 10:40:00<\/a><\/p>\n<p>Source Domain: <a href=\"iapp.org\">iapp.org<\/a><\/p>\n<ul>\n<li>\n<p><strong>Managing AI Privacy Risk<\/strong><\/p>\n<ul>\n<li>Increased focus on addressing privacy risks associated with AI.<\/li>\n<li>Introduction of new practices like model cards and provenance standards like C2PA for AI models and outputs.<\/li>\n<li>Adoption of cutting-edge technologies like differential privacy and secure compute environments to limit data usage and enhance data protection.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Challenges<\/strong><\/p>\n<ul>\n<li>Complexity in tracking and handling AI training data.<\/li>\n<li>Difficulty in using PETs such as differential privacy and secure compute methods due to high-dimensional data and complex scenarios.<\/li>\n<li>Privacy vs. utility trade-offs remain unclear and persistent with lack of mature implementations.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Using Large Language Models (LLMs) to Manage Privacy Risk<\/strong><\/p>\n<ul>\n<li>LLMs helping to identify and document privacy risks, serve as a supplemental aid in the traditional privacy risk assessment process.<\/li>\n<li>More complex workflows are using LLMs to interpret privacy requirements and implement verifiable controls.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Challenges<\/strong><\/p>\n<ul>\n<li>Expensive and time-consuming to make legacy systems AI-ready.<\/li>\n<li>Risks of over-reliance on AI outputs and the potential for code bases and internal secrets exposure.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Traditional Privacy Engineering<\/strong><\/p>\n<ul>\n<li>Ongoing activity in data hygiene, handling data flows, and managing data mappings.<\/li>\n<li>Challenges in tracking data, managing consent, and ensuring data portability and usability.<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>Looking Ahead<\/strong><\/p>\n<ul>\n<li>Opportunities for advancing age verification and technical controls within privacy engineering.<\/li>\n<li>Encouraging more collaboration and knowledge-sharing to set new standards and drive improvements in privacy infrastructure.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Privacy engineering mid-year temperature check https:\/\/iapp.org\/news\/a\/privacy-engineering-mid-year-temperature-check Publish Date: 2026-06-22 10:40:00 Source Domain: iapp.org Managing AI&#8230;<\/p>\n","protected":false},"author":1,"featured_media":235061,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/images.contentstack.io\/v3\/assets\/bltd4dd5b2d705252bc\/blt73ca0731c93d9984\/6a39443f0bbfd0a019ed5bed\/spiral-rays-bokeh-abstract-0072.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-235060","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\/235060"}],"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=235060"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/235060\/revisions"}],"predecessor-version":[{"id":235062,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/235060\/revisions\/235062"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/235061"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=235060"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=235060"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=235060"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}