{"id":55030,"date":"2025-09-11T09:22:42","date_gmt":"2025-09-11T17:22:42","guid":{"rendered":"https:\/\/www.sumologic.com\/blog\/%ec%84%80%eb%8f%84-ait%ec%9d%98-%eb%b6%80%ec%83%81"},"modified":"2026-02-25T04:28:23","modified_gmt":"2026-02-25T12:28:23","slug":"rise-shadow-ait","status":"publish","type":"blog","link":"https:\/\/www.sumologic.com\/ko\/blog\/rise-shadow-ait","title":{"rendered":"\uc100\ub3c4 AIT\uc758 \ubd80\uc0c1"},"content":{"rendered":"\n<section class=\"e-stn e-stn-0d652506f82b000a392973813b918ee25d5b4211 e-stn--glossary-inner-content e-stn--table-of-content\"><div class=\"container\">\n<div class=\"wp-block-b3rg-row e-row row\">\n<div class=\"wp-block-b3rg-column e-col e-col-1f7b3997080fc292474d26ff00c905d99d3520fa e-col--content-wrapper  col-sm-12 col-lg-12 col-xl-12\">\n<div class=\"e-div e-div-a1b32f66e1749758df41d5aea14f647cd10e362c e-div--card-btn-link\"><div class=\"e-img \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"700\" height=\"200\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/Meta_Shadow-AIT_Blog_700x200-1.png\" alt=\"Sumo Logic: &#xC100;&#xB3C4; AIT\" class=\"wp-image-51372\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/Meta_Shadow-AIT_Blog_700x200-1.png 700w, https:\/\/www.sumologic.com\/wp-content\/uploads\/Meta_Shadow-AIT_Blog_700x200-1-300x86.png 300w, https:\/\/www.sumologic.com\/wp-content\/uploads\/Meta_Shadow-AIT_Blog_700x200-1-575x164.png 575w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>\ub9cc\uc77c <a href=\"https:\/\/www.sumologic.com\/blog\/leading-full-stack-observability-logs\">\uc100\ub3c4 IT<\/a>\uac00 SaaS \uc2dc\ub300\uc758 \uae38\ud2f0 \ud50c\ub808\uc800\ub77c\uba74, \uc100\ub3c4 AIT\ub294 \uc2b9\uc778, \ub85c\uae45 \ub610\ub294 \uc81c\uc5b4 \uc5c6\uc774 \ube44\uc988\ub2c8\uc2a4 \uc6cc\ud06c\ud50c\ub85c\uc5d0 \uc740\ubc00\ud788 \uc5f0\uacb0\ub418\ub294 \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 AI \ubaa8\ub378, \ub3c4\uad6c \ubc0f \uc790\uc728 \uc5d0\uc774\uc804\ud2b8\uc778 GenAI\uc5d0\uac8c \uc288\uac70 \ub7ec\uc2dc\uacfc \uac19\uc740 \uc874\uc7ac\uc785\ub2c8\ub2e4. \ube60\ub974\uace0, \uc720\uc6a9\ud558\uc9c0\ub9cc \uacf5\uaca9\uc801\uc785\ub2c8\ub2e4.\u00a0<\/p>\n\n\n\n<p><a href=\"https:\/\/www.netskope.com\/netskope-threat-labs\/cloud-threat-report\/generative-ai-2025\" target=\"_blank\" rel=\"noreferrer noopener\">Netskope\uc758 2025 GenAI<\/a> \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74 \ud604\uc7ac \uae30\uc5c5\uc740 \ud3c9\uade0 \uc57d 6\uac1c\uc758 GenAI \uc571\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\uc73c\uba70, \uc0c1\uc704 25% \uae30\uc5c5\uc740 13\uac1c \uc774\uc0c1\uc758 \uc571\uc744 \uc0ac\uc6a9\ud558\uace0 \uc788\uc73c\uba70, \uc804\uccb4\uc801\uc73c\ub85c 300\uac1c \uc774\uc0c1\uc758 \uc11c\ub85c \ub2e4\ub978 GenAI \uc571\uc744 \ucd94\uc801\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c GenAI \uc571\uc73c\ub85c \uc804\uc1a1\ub418\ub294 \ub370\uc774\ud130\uac00 \uc804\ub144 \ub300\ube44 30\ubc30 \uc99d\uac00\ud55c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.menlosecurity.com\/press-releases\/menlo-securitys-2025-report-uncovers-68-surge-in-shadow-generative-ai-usage-in-the-modern-enterprise\" target=\"_blank\" rel=\"noreferrer noopener\">Menlo Security\uc758 AI \ubcf4\uace0\uc11c<\/a>\uc5d0 \ub530\ub974\uba74 \uc100\ub3c4 GenAI\uac00 68% \uae09\uc99d\ud558\uc5ec &#8216;\uc720\uc6a9\ud55c&#8217; \uae30\ub2a5\uc774 &#8216;\uc704\ud5d8\ud55c&#8217; \uae30\ub2a5\uc73c\ub85c \ubc14\ub00c\uace0 \uc788\ub2e4\uace0 \uacbd\uace0\ud569\ub2c8\ub2e4. <a href=\"https:\/\/newsroom.cisco.com\/c\/dam\/r\/newsroom\/en\/us\/interactive\/cybersecurity-readiness-index\/2025\/documents\/2025_Cisco_Cybersecurity_Readiness_Index.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Cisco\uc758 2025 \uc900\ube44\ub3c4 \uc9c0\uc218<\/a>\uc5d0 \ub530\ub974\uba74 \uc870\uc9c1\uc758 \uc57d 60%\uac00 \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 AI \ub3c4\uad6c\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ud655\uc2e0\uc774 \ubd80\uc871\ud55c \uac83\uc73c\ub85c \ub098\ud0c0\ub0ac\uc73c\uba70, \uc774\uc5d0 \ub530\ub77c \ubaa8\ub2c8\ud130\ub9c1\uc758 \ud544\uc694\uc131\uc774 \uac15\uc870\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. <a href=\"https:\/\/www.gartner.com\/en\/articles\/ai-trust-and-ai-risk\" target=\"_blank\" rel=\"noreferrer noopener\">Gartner<\/a>\ub294 \uc774 \ubb38\uc81c\ub97c GenAI \ub370\uc774\ud130 \ud504\ub85c\uadf8\ub7a8 \uc624\ub958\uc640 \uc5f0\uad00\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc100\ub3c4 AI\ub294 \uc870\uc9c1\uacfc \uc9c1\ubb34 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud655\uc0b0\ub418\uace0 \uc788\uc73c\uba70, \ub370\uc774\ud130 \ub178\ucd9c \ubc0f \uac70\ubc84\ub10c\uc2a4 \uc704\ud5d8\uc774 \uc2e4\uc81c\ub85c \ubc1c\uc0dd\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \uc9c1\uc6d0\uc774 \uc790\uc2e0\uc758 AI\ub97c \uac00\uc838\uc62c \uacbd\uc6b0 \ub354\uc6b1 \uadf8\ub7ec\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774 \ubb38\uc11c\ub294 \uc100\ub3c4 AIT\ub97c \ubc1c\uacac\ud558\uace0 \uad00\ub9ac\ud558\uae30 \uc704\ud55c \uc2e4\uc6a9\uc801\uc778 \uc6d0\uaca9 \uce21\uc815 \uc911\uc2ec \uac00\uc774\ub4dc\uc785\ub2c8\ub2e4. \ud0d0\uc9c0\ub97c MITRE ATLAS, LLM \uc571\uc6a9 OWASP Top 10, NIST AI RMF\uc5d0 \ub9e4\ud551\ud558\uace0 \uc218\uc9d1\ud574\uc57c \ud560 \ub85c\uadf8(CloudTrail, CloudWatch, \uc5d4\ub4dc\ud3ec\uc778\ud2b8, \uc571 \ub85c\uadf8, \ubaa8\ub378 \ucee8\ud14d\uc2a4\ud2b8 \ud504\ub85c\ud1a0\ucf5c\/MCP \uc6d0\uaca9 \uce21\uc815)\uc5d0 \ub300\ud574 \uad6c\uccb4\uc801\uc73c\ub85c \uc54c\uc544\ubcfc \uac83\uc785\ub2c8\ub2e4. \uc9c0\uae08 \ubc14\ub85c SIEM\uc5d0 \uc124\uce58\ud560 \uc218 \uc788\ub294 Sumo Logic \uc2a4\ud0c0\uc77c \ucffc\ub9ac\ub3c4 \ubcf4\uc5ec\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<style><\/style><style><\/style>\n<section class=\"e-stn e-stn-56e7d4c8a7de949ca8e7ef6e847c233907af1c86 e-pt-40 e-pb-40\"><style>@media only screen and (max-width: 9999px) {\n\t\t\t\t\t\t\t\t\t.e-stn.e-stn-56e7d4c8a7de949ca8e7ef6e847c233907af1c86 { \n\t\t\t\t\t\t\t\t\t\tbackground-color: #f8f8f8; \n\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t}@media only screen and (max-width: 1200px) {\n\t\t\t\t\t\t\t\t\t.e-stn.e-stn-56e7d4c8a7de949ca8e7ef6e847c233907af1c86 { \n\t\t\t\t\t\t\t\t\t\tbackground-color: #f8f8f8; \n\t\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t\t}<\/style><div class=\"container\">\n<div class=\"wp-block-b3rg-row e-row row justify-content-center\">\n<div class=\"wp-block-b3rg-column e-col e-col-aa7dff73b9f028db5f3d310beef8385bc537c675  col-sm-10\">\n<h3 class=\"wp-block-heading has-text-align-center\" id=\"respond-faster-with-sumo-logic-dojo-ai-1\">Respond faster with Sumo Logic Dojo AI<\/h3>\n\n\n\n<p class=\"has-text-align-center\">Cut through the noise, detect threats faster, and resolve issues before they disrupt your operations.<\/p>\n\n\n\n<div class=\"wp-block-group is-content-justification-center is-nowrap is-layout-flex wp-container-core-group-is-layout-fffd27ee wp-block-group-is-layout-flex\" style=\"padding-top:0;padding-bottom:var(--wp--preset--spacing--60)\"><div class=\"e-btn e-btn--underline-black-common-link-with-arrow\"><a class=\"e-btn__link\" href=\"https:\/\/www.sumologic.com\/solutions\/dojo-ai\" target=\"_self\">\n<p class=\"title\">Explore Dojo AI<\/p>\n<\/a><\/div><\/div>\n\n\n\n<div id=\"wistia-block_fa85a2ef7b22857498e1472fa3672625\" class=\"wistia-video-block\" data-wistia-video=\"wistia_471zkno1sb\">\n\n    <script src=\"https:\/\/fast.wistia.com\/player.js\" async><\/script>\n    <script src=\"https:\/\/fast.wistia.com\/embed\/471zkno1sb.js\" async type=\"module\"><\/script>\n\n    <style>\n        wistia-player[media-id='471zkno1sb']:not(:defined) {\n            background: center \/ contain no-repeat url('https:\/\/fast.wistia.com\/embed\/medias\/471zkno1sb\/swatch');\n            display: block;\n            filter: blur(5px);\n            padding-top: 56.25%;\n        }\n    <\/style>\n\n    <wistia-player\n        media-id=\"471zkno1sb\"\n        aspect=\"1.7777777777777777\">\n    <\/wistia-player>\n\n<\/div>\n\n<style>\n    div[data-wistia-video=\"wistia_471zkno1sb\"] {\n        position: relative;\n        width: 100%;\n        padding-top: 56.25%;\n        background: center \/ cover no-repeat url('https:\/\/fast.wistia.com\/embed\/medias\/471zkno1sb\/swatch');\n    }\n\n    div[data-wistia-video=\"wistia_471zkno1sb\"] wistia-player {\n        position: absolute;\n        top: 0;\n        left: 0;\n        width: 100%;\n        height: 100%;\n        filter: none;\n    }\n<\/style>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n<style>\n a.e-btn__link { text-decoration: none !important; }\n\n.e-stn--glossary-inner-content .e-col--content-wrapper h3, .e-stn--glossary-inner-content .e-col--content-wrapper .h3 { padding: 0 !important; }\n\n@media (min-width: 992px) {\n    .e-stn--glossary-inner-content .e-col--content-wrapper h3, .e-stn--glossary-inner-content .e-col--content-wrapper .h3 { padding: 0 !important; }\n}\n<\/style>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-shadow-ait\">\uc100\ub3c4 AIT \uc18c\uac1c<\/h2>\n\n\n\n<p>\uc100\ub3c4\uc6b0 AIT\ub294 \ud504\ub85c\ub355\uc158 \ub370\uc774\ud130\uc640 \uc2dc\uc2a4\ud15c\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\ub294 AI \uc11c\ube44\uc2a4, AI \ub3c4\uad6c, \uc5d0\uc774\uc804\ud2b8 \uae00\ub8e8(\ud50c\ub7ec\uadf8\uc778\/\ub3c4\uad6c, MCP \uc11c\ubc84, Bedrock Agents, LangChain \ub3c4\uad6c \ub4f1)\ub97c \ubcf4\uc548\uc758 \uac00\uc2dc \ubc94\uc704\ub97c \ubc97\uc5b4\ub098 \ubb34\ub2e8\uc73c\ub85c \uc0ac\uc6a9\ud558\ub294 \ubaa8\ub4e0 \uac83\uc744 \ub9d0\ud569\ub2c8\ub2e4.\u00a0<\/p>\n\n\n\n<p>AI \uc5f4\ucc28\ub294 \uc774\ubbf8 \uc5ed\uc744 \ub5a0\ub0ac\uc2b5\ub2c8\ub2e4. \uae30\uc5c5\uc774 \ucc98\ud55c \ub09c\uc81c\ub294 AI \ub3c4\uad6c\ub97c \ud5c8\uc6a9\ud558\uc9c0 \uc54a\uc73c\uba74 \uc624\ud788\ub824 \uc100\ub3c4 AI\ub97c \uc7a5\ub824\ud558\uac8c \ub41c\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc9c1\uc6d0\ub4e4\uc740 \uc774\ubbf8 AI\uac00 \uc0b6\uc758 \ubaa8\ub4e0 \uce21\uba74\uc5d0 \uac00\uc838\ub2e4\uc8fc\ub294 \uac00\uce58\ub97c \uccb4\uac10\ud588\uc73c\uba70, <a href=\"https:\/\/www.sumologic.com\/ko\/blog\/ai-security-policies\">AI \uc0ac\uc6a9\uc744 \ub9c9\uc544\ub3c4 \uc228\uc5b4\uc11c \uc0ac\uc6a9\ud558\uac8c \ub420 \ubfd0\uc785\ub2c8\ub2e4<\/a>. AI\ub294 \ub2e8\uc21c\ud788 \ub370\uc774\ud130\ub97c \ucc98\ub9ac\ud558\ub294 \ub370 \uadf8\uce58\uc9c0 \uc54a\uace0 \ub370\uc774\ud130\ub97c \ud1b5\ud574 \ud559\uc2b5\ud558\uace0, \uc5c9\ub6b1\ud55c \uacb0\uacfc\ub97c \ub9cc\ub4e4\uc5b4\ub0b4\uace0, \uac00\uc7a5 \ubbfc\uac10\ud55c \uc2dc\uc2a4\ud15c\uc5d0 \uc561\uc138\uc2a4\ud558\uace0, \ub54c\ub85c\ub294 \uac00\uc871 \ubaa8\uc784\uc5d0\uc11c \uc220 \ucde8\ud55c \uc0bc\ucd0c\ucc98\ub7fc \ube44\ubc00\uc744 \ud758\ub9ac\uae30\ub3c4 \ud55c\ub2e4\ub294 \uc810\uc5d0\uc11c \uc100\ub3c4 IT\uc640 \ube44\uc2b7\ud558\uc9c0\ub9cc, \uadf8\ubcf4\ub2e4 \ud6e8\uc52c \ub354 \uac15\ub825\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc65c \uc100\ub3c4 AI\uac00 \uae09\uc99d\ud560\uae4c\uc694? AI \ub3c4\uad6c\uc758 \ubcf4\ud3b8\ud654 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc774\uc81c \ube44\uae30\uc220\uc790\ub3c4 \uc5d0\uc774\uc804\ud2b8\ub97c \uc2e4\ud589\ud558\uc5ec \uc791\uc5c5\uc744 \uc790\ub3d9\ud654\ud558\uac70\ub098 copilot\uc73c\ub85c \uc804\ubb38\uac00\ucc98\ub7fc \ucf54\ub529\ud560 \uc218 \uc788\uc744 \ub9cc\ud07c \ub3c4\uad6c\uc758 \uc811\uadfc\uc131\uc774 \ub192\uc544\uc84c\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uad00\ub9ac \uac10\ub3c5\uc774 \ubd80\uc7ac\ud558\uba74 \ub370\uc774\ud130 \uc720\ucd9c\ubd80\ud130 \uaddc\uc815 \uc900\uc218 \uc704\ubc18 \ubb38\uc81c\uae4c\uc9c0, \uae30\uc5c5 \uc804\ubc18\uc5d0 \uc704\ud5d8 \uc0ac\uac01\uc9c0\ub300\uac00 \uc0dd\uae41\ub2c8\ub2e4.\u00a0<\/p>\n\n\n\n<p>\uba38\uc9c0\uc54a\uc544 \uc0ac\uace0 \ubc1c\uc0dd \ud6c4 \uc9c4\ud589\ub418\ub294 \ud68c\uc758\uc5d0\uc11c \ub9ac\ub354\ub4e4\uc774 &#8220;\uadf8 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 AI\ub97c \uc0ac\uc6a9\ud558\ub294\uc9c0 \ubab0\ub790\ub2e4&#8221;\uace0 \ub9d0\ud558\uac70\ub098, AI\ub97c \uadf8\ub7f0 \uc2dd\uc73c\ub85c \uc0ac\uc6a9\ud558\ub3c4\ub85d \uc2b9\uc778\ud55c \uc0ac\ub78c\uc774 \ub204\uad6c\uc778\uc9c0 \ubb3c\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc100\ub3c4 IT\ub97c \ubc29\uc9c0\ud558\ub824\uba74 \ud300\uc758 AI \uc804\ub7b5\uc5d0 \ud798\uc744 \uc2e4\uc5b4\uc8fc\uace0 \ud601\uc2e0\uc744 \uc9c0\uc6d0\ud558\ub418, \ub108\ubb34 \ub9ce\uc740 \ub9c8\ucc30\uc744 \uc77c\uc73c\ud0a4\uc9c0 \uc54a\ub294 \ubc94\uc704\uc5d0\uc11c \ud1b5\uc81c\uc640 \uac70\ubc84\ub10c\uc2a4\ub97c \uad6c\ud604\ud574\uc57c \ud569\ub2c8\ub2e4.\u00a0<\/p>\n\n\n\n<p>AI \ub808\ub4dc\ud300 \uc5ed\ud560\uc744 \ud558\uac70\ub098 \uce68\ud22c \ud14c\uc2a4\ud2b8 \ud3c9\uac00\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc744 \ub9cc\ud07c \uacbd\ud5d8\uc774 \ucda9\ubd84\ud558\uba74 \ubcf4\ub108\uc2a4 \uc810\uc218\ub97c \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud3c9\uac00\uc790\uc640 \ud611\ub825\ud558\uc5ec \ud14c\uc2a4\ud2b8 \uc911\uc5d0 \ub85c\uadf8 \uc6d0\uaca9 \uce21\uc815\uc744 \ucea1\ucc98\ud558\uba74, \ud5a5\ud6c4 \uc545\uc758\uc801\uc778 \ud589\ub3d9\uc774\ub098 AI \ub0a8\uc6a9\uc744 \ud3ec\ucc29\ud560 \uc218 \uc788\ub294 \ud0d0\uc9c0 \uaddc\uce59\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"frameworks-to-anchor-your-program\">\ud504\ub85c\uadf8\ub7a8\uc758 \uae30\ubc18\uc774 \ub418\ub294 \ud504\ub808\uc784\uc6cc\ud06c<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"ai-trism\">AI TRiSM<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.gartner.com\/en\/information-technology\/glossary\/ai-trism\" target=\"_blank\" rel=\"noreferrer noopener\">AI TRiSM<\/a>\uc740 \uc778\uacf5 \uc9c0\ub2a5 \uc2e0\ub8b0, \uc704\ud5d8 \ubc0f \ubcf4\uc548 \uad00\ub9ac\uc758 \uc57d\uc790\uc785\ub2c8\ub2e4. Gartner\uc5d0\uc11c \ub9cc\ub4e0 \uc774 \ud504\ub808\uc784\uc6cc\ud06c\ub294 AI \uc2dc\uc2a4\ud15c\uc758 \uc804\uccb4 \uc218\uba85 \uc8fc\uae30 \ub3d9\uc548 \uc2e0\ub8b0\uc131, \uaddc\uc815 \uc900\uc218, \ubcf4\uc548\uc744 \ubcf4\uc7a5\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc27d\uac8c \ub9d0\ud574,<strong><em> \uc2e0\ub8b0<\/em><\/strong>\ub294 AI\uac00 \uc5b4\ub5bb\uac8c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294\uc9c0 \uc124\uba85\ud560 \uc218 \uc788\ub294\uc9c0, \uacf5\uc815\ud558\uace0 \uc2e0\ub8b0\ud560 \uc218 \uc788\uc73c\uba70 \ud3b8\uacac\uc774 \uc5c6\ub294\uc9c0\uc5d0 \ub300\ud574 \ubb3b\uc2b5\ub2c8\ub2e4. <strong><em>\uc704\ud5d8<\/em><\/strong>\uc740 \uc5b4\ub5a4 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\ub294\uc9c0\ub97c \ub2e4\ub8e8\uba70, \ub370\uc774\ud130 \uc720\ucd9c, \uac70\uc9d3 \uc815\ubcf4, \uc801\ub300\uc801\uc778 \ud574\ud0b9, \uaddc\uc81c \ubb38\uc81c \ub4f1\uc744 \uc608\ub85c \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <strong><em>\ubcf4\uc548<\/em><\/strong>\uc740 \ubaa8\ub378, \ub370\uc774\ud130, \uc778\ud504\ub77c\ub97c \uacf5\uaca9\u00b7\uc624\uc6a9\u00b7\ubb34\ub2e8 \uc561\uc138\uc2a4\ub85c\ubd80\ud130 \uc5b4\ub5bb\uac8c \ubcf4\ud638\ud560\uc9c0\ub97c \ub2e4\ub8f9\ub2c8\ub2e4.<br\/><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"nist-ai-rmf-1-0-generative-ai-profile-ai-600-1\">NIST AI RMF 1.0 + \uc0dd\uc131\ud615 AI \ud504\ub85c\ud30c\uc77c(AI 600-1)\u00a0<\/h3>\n\n\n\n<p><a href=\"https:\/\/nvlpubs.nist.gov\/nistpubs\/ai\/nist.ai.100-1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">NIST\uc758 AI \uc704\ud5d8 \uad00\ub9ac \ud504\ub808\uc784\uc6cc\ud06c<\/a>\ub294 \ub9f5(\uc704\ud5d8 \uc2dd\ubcc4), \uce21\uc815(\uc815\ub7c9\ud654), \uad00\ub9ac(\uc644\ud654), \uac70\ubc84\ub10c\uc2a4(\uc804\uccb4 \uac10\ub3c5)\uc640 \uac19\uc740 \ud575\uc2ec \uae30\ub2a5\uc744 \uac16\ucd98 \uac70\ubc84\ub10c\uc2a4 GPS\uc785\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \ud658\uacbd\uc5d0\uc11c \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 AI \uc0ac\uc6a9\uc744 \ub9e4\ud551\ud55c \ub2e4\uc74c AI \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc0ac\uace0 \ub300\uc751 \uc694\uad6c \uc0ac\ud56d\uc744 \uc900\uc218\ud558\uba74\uc11c \ub370\uc774\ud130 \ub178\ucd9c\ub960\uacfc \uac19\uc740 \uba54\ud2b8\ub9ad\uc744 \ud1b5\ud574 \uc704\ud5d8\uc744 \uce21\uc815\ud558\uc5ec \uc100\ub3c4 AI\uc5d0 \uc801\uc6a9\ud558\uc138\uc694.<strong><br\/><br\/><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"mitre-atlas\">MITRE ATLAS\u00a0<\/h3>\n\n\n\n<p>MITRE ATLAS\ub294 MITRE ATT&amp;CK\uc640 \uac19\uc740 AI \uc2dc\uc2a4\ud15c\uc6a9 \uacf5\uaca9\uc790 \ud50c\ub808\uc774\ubd81\uc774\uc9c0\ub9cc, \uba38\uc2e0 \ub7ec\ub2dd \uc704\ud611\uc5d0 \ub9de\uac8c \uc870\uc815\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130 \ud3ec\uc774\uc988\ub2dd(\uc545\uc758\uc801\uc778 \ud589\uc704\uc790\uac00 \ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc870\uc791\ud558\ub294 \uac83) \ub610\ub294 \ubaa8\ub378 \ud68c\ud53c(AI\uac00 \uc798\ubabb\ub41c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub3c4\ub85d \uc18d\uc774\ub294 \uac83)\uc640 \uac19\uc740 \uc804\uc220\uc744 \ub9e4\ud551\ud569\ub2c8\ub2e4. <a href=\"https:\/\/atlas.mitre.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">ATLAS<\/a>\ub97c \ud65c\uc6a9\ud574 \ub85c\uadf8\ub97c \ub9e4\ud2b8\ub9ad\uc2a4\uc640 \uad50\ucc28 \uac80\uc99d\ud558\uc5ec \uc100\ub3c4 AI \uc704\ud5d8\uc744 \ud3c9\uac00\ud558\uc138\uc694. \uc608\ub97c \ub4e4\uc5b4, \uc545\uc131 \ucf54\ud30c\uc77c\ub7ff\uc5d0\uc11c \ud68c\ud53c \uae30\uc220\uc744 \uc554\uc2dc\ud558\ub294 \ube44\uc815\uc0c1\uc801\uc778 API \ud638\ucd9c\uc744 \ubc1c\uacac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br\/><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"owasp-top-10-for-llm-apps-2025-refresh\">OWASP \uc120\uc815 LLM \uc571\uc758 10\uac00\uc9c0 \uc704\ud5d8(2025\ub144 \uc5c5\ub370\uc774\ud2b8)<\/h3>\n\n\n\n<p>\uc774 \uc790\ub8cc\ub294 \ud504\ub86c\ud504\ud2b8 \uc8fc\uc785(\ubaa8\ub378\uc744 \ud0c8\ucde8\ud558\ub294 \uad50\ubb18\ud55c \uc785\ub825)\uc774\ub098 \ubbfc\uac10 \uc815\ubcf4 \uc720\ucd9c(\ucd9c\ub825\uc5d0\uc11c \uac1c\uc778 \uc2dd\ubcc4 \uc815\ubcf4(PII) \uc720\ucd9c)\uacfc \uac19\uc774 <a href=\"https:\/\/owasp.org\/www-project-top-10-for-large-language-model-applications\/\" target=\"_blank\" rel=\"noreferrer noopener\">\ub300\uaddc\ubaa8 \uc5b8\uc5b4 \ubaa8\ub378(LLM)\uc5d0 \ud2b9\ud654\ub41c \ucde8\uc57d\uc810<\/a>\uc744 \uc18c\uac1c\ud569\ub2c8\ub2e4. \uc100\ub3c4 AI \uc0c1\ud669\uc5d0\uc11c\ub294 \uc9c1\uc6d0\ub4e4\uc774 \uc790\uc2e0\ub3c4 \ubaa8\ub974\uac8c \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uc77c\uc73c\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub9c8\ucf00\ud305 \ud300\uc740 \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 LLM \uc571\uc744 \uc0ac\uc6a9\ud558\ub2e4\uac00 \uacfc\ub3c4\ud558\uac8c \uc758\uc874(\uac70\uc9d3 \uc815\ubcf4\uac00 \uac00\ub4dd\ud55c \uacb0\uacfc\ubb3c\uc744 \ub9f9\ubaa9\uc801\uc73c\ub85c \uc2e0\ub8b0)\ud558\uc5ec \uc798\ubabb\ub41c \ube44\uc988\ub2c8\uc2a4 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br\/><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-to-log-and-why\">\uae30\ub85d\ud560 \ub0b4\uc6a9(\ubc0f \uae30\ub85d\ud574\uc57c \ud560 \uc774\uc720)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"cloud-model-apis\">\ud074\ub77c\uc6b0\ub4dc\/\ubaa8\ub378 API\u00a0<\/h3>\n\n\n\n<p>\uba3c\uc800 AWS Bedrock(\uc100\ub3c4 AI \uc2e4\ud5d8\uc758 \uc911\uc2ec\uc9c0)\uacfc \uac19\uc740 \uc11c\ube44\uc2a4\uc758 API \ub85c\uadf8\uc5d0 \uc5f0\uacb0\ud558\uc138\uc694. \uc608\ub97c \ub4e4\uc5b4, converse \ubc0f converse_stream \ud638\ucd9c\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud569\ub2c8\ub2e4. \uc785\ub825\/\ucd9c\ub825 \ud1a0\ud070, \uc9c0\uc5f0 \uc2dc\uac04, \ubd84\ub2f9 \ud638\ucd9c \uc218\uc640 \uac19\uc740 \uba54\ud2b8\ub9ad\uc744 \ucd94\uc801\ud558\uc138\uc694.\u00a0<\/p>\n\n\n\n<p>\ub300\ubd80\ubd84\uc758 \ud074\ub77c\uc6b0\ub4dc \uc81c\uacf5\uc5c5\uccb4\ub294 \ud154\ub808\uba54\ud2b8\ub9ac\ub97c \ubb38\uc11c\ud654\ud588\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 AWS <strong>Bedrock<\/strong>\uc5d0\uc11c\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \uacc4\uce21\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>InvokeModel \/ Converse \/ ConverseStream<\/em> \ubc0f <strong>Agents<\/strong>(<em>InvokeAgent<\/em>)\uc5d0 \ub300\ud55c <a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/logging-using-cloudtrail.html\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>CloudTrail<\/strong> \uad00\ub9ac\/\ub370\uc774\ud130 \uc774\ubca4\ud2b8<\/a>. ID, \ubaa8\ub378 ID \ubc0f \uc9c0\uc5ed \uac04 \uc774\uc0c1 \uc9d5\ud6c4 \ud0d0\uc9c0\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/monitoring-agents-cw-metrics.html\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>CloudWatch<\/strong><strong>Agents<\/strong> \uba54\ud2b8\ub9ad<\/a>: \ud638\ucd9c, \ud1a0\ud070 \uc218, \uccab \ubc88\uc9f8 \ud1a0\ud070\uae4c\uc9c0\uc758 \uc2dc\uac04(TTFT), \uc2a4\ub85c\ud2c0, \ud074\ub77c\uc774\uc5b8\ud2b8\/\uc11c\ubc84 \uc624\ub958 &#8211; \uac00\ub4dc\ub808\uc77c \ucc28\ub2e8\ub960 \ubc0f \ube44\uc6a9\/\uc624\ub0a8\uc6a9 \uc774\uc0c1\uac12 \uac10\uc9c0\uc5d0 \uc801\ud569\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li><a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/model-invocation-logging.html\" target=\"_blank\" rel=\"noreferrer noopener\"><strong><\/strong>CloudWatch Logs\/S33\uc5d0 \ub300\ud55c \ud638\ucd9c \ub85c\uae45(\uc785\ub825\/\ucd9c\ub825)<\/a> &#8211; \ud3ec\ub80c\uc2dd \ubc0f \ub808\ub4dc\ud300 \ud504\ub86c\ud504\ud2b8(\uc2e0\uc911\ud55c PII \uac70\ubc84\ub10c\uc2a4 \uc0ac\uc6a9)\uc5d0 \uc911\uc694\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p>Sumo Logic\uc5d0\uc11c <a href=\"https:\/\/help.sumologic.com\/docs\/integrations\/amazon-aws\/amazon-bedrock\/\" target=\"_blank\" rel=\"noreferrer noopener\">CloudTrail + CloudWatch + invocation log\ub97c \ub300\uc2dc\ubcf4\ub4dc \ubc0f \ucffc\ub9ac\uc5d0 \ubc14\ub85c \uc5f0\uacb0\ud560 \uc218 \uc788\ub294 Bedrock \uc571<\/a>\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubaa8\ub378\uc5d0 \uad00\uacc4\uc5c6\uc774 GenAI \uc0ac\uc6a9\ub7c9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud574 \ubb34\uac70\uc6b4 \uc804\uc6a9 \uc2a4\ud0dd\uc774 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. OpenAI \uc2a4\ud0c0\uc77c\uc758 API\ub294 \uc774\ubbf8 \uc0ac\uc6a9\uc790\uac00 \uad00\uc2ec \uc788\ub294 \uc6d0\uaca9 \ubd84\uc11d \ub370\uc774\ud130(\uc9c0\uc5f0 \uc2dc\uac04, \uc624\ub958, \ud1a0\ud070 \uc218, \uc911\uc7ac \uacb0\uacfc)\ub97c \ubc18\ud658\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \uc790\uccb4 AI \uae30\ub2a5\uc744 \uac1c\ubc1c\ud558\ub294 \uacbd\uc6b0 SDK \ud638\ucd9c\uc744 \uacc4\uce21\ud558\uc138\uc694. \uc608\ub97c \ub4e4\uc5b4, SDK \ud638\ucd9c\uc744 \uc791\uc740 Python &#8216;\uc5d0\uc774\uc804\ud2b8&#8217;\ub85c \ub798\ud551\ud558\uace0 \uad6c\uc870\ud654\ub41c \uc774\ubca4\ud2b8\ub97c \ubc29\ucd9c\ud55c \ub2e4\uc74c \uc0ac\uc6a9\ud558\ub294 SIEM\/\uad00\uce21 \ud50c\ub7ab\ud3fc\uc73c\ub85c \uc804\ub2ec\ud558\uc138\uc694. \uc6d0\uaca9 \ubd84\uc11d\uc5d0\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \ud1b5\ud654\uc728, \uc624\ub958\uc728, \uc785\ub825 \ubc0f \ucd9c\ub825 \ud1a0\ud070 \uc218, \uc120\ud0dd \uc0ac\ud56d\uc73c\ub85c \uc0d8\ud50c\ub9c1\ub41c \ud504\ub86c\ud504\ud2b8\/\uc751\ub2f5\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4. HTTPS \uc218\uc9d1\uae30\ub97c \ud1b5\ud574 JSON \uc774\ubca4\ud2b8\ub97c SIEM\uc73c\ub85c \uc804\uc1a1\ud558\uc138\uc694(\ucd94\uc801\/\uc2a4\ud32c \ucee8\ud14d\uc2a4\ud2b8\uac00 \ud544\uc694\ud55c \uacbd\uc6b0 OpenTelemetry\uc758 \uc0c8\ub85c\uc6b4 GenAI \uc2dc\ub9e8\ud2f1 \uaddc\uce59\uc744 \ud1b5\ud574 \uc774\ub7ec\ud55c \ud544\ub4dc\ub97c \ud45c\uc900\ud654\ud560 \uc218 \uc788\uc9c0\ub9cc \uc120\ud0dd \uc0ac\ud56d\uc785\ub2c8\ub2e4).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"detect-unauthorized-agents\">\uad8c\ud55c\uc774 \uc5c6\ub294 \uc5d0\uc774\uc804\ud2b8 \uac10\uc9c0<\/h3>\n\n\n\n<p>\uc5d0\uc774\uc804\ud2b8(\uc790\uc728 AI \uc791\uc5c5\uc790)\ub294 API\uc640 \ucc44\ud305\ud558\ub294 \uac83\uc744 \uc88b\uc544\ud569\ub2c8\ub2e4. \ub85c\uadf8 \ud328\ud134\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc608\uae30\uce58 \uc54a\uc740 API \ud0a4\ub098 \uc9c0\ub9ac\uc801 \uc704\uce58\uc640 \uac19\uc740 \ube44\uc815\uc0c1\uc801\uc778 \ub3d9\uc791\uc5d0 \ud50c\ub798\uadf8\ub97c \uc9c0\uc815\ud558\uc138\uc694. &#8216;ML \uacf5\uae09\ub9dd \uce68\ud574&#8217;\uc640 \uac19\uc740 \uc804\uc220(\uc608: \uc218\uc0c1\ud55c \ubaa8\ub378 \ud5c8\ube0c\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub85c\uadf8)\uc5d0 \ub300\ud574 \uacbd\uace0\ud558\uc5ec \uc774\ub97c MITRE ATLAS\uc640 \uc5f0\uacb0\ud558\uc138\uc694. \uc5d4\ub4dc\ud3ec\uc778\ud2b8\/CLI\/\ud504\ub85d\uc2dc\uc5d0\uc11c \uc178 \uae30\ub85d\uc744 \ucea1\ucc98\ud558\uace0 DNS\/HTTP\ub97c \uc774\uadf8\ub808\uc2a4\ud558\uc5ec \ud37c\ube14\ub9ad LLM \ub610\ub294 \uc5d0\uc774\uc804\ud2b8 \ubc31\uc5d4\ub4dc\uc5d0 \ub300\ud55c \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 \ud638\ucd9c(\uc608: <code>api.openai.com, api.anthropic.com, *.hf.space, *.perplexity.ai, *.deepseek.com<\/code>)\uc744 \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"mcp-model-context-protocol-audit\">MCP(\ubaa8\ub378 \ucee8\ud14d\uc2a4\ud2b8 \ud504\ub85c\ud1a0\ucf5c) \uac10\uc0ac<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.sumologic.com\/ko\/blog\/mcp-vs-mcp2\">MCP\ub294<\/a> LLM \uc571\uc774 JSON-RPC\ub97c \ud1b5\ud574 <strong>\ub3c4\uad6c<\/strong>, <strong>\ub9ac\uc18c\uc2a4<\/strong>, <strong>\ud504\ub86c\ud504\ud2b8<\/strong>\ub97c \uc5f0\uacb0\ud558\ub294 \ubc29\uc2dd\uc744 \ud45c\uc900\ud654\ud569\ub2c8\ub2e4. <code>\ub85c\uadf8 \ub3c4\uad6c\/\ubaa9\ub85d, \ub3c4\uad6c\/\ud638\ucd9c, \ub9ac\uc18c\uc2a4\/\uc77d\uae30, \ud504\ub86c\ud504\ud2b8\/\uac9f<\/code>, \uc0ac\uc6a9\uc790 \uc2b9\uc778 \ubc0f \ud074\ub77c\uc774\uc5b8\ud2b8\/\uc11c\ubc84 \uc804\ubc18\uc758 \uc0c1\uad00\uad00\uacc4 ID\uc640 \uac19\uc740 \uc815\ubcf4\uac00 \uac10\uc0ac\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ucd5c\uc2e0 \uc0ac\uc591\uc5d0\uc11c\ub294 \ub85c\uae45, \uae30\ub2a5 \ud611\uc0c1 \ubc0f \ubcf4\uc548 \uace0\ub824 \uc0ac\ud56d\uc744 \uba85\uc2dc\uc801\uc73c\ub85c \uc5b8\uae09\ud558\uace0 \uc788\uc73c\ubbc0\ub85c \uc774\ub97c \ud65c\uc6a9\ud558\uc138\uc694.