{"id":11225,"date":"2023-08-17T04:37:20","date_gmt":"2023-08-17T02:37:20","guid":{"rendered":"http:\/\/costops.com\/index.php\/2023\/08\/17\/deepfake-detection-tools-must-work-with-dark-skin-tones-experts-warn\/"},"modified":"2023-08-17T04:37:20","modified_gmt":"2023-08-17T02:37:20","slug":"deepfake-detection-tools-must-work-with-dark-skin-tones-experts-warn","status":"publish","type":"post","link":"http:\/\/costops.com\/index.php\/2023\/08\/17\/deepfake-detection-tools-must-work-with-dark-skin-tones-experts-warn\/","title":{"rendered":"Deepfake detection tools must work with dark skin tones, experts warn"},"content":{"rendered":"<p>Fears that bias in training sets would mean minorities bearing brunt of scams, fraud and misinformation<\/p>\n<p>Detection tools being developed to combat the growing threat of deepfakes \u2013 realistic-looking false content \u2013 must use training datasets that are inclusive of darker skin tones to avoid bias, experts have warned.<\/p>\n<p>Most deepfake detectors are based on a learning strategy that depends largely on the dataset that is used for its training. It then uses AI to detect signs that may not be clear to the human eye.<\/p>\n<p> <a href=\"https:\/\/www.theguardian.com\/technology\/2023\/aug\/17\/deepfake-detection-tools-must-work-with-dark-skin-tones-experts-warn\">Continue reading&#8230;<\/a><br \/>\n<img src=\"https:\/\/i.guim.co.uk\/img\/media\/b8d6c430714d6b9eaef01ef5176fdb6d94c47d9a\/66_0_1800_1080\/master\/1800.jpg?width=140&amp;quality=85&amp;auto=format&amp;fit=max&amp;s=7c53c4e256beee3deaf2fe3d3317f4ca\" title=\"Deepfake detection tools must work with dark skin tones, experts warn\" \/>Fears that bias in training sets would mean minorities bearing brunt of scams, fraud and misinformation<br \/>\nDetection tools being developed to combat the growing threat of deepfakes \u2013 realistic-looking false content \u2013 must use training datasets that are inclusive of darker skin tones to avoid bias, experts have warned.<br \/>\nMost deepfake detectors are based on a learning strategy that depends largely on the dataset that is used for its training. It then uses AI to detect signs that may not be clear to the human eye. Continue reading&#8230;Technology | The Guardian<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Fears that bias in training sets would mean minorities bearing brunt of scams, fraud and misinformation Detection tools being developed to combat the growing threat of deepfakes \u2013 realistic-looking false content \u2013 must use training datasets that are inclusive of darker skin tones to avoid bias, experts have warned. Most deepfake detectors are based on &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"http:\/\/costops.com\/index.php\/2023\/08\/17\/deepfake-detection-tools-must-work-with-dark-skin-tones-experts-warn\/\"> <span class=\"screen-reader-text\">Deepfake detection tools must work with dark skin tones, experts warn<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":0,"featured_media":11226,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/posts\/11225"}],"collection":[{"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/comments?post=11225"}],"version-history":[{"count":0,"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/posts\/11225\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/media\/11226"}],"wp:attachment":[{"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/media?parent=11225"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/categories?post=11225"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/costops.com\/index.php\/wp-json\/wp\/v2\/tags?post=11225"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}