{"id":180716,"date":"2026-01-22T15:31:00","date_gmt":"2026-01-22T20:31:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/22\/misleading-text-in-the-physical-world-can-hijack-ai-enabled-robots\/"},"modified":"2026-01-22T15:55:09","modified_gmt":"2026-01-22T20:55:09","slug":"misleading-text-in-the-physical-world-can-hijack-ai-enabled-robots","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/22\/misleading-text-in-the-physical-world-can-hijack-ai-enabled-robots\/","title":{"rendered":"Misleading text in the physical world can hijack AI-enabled robots"},"content":{"rendered":"<p><a href=\"https:\/\/www.universityofcalifornia.edu\/news\/misleading-text-physical-world-can-hijack-ai-enabled-robots\">Misleading text in the physical world can hijack AI-enabled robots<\/a><\/p>\n<p><a href=\"https:\/\/www.universityofcalifornia.edu\/news\/misleading-text-physical-world-can-hijack-ai-enabled-robots\">https:\/\/www.universityofcalifornia.edu\/news\/misleading-text-physical-world-can-hijack-ai-enabled-robots<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-22 15:31:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.universityofcalifornia.edu\">www.universityofcalifornia.edu<\/a><\/p>\n<p>Certainly, here are the key points in an unordered list based on the article:<\/p>\n<ul>\n<li><strong>Environmental Indirect Prompt Injection Attacks<\/strong>: This involves using misleading text to manipulate AI in embodied systems, potentially hijacking their decision-making.<\/li>\n<li><strong>Research by UC Santa Cruz<\/strong>: Professors Alvaro Cardenas and Cihang Xie led research on these new security threats against AI-driven autonomous systems.<\/li>\n<li><strong>CHAI (Command Hijacking Against Embodied AI)<\/strong>: Developed by the research team, CHAI uses generative AI to optimize text and visual appearance to manipulate large visual-language models used in autonomous robotics.<\/li>\n<li><strong>Testing and Success Rates<\/strong>: Experiments on drones and autonomous cars showed high success rates in hijacking scenarios, with up to 95.5% for drone scenarios and 81.8% for driverless cars.<\/li>\n<li><strong>Real-World Application<\/strong>: The researchers successfully tested their attacks on a small embodied AI robotic car prototype within the UC Santa Cruz engineering building.<\/li>\n<li><strong>Multilingual Attacks<\/strong>: CHAI can be deployed in English, Chinese, Spanish, and Spanglish to manipulate the AI systems.<\/li>\n<li><strong>Future Directions<\/strong>: The research team plans to explore defenses, including authentication of text-based instructions and ensuring safety alignment with the robot&#8217;s mission.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Misleading text in the physical world can hijack AI-enabled robots https:\/\/www.universityofcalifornia.edu\/news\/misleading-text-physical-world-can-hijack-ai-enabled-robots Publish Date: 2026-01-22 15:31:00&#8230;<\/p>\n","protected":false},"author":1,"featured_media":180717,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.universityofcalifornia.edu\/sites\/default\/files\/prompt_correct_2.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[19],"class_list":["post-180716","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-generative-ai"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/180716"}],"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=180716"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/180716\/revisions"}],"predecessor-version":[{"id":180718,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/180716\/revisions\/180718"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/180717"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=180716"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=180716"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=180716"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}