{"id":5969,"date":"2025-08-08T06:03:46","date_gmt":"2025-08-08T06:03:46","guid":{"rendered":"https:\/\/serisec.com\/index.php\/2025\/08\/08\/sophos-ai-at-black-hat-usa-25-anomaly-detection-betrayed-us-so-we-gave-it-a-new-job\/"},"modified":"2025-08-08T06:03:46","modified_gmt":"2025-08-08T06:03:46","slug":"sophos-ai-at-black-hat-usa-25-anomaly-detection-betrayed-us-so-we-gave-it-a-new-job","status":"publish","type":"post","link":"https:\/\/serisec.com\/index.php\/2025\/08\/08\/sophos-ai-at-black-hat-usa-25-anomaly-detection-betrayed-us-so-we-gave-it-a-new-job\/","title":{"rendered":"Sophos AI at Black Hat USA \u201925: Anomaly detection betrayed us, so we gave it a new job"},"content":{"rendered":"<p>    Sophos AI at Black Hat USA \u201925: Anomaly detection betrayed us, so we gave it a new job<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>Following on from our preview, here&#8217;s Ben Gelman and Sean Bergeron&#8217;s research on enhancing command line classification with benign anomalous data<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Matt Wixey<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/news.sophos.com\/en-us\/2025\/08\/07\/sophos-ai-at-black-hat-usa-25-anomaly-detection-betrayed-us-so-we-gave-it-a-new-job\/\">Go to sophos<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sophos AI at Black Hat USA \u201925: Anomaly detection betrayed us, so we gave it a new job Following on from our preview, here&#8217;s Ben Gelman and Sean Bergeron&#8217;s research on enhancing command line classification with benign anomalous data Matt Wixey Go to sophos<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[167,1569,1670,1671,106,268,58,103,110],"tags":[59],"class_list":["post-5969","post","type-post","status-publish","format-standard","hentry","category-ai","category-anomaly-detection","category-black-hat","category-command-line","category-featured","category-llm","category-sophos","category-sophos-x-ops","category-threat-research","tag-sophos"],"_links":{"self":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts\/5969"}],"collection":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/comments?post=5969"}],"version-history":[{"count":0,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts\/5969\/revisions"}],"wp:attachment":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/media?parent=5969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/categories?post=5969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/tags?post=5969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}