{"id":12692,"date":"2022-07-08T12:41:33","date_gmt":"2022-07-08T16:41:33","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=12692"},"modified":"2022-07-08T12:41:33","modified_gmt":"2022-07-08T16:41:33","slug":"how-microsoft-and-google-use-ai-red-teams-to-stress-test-their-systems","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/how-microsoft-and-google-use-ai-red-teams-to-stress-test-their-systems\/12692\/","title":{"rendered":"How Microsoft and Google Use AI Red Teams to \u201cStress Test\u201d Their Systems"},"content":{"rendered":"Originally published in Emerging Tech Brew, June 14, 2022.\u00a0 Since 2019, some Big Tech firms have implemented AI red teams to reveal shortcomings, biases, and security flaws. It was a snowy day in February, and Amanda Minnich was attacking an AI system. With one block of code\u2014and no other details\u2014she needed to hack into one of the most complex machine learning systems operated by a Microsoft partner. Minnich tried a few different approaches, first attempting to use a single image to confuse the system, then trying it with multiple images. Finally, she made a last-ditch effort to hoodwink <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/how-microsoft-and-google-use-ai-red-teams-to-stress-test-their-systems\/12692\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in Emerging Tech Brew, June 14, 2022.\u00a0 Since 2019, some Big Tech firms have implemented AI red teams to reveal shortcomings, biases, and security flaws. It was a snowy day in February, and Amanda Minnich was attacking an AI system. With one block of code\u2014and no other details\u2014she needed to hack into one [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11,48],"tags":[],"class_list":["post-12692","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/12692","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=12692"}],"version-history":[{"count":1,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/12692\/revisions"}],"predecessor-version":[{"id":12693,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/12692\/revisions\/12693"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=12692"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=12692"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=12692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}