{"id":5350,"date":"2025-07-15T06:03:26","date_gmt":"2025-07-15T06:03:26","guid":{"rendered":"https:\/\/serisec.com\/index.php\/2025\/07\/15\/sophosai-at-black-hat-usa-25-anomaly-detection-betrayed-us-so-we-gave-it-a-new-job\/"},"modified":"2025-07-15T06:03:26","modified_gmt":"2025-07-15T06:03:26","slug":"sophosai-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\/07\/15\/sophosai-at-black-hat-usa-25-anomaly-detection-betrayed-us-so-we-gave-it-a-new-job\/","title":{"rendered":"SophosAI at Black Hat USA \u201925: Anomaly detection betrayed us, so we gave it a new job"},"content":{"rendered":"<p>    SophosAI 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>Sophos\u2019 Ben Gelman and Sean Bergeron will present their research on enhancing command line classification with benign anomalous data at Las Vegas<\/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\/07\/14\/sophosai-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>SophosAI at Black Hat USA \u201925: Anomaly detection betrayed us, so we gave it a new job Sophos\u2019 Ben Gelman and Sean Bergeron will present their research on enhancing command line classification with benign anomalous data at Las Vegas 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":[1569,1570,106,268,58,1571,103,110],"tags":[59],"class_list":["post-5350","post","type-post","status-publish","format-standard","hentry","category-anomaly-detection","category-black-hat-2025","category-featured","category-llm","category-sophos","category-sophos-ai","category-sophos-x-ops","category-threat-research","tag-sophos"],"_links":{"self":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts\/5350"}],"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=5350"}],"version-history":[{"count":0,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/posts\/5350\/revisions"}],"wp:attachment":[{"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/media?parent=5350"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/categories?post=5350"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/serisec.com\/index.php\/wp-json\/wp\/v2\/tags?post=5350"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}