{"id":15987,"date":"2026-11-09T10:19:28","date_gmt":"2026-11-09T09:19:28","guid":{"rendered":"https:\/\/dailyai.com\/?p=15987"},"modified":"2026-11-09T10:19:28","modified_gmt":"2026-11-09T09:19:28","slug":"ai-agents-stole-cloud-keys-in-five-minutes-microsoft-says","status":"publish","type":"post","link":"https:\/\/dailyai.com\/de\/2026\/11\/ai-agents-stole-cloud-keys-in-five-minutes-microsoft-says\/","title":{"rendered":"KI-Agenten stahlen Cloud-Schl\u00fcssel in f\u00fcnf Minuten, sagt Microsoft."},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>Laut Microsoft Threat Intelligence durchsuchte ein KI-Agent innerhalb von nur f\u00fcnf Minuten das \u00f6ffentliche GitHub-Repository nach geleakten Geheimnissen und kopierte anschlie\u00dfend Daten aus einem Azure Key Vault. Das Unternehmen beobachtete, wie Angreifer ein offensives KI-Framework namens ARTEX nutzten, um auf der \u00f6ffentlichen Code-Sharing-Plattform nach Anmeldeinformationen, Anwendungslogins und KI-API-Schl\u00fcsseln zu suchen und diese anschlie\u00dfend gegen Azure und Microsoft Entra einzusetzen.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft <a href=\"https:\/\/www.microsoft.com\/en-us\/security\/blog\/2026\/11\/05\/threat-actors-use-agentic-ai-tooling-to-find-and-abuse-exposed-secrets\/\" target=\"_blank\" rel=\"noopener\">die Ergebnisse<\/a> In einem Bericht vom 5. November wird Key Vault als Cloud-Speicher f\u00fcr Passw\u00f6rter und Schl\u00fcssel beschrieben. Fr\u00fcher musste man f\u00fcr die Suche nach verbliebenen Passw\u00f6rtern in \u00f6ffentlich zug\u00e4nglichem Quellcode darauf warten, dass eine Person jedes Geheimnis fand, las und ausprobierte. ARTEX erm\u00f6glicht Angreifern schnellere Scans und l\u00e4sst den Agenten die n\u00e4chsten Schritte ausf\u00fchren, ohne dass jeder Schritt manuell eingegeben werden muss.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Vom GitHub-Scan zum Key Vault<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft gab an, dass die Akteure bereits im August 2026 damit begonnen h\u00e4tten, gro\u00dfe Mengen von GitHub-Anfragen nach Geheimnissen zu senden, wobei sie h\u00e4ufig eine Zielorganisation sowie Schl\u00fcsselw\u00f6rter f\u00fcr Geheimnisse, Cloud-Dienste oder einen anderen KI-Anbieter nannten.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Folgeanmeldungen ab dem 28. Oktober<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ab etwa dem 28. Oktober 2026 verzeichnete Microsoft erfolgreiche Anmeldungen von Dienstprinzipalen \u2013 der Anmeldeidentit\u00e4t, die eine App in der Cloud verwendet \u2013 von der IP-Adresse 199.19.77.84 und verwandten Adressen. Dabei wurden geleakte, aber noch g\u00fcltige Anmeldeinformationen f\u00fcr Anwendungen in mehreren Mandanten verwendet. In einigen F\u00e4llen wurden die Anmeldeinformationen einer mandantenf\u00e4higen Anwendung eines Anbieters direkt an der Quelle kompromittiert und genutzt, um nachgelagerte Kunden zu erreichen. Die Angreifer verwendeten diese Anmeldeinformationen, um Cloud-Ressourcen zu kartieren, weitere Anmeldeinformationen und Daten aus Key Vaults und Speicherkonten zu stehlen und Azure-KI-Dienste zu missbrauchen.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Das L\u00f6schen des Geheimnisses reicht nicht aus<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Microsoft empfiehlt Unternehmen, ihren GitHub-Code auf geheime Informationen zu \u00fcberpr\u00fcfen und alle gefundenen Informationen als bereits kompromittiert zu betrachten. Das Entfernen eines Geheimnisses aus einem Repository behebt das Problem nicht, da die Anmeldeinformationen so lange nutzbar bleiben, bis sie widerrufen oder ausgetauscht werden. Das Unternehmen r\u00e4t daher, Anwendungen von langlebigen, im Code gespeicherten Clientgeheimnissen auf verwaltete Identit\u00e4ten umzustellen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GitHub scannt \u00f6ffentliche Repositories automatisch nach Geheimnissen, und Organisationen k\u00f6nnen die \u00f6ffentliche \u00dcberwachung aktivieren, um auch Datenlecks au\u00dferhalb ihres eigenen Bereichs aufzudecken. Microsoft verweist Sicherheitsverantwortliche au\u00dferdem auf GitHub Advanced Security f\u00fcr Azure DevOps und die Empfehlungen von Microsoft Defender for Cloud.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Diese Kampagne unterscheidet sich von dem j\u00fcngsten Fall, in dem <a href=\"https:\/\/dailyai.com\/de\/2026\/11\/stolen-ai-keys-ran-up-1-million-in-bills-google-says\/\">Laut Google verursachten gestohlene KI-API-Schl\u00fcssel Kosten in H\u00f6he von 1 Million US-Dollar.<\/a>. Hier wurden die durchgesickerten Geheimnisse als Tor zu Azure selbst genutzt.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Warum es wichtig ist<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Die Tools von Agentic verk\u00fcrzen die ehemals manuelle Suche nach geleakten Cloud-Zugangsdaten auf wenige Minuten, und ein in einem \u00f6ffentlichen Repository hinterlegter Schl\u00fcssel bleibt so lange aktiv, bis er ausgetauscht wird. Teams, die weiterhin langlebige Anwendungsgeheimnisse im Code speichern, sind dieser Geschwindigkeit ausgesetzt, selbst nachdem sie die betreffende Datei gel\u00f6scht haben.<\/p>","protected":false},"excerpt":{"rendered":"<p>Microsoft zufolge durchsuchte ein KI-Agent innerhalb von f\u00fcnf Minuten das \u00f6ffentliche GitHub-Repository nach durchgesickerten Geheimnissen und kopierte anschlie\u00dfend Daten aus einem Azure Key Vault. Das Unternehmen bringt die Angriffe mit einem Agenten-Framework namens ARTEX in Verbindung.<\/p>","protected":false},"author":16,"featured_media":15988,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[642],"tags":[],"class_list":["post-15987","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-security"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Agents Hit Azure Keys in Five Minutes<\/title>\n<meta name=\"description\" content=\"Microsoft says an AI agent went from scanning public GitHub for leaked secrets to copying data from an Azure Key Vault in five minutes.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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