{"id":7372,"date":"2025-09-10T05:58:00","date_gmt":"2025-09-09T20:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7372"},"modified":"2025-09-01T14:00:31","modified_gmt":"2025-09-01T05:00:31","slug":"llms-in-the-soc-an-empirical-study-of-human-ai-collaboration-in-security-operations-centres","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7372","title":{"rendered":"LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>LLMs in the SOC: An Empirical Study of Human-AI Collaboration in Security Operations Centres\u00a0<\/strong>[15.2]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u30bb\u30f3\u30bf\u30fc(SOC)\u3078\u306e\u7d71\u5408\u306f\u3001\u30a2\u30ca\u30ea\u30b9\u30c8\u306e\u4f5c\u696d\u91cf\u3092\u524a\u6e1b\u3059\u308b\u305f\u3081\u306e\u5909\u9769\u7684\u304b\u3064\u307e\u3060\u9032\u5316\u3057\u3066\u3044\u308b\u6a5f\u4f1a\u3092\u63d0\u4f9b\u3059\u308b\u3002 \u672c\u7a3f\u3067\u306f,SOC\u30a2\u30ca\u30ea\u30b9\u30c845\u540d\u3092\u5bfe\u8c61\u306b,10\u30f6\u6708\u30673,090\u4ef6\u306e\u8cea\u554f\u306b\u5bfe\u3057\u3066\u7e26\u65ad\u8abf\u67fb\u3092\u884c\u3063\u305f\u3002 \u5206\u6790\u306e\u7d50\u679c,LLM\u3092\u9ad8\u7cbe\u7d30\u5ea6\u5224\u5b9a\u3067\u306f\u306a\u304f,\u30bb\u30f3\u30b9\u30e1\u30a4\u30ad\u30f3\u30b0\u3084\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u30d3\u30eb\u30c7\u30a3\u30f3\u30b0\u306e\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u652f\u63f4\u3068\u3057\u3066\u6d3b\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.18947v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.18947v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 26 Aug 2025 11:40:02 GMT)<\/li>\n\n\n\n<li>SOC\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u3069\u306e\u3088\u3046\u306bLLM\u3092\u4f7f\u3063\u3066\u3044\u308b\u304b\u306e\u5831\u544a\u3002<\/li>\n\n\n\n<li>\u300cBy analysing thousands of analyst-generated queries, we found that analysts use LLMs as on-demand, task-focused cognitive aids for a variety of tasks, including explaining commands, writing scripts, or improving documentation, rather than as full-time copilots.\u300d\u306f\u73fe\u72b6\u3068\u3057\u3066\u306f\u305d\u3046\u3060\u308d\u3046\u306a\u3068\u3044\u3046\u5370\u8c61\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,352],"class_list":["post-7372","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-security"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7372","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7372"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7372\/revisions"}],"predecessor-version":[{"id":7373,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7372\/revisions\/7373"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7372"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7372"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7372"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}