{"id":241349,"date":"2026-05-06T05:05:00","date_gmt":"2026-05-06T09:05:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/05\/06\/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai\/"},"modified":"2026-05-07T20:00:11","modified_gmt":"2026-05-08T00:00:11","slug":"poisoned-truth-the-quiet-security-threat-inside-enterprise-ai","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/05\/06\/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai\/","title":{"rendered":"Poisoned truth: The quiet security threat inside enterprise AI"},"content":{"rendered":"<p><a href=\"https:\/\/www.csoonline.com\/article\/4166171\/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai.html\">Poisoned truth: The quiet security threat inside enterprise AI<\/a><\/p>\n<p><a href=\"https:\/\/www.csoonline.com\/article\/4166171\/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai.html\">https:\/\/www.csoonline.com\/article\/4166171\/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai.html<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-06 05:05:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.csoonline.com\">www.csoonline.com<\/a><\/p>\n<p>The problem is that most organizations might detect poisoning-related problems, but not the source of those problems. \u201cIf you had a leak in your house, and it was coming out in your basement, and it was coming out in your closet, your bathroom, and your bedroom, you assume that you have 12 leaks,\u201d Meyers says. \u201cBut there could be one pipe that\u2019s causing all of those leaks.\u201d<\/p>\n<h2 class=\"wp-block-heading\" id=\"what-security-leaders-should-do\">What security leaders should do<\/h2>\n<p>There is no silver-bullet product for AI data poisoning, and most CISOs looking for one are asking the wrong question. The immediate challenge is far less glamorous: understanding what data the model trusts, who controls that data, and whether the enterprise is already feeding its own systems bad information.<\/p>\n<p>\u201cThe thing I see continuously at this point is they\u2019re struggling with which data sources to input, which are the ones that are most reliable, and how do we keep that up to date?\u201d SANS\u2019 Lee says.<\/p>\n<p>SANS\u2019 Cochran suggests CISOs also need to stop thinking only about the foundational model and start mapping every place AI gets context. \u201cAt any place where a model interacts with data, you can have data or context poisoning,\u201d he says.<\/p>\n<p><a href=\"https:\/\/www.csoonline.com\/article\/4166171\/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai.html\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Poisoned truth: The quiet security threat inside enterprise AI https:\/\/www.csoonline.com\/article\/4166171\/poisoned-truth-the-quiet-security-threat-inside-enterprise-ai.html Publish Date: 2026-05-06 05:05:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":241350,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.csoonline.com\/wp-content\/uploads\/2026\/05\/4166171-0-39039000-1778058338-elisabetta_miele-apple-9969762.jpg?quality=50&strip=all&w=1024","fifu_image_alt":"","footnotes":""},"categories":[15],"tags":[26],"class_list":["post-241349","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cybersecurity","tag-ai"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/241349"}],"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=241349"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/241349\/revisions"}],"predecessor-version":[{"id":241351,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/241349\/revisions\/241351"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/241350"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=241349"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=241349"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=241349"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}