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"what-shadow-ait-looks-like-in-telemetry-three-real-world-patterns\">\uc6d0\uaca9 \ubd84\uc11d \uc18d \uc100\ub3c4 AIT: \uc138 \uac00\uc9c0 \uc2e4\uc81c \ud328\ud134<\/h2>\n\n\n\n<p>\uc5ec\uae30\uc11c \uc911\uc694\ud55c \uac74 \uc100\ub3c4 AIT\uc640 \ub0b4\ubd80\uc790 \uc704\ud611 \uc0ac\uc774\uc758 \uacbd\uacc4\uac00 \ub9e4\uc6b0 \ube60\ub974\uac8c \ubaa8\ud638\ud574\uc9c8 \uc218 \uc788\ub2e4\ub294 \uc810\uc785\ub2c8\ub2e4. \uc9c1\uc6d0\ub4e4\uc774 AI\ub85c \ud601\uc2e0\uc744 \uc774\ub8e8\uba74\uc11c\ub3c4 \uc7a0\uc7ac\uc801\uc778 \ubcf4\uc548 \uc704\ud5d8\uc744 \uc778\uc2dd\ud558\uc9c0 \ubabb\ud558\uac70\ub098, AI\ub97c \uc545\uc6a9\ud558\ub294 \uc545\uc758\uc801\uc778 \uacf5\uaca9\uc790\uc758 \ud76c\uc0dd\uc591\uc774 \ub418\ub294 \uacbd\uc6b0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud328\ud134\uacfc \ud0d0\uc9c0\ub294 \ud328\ud134\uc758 \uc758\ub3c4\uc640 \uad00\uacc4\uc5c6\uc774 \ud300\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"pattern-one-prompt-to-tool-pivot-owasp-llm07-llm08-atlas-prompt-injection\">\ud328\ud134 1 &#8211; Prompt-to-Tool Pivot(OWASP LLM07\/LLM08, ATLAS: \ud504\ub86c\ud504\ud2b8 \uc8fc\uc785)<\/h3>\n\n\n\n<p>\uc815\uc0c1\uc801\uc73c\ub85c \ubcf4\uc774\ub294 \ud504\ub86c\ud504\ud2b8\ub85c \uc5d0\uc774\uc804\ud2b8\ub294 \uace0\uc704\ud5d8 \ub3c4\uad6c(\uc608: \uc2dc\ud06c\ub9bf \uc77d\uae30, \uc791\uc5c5 \uc2e4\ud589)\ub97c \ud638\ucd9c\ud569\ub2c8\ub2e4. \uc77c\ubc18 \ucc44\ud305 \uc694\uccad\uc774 \ud45c\uc2dc\ub418\uace0 \ubc14\ub85c \ub4a4\uc5d0 \ubbfc\uac10\ud55c <code>\ub3c4\uad6c\/\ud638\ucd9c<\/code> \ub610\ub294 Bedrock <strong>Agent<\/strong> \uc791\uc5c5\uc774 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\ub85c\uadf8 \ubc0f \uacbd\uace0 \ub300\uc0c1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ube44\uc988\ub2c8\uc2a4 \ucee8\ud14d\uc2a4\ud2b8 \ub610\ub294 \uc0ac\uc6a9\uc790 \uc2b9\uc778 \ud50c\ub798\uadf8\uc640 \uc77c\uce58\ud558\uc9c0 \uc54a\ub294 <a href=\"https:\/\/modelcontextprotocol.io\/docs\/learn\/server-concepts\" target=\"_blank\" rel=\"noreferrer noopener\">MCP<\/a> <code>\ub3c4\uad6c\/\ud638\ucd9c<\/code>\uc744 \ubbfc\uac10\ud55c \ub3c4\uad6c(\uc2dc\ud06c\ub9bf, prod API)\ub85c \ud638\ucd9c<br\/><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sumologic.com\/blog\/defenders-guide-to-aws-bedrock\">Bedrock<\/a><strong>InvokeAgent<\/strong> \uae09\uc99d \ub610\ub294 \u201c\ucd5c\ucd08 \ud0d0\uc9c0\u201d \uc2e0\uc6d0(UEBA)\uc5d0 \uc758\ud55c \uc0c8 <strong>\uc791\uc5c5 \uadf8\ub8f9<\/strong> \uc0dd\uc131<br\/><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"pattern-two-cost-dos-via-token-flood-owasp-llm04-atlas-resource-exhaustion\">\ud328\ud134 2 &#8211; \ud1a0\ud070 \ud50c\ub7ec\ub4dc\ub97c \ud1b5\ud55c Cost\/DoS(OWASP LLM04, ATLAS: \ub9ac\uc18c\uc2a4 \uace0\uac08)<\/h3>\n\n\n\n<p>\ubcc0\uc870\ub41c \ud504\ub86c\ud504\ud2b8 \ub610\ub294 \ub8e8\ud504\ub85c \uc778\ud574 \ud1a0\ud070\uc774 \ubb34\ud55c\uc815 \uc99d\uac00\ud558\uac70\ub098 \uc7ac\uc2dc\ub3c4\uac00 \ubc18\ubcf5\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\ub85c\uadf8 \ubc0f \uacbd\uace0 \ub300\uc0c1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/docs.aws.amazon.com\/bedrock\/latest\/userguide\/monitoring-agents-cw-metrics.html\" target=\"_blank\" rel=\"noreferrer noopener\">CloudWatch <strong>InputTokenCount\/OutputTokenCount<\/strong>\ub294 <\/a>ID\/\ubaa8\ub378\ubcc4\ub85c \ucd9c\ub825\ub418\uba70 <strong>InvocationThrottles<\/strong>\uac00 \uc99d\uac00\ud569\ub2c8\ub2e4.<br\/><\/li>\n\n\n\n<li>\ucee8\ud14d\uc2a4\ud2b8 \ucc3d\uc774 \ud655\uc7a5\ub418\ub294 \uac83\uc744 \ubcf4\uc5ec\uc8fc\ub294 \ud638\ucd9c \ub85c\uae45(\uac11\uc790\uae30 \uc785\ub825 \ud06c\uae30\uac00 4\ubc30 \uc99d\uac00).<br\/><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"pattern-three-unsanctioned-genai-usage-shadow-ait-classic\">\ud328\ud134 3 &#8211; \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 GenAI \uc0ac\uc6a9(\uc100\ub3c4 AIT &#8220;\ud074\ub798\uc2dd&#8221;)<\/h3>\n\n\n\n<p>\uc5d4\ub4dc\ud3ec\uc778\ud2b8\uac00 \uae30\uc5c5 \ub124\ud2b8\uc6cc\ud06c\uc5d0\uc11c \uc18c\ube44\uc790 AI API\uc640 \ud1b5\uc2e0\ud55c \ub2e4\uc74c \uacb0\uacfc\ub97c \uae30\uc5c5 \uc2dc\uc2a4\ud15c\uc5d0 \ubcf5\uc0ac\/\ubd99\uc5ec\ub123\uae30\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p><strong>\ub85c\uadf8 \ubc0f \uacbd\uace0 \ub300\uc0c1<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uad8c\ud55c \ubaa9\ub85d<\/strong>\uc5d0 \uc5c6\ub294 ID\ub85c \uc54c\ub824\uc9c4 LLM \ub3c4\uba54\uc778\uc5d0 \ub300\ud55c \uc774\uadf8\ub808\uc2a4\/DNS, \ud0a4\ubcf4\ub4dc \ub9e4\ud06c\ub85c\/\ubcf5\uc0ac \ubc84\ud37c\uac00 \ud5ec\ud504\ub370\uc2a4\ud06c \uc870\uc0ac\uc5d0 \ub098\ud0c0\ub0a9\ub2c8\ub2e4. \uc5c5\uacc4 \uc124\ubb38\uc870\uc0ac\uc5d0 \ub530\ub974\uba74 \ud300\uc5d0\uc11c \uc2e4\ud589 \uc911\uc778 AI \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uac00\uc2dc\uc131\uc774 \ubd80\uc871\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc740\ub370, \ub85c\uadf8\ub97c \ud1b5\ud574 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"sumo-logic-style-detections-you-can-drop-in\">\uc801\uc6a9 \uac00\ub2a5\ud55c Sumo Logic \uc2a4\ud0c0\uc77c \ud0d0\uc9c0<\/h2>\n\n\n\n<p><strong>\uc0c8\ub85c\uc6b4 ID\uc758 Bedrock API \uc0ac\uc6a9(\uc815\ucc30\/\uc5f4\uac70) \u2192 ATLAS TA0002; OWASP LLM10<\/strong><\/p>\n\n\n\n<p>\uc774 <a href=\"https:\/\/www.sumologic.com\/ko\/solutions\/cloud-siem\">Cloud SIEM<\/a>\ucd5c\ucd08 \ud0d0\uc9c0 \uaddc\uce59\uc740 <a href=\"https:\/\/www.sumologic.com\/blog\/defenders-guide-to-aws-bedrock\">Bedrock \ubc29\uc5b4\uc790 \uc9c0\uce68\uc5d0\uc11c \uc218\uc815\ub418\uc5c8\uc73c\uba70<\/a> AWS \ud658\uacbd\uc5d0\uc11c \ud2b9\uc815 Bedrock API \ud638\ucd9c\uc744 \uc0ac\uc6a9\ud558\ub294 \uc0c8\ub85c\uc6b4 \uc0ac\uc6a9\uc790\uac00 \uad00\ucc30\ub420 \ub54c \ud2b8\ub9ac\uac70\ub429\ub2c8\ub2e4.          <\/p>\n\n\n<div class=\"e-img \">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"623\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/\/blog-rise-of-shadow-1-1024x623.png\" alt=\"\" class=\"wp-image-51289\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-rise-of-shadow-1-1024x623.png 1024w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-rise-of-shadow-1-300x183.png 300w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-rise-of-shadow-1-768x468.png 768w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-rise-of-shadow-1-1536x935.png 1536w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-rise-of-shadow-1-575x350.png 575w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-rise-of-shadow-1.png 1892w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p><strong>\uace0\uc815 \ud0a4(\uacc4\uc815 \uc624\uc6a9)\uc758 \uad50\ucc28 \uc9c0\uc5ed InvokeModel \u2192 ATLAS \ucd08\uae30 \uc561\uc138\uc2a4, OWASP LLM10<\/strong><\/p>\n\n\n\n<p>\uc774 \uac80\uc0c9 \ucffc\ub9ac\ub294 \ub458 \uc774\uc0c1\uc758 \uc9c0\uc5ed\uc5d0\uc11c Bedrock \ub9ac\uc18c\uc2a4\ub97c \uc778\uc2a4\ud134\uc2a4\ud654\ud558\uae30 \uc704\ud574 \uc561\uc138\uc2a4 \ud0a4\ub97c \uc7ac\uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uac00\ub2a5\uc131\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<code>_sourceCategory=aws\/observability\/cloudtrail\/logs<br\/>| json \"eventName\",\"userIdentity.accessKeyId\",\"awsRegion\",\"userIdentity.type\" as en, key, region, utype<br\/>| where en=\"InvokeModel\" and utype in (\"IAMUser\",\"AssumedRole\")<br\/>| timeslice 1h<br\/>| count as c by key, region, _timeslice<br\/>| count_distinct(region) as regions by key, _timeslice<br\/>| where regions &gt; 2<br\/><\/code>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Guardrail\/Trace anomalies on Bedrock Agents (OWASP LLM06, LLM04)<\/strong><\/p>\n\n\n\n<p>\ub2e4\uc74c \ucffc\ub9ac\ub294 Bedrock \uc5d0\uc774\uc804\ud2b8\uc758 \ube44\uc815\uc0c1\uc801\uc778 \uc624\ub958 \ub610\ub294 \uc2a4\ub85c\ud2c0\ub9c1 \ud65c\ub3d9 \ube44\uc728\uc744 \ud655\uc778\ud558\uc5ec \uc5d0\uc774\uc804\ud2b8\uc758 \uc624\uc6a9 \uac00\ub2a5\uc131\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/p>\n\n\n\n<code>_sourceCategory=aws\/observability\/cloudwatch\/metrics<br\/>(metric=ModelInvocationClientErrors or metric=ModelInvocationServerErrors or metric=InvocationThrottles)<br\/>| quantize to 5m<br\/>| sum by metric, agentAliasArn, modelId, account, region<br\/>| outlier window=1d threshold=3 \/\/ flag unusual error\/throttle bursts<br\/><\/code>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\uc100\ub3c4 AIT \uc774\uadf8\ub808\uc2a4(\uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 LLM \uc5d4\ub4dc\ud3ec\uc778\ud2b8)<\/strong><\/p>\n\n\n\n<p>\ub2e4\uc74c \ucffc\ub9ac\ub294 \ud504\ub85d\uc2dc \ubc0f \ubc29\ud654\ubcbd \ub85c\uadf8\uc5d0\uc11c \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 LLM \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc5d0 \ub300\ud55c \uc5f0\uacb0\uc774 \uc788\ub294\uc9c0 \uac80\uc0c9\ud569\ub2c8\ub2e4. \uc6d0\ud558\ub294 \uacbd\uc6b0 \uc774\ub7ec\ud55c \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uc5d0 \uc5f0\uacb0\ud560 \uc218 \uc788\ub294 \uc0ac\uc6a9\uc790\uc758 \uc870\ud68c \ud14c\uc774\ube14\uc744 \ub9cc\ub4e4\uace0 \uc870\ud68c \ud14c\uc774\ube14 \uacbd\ub85c\ub97c \ucd94\uac00\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<code>(_sourceCategory=proxy OR _sourceCategory=fw)<br\/>| parse regex field=url \"(?i)https?:\/\/(?&lt;host&gt;[^\/]+)\"<br\/>| where host in (\"api.openai.com\",\"api.anthropic.com\",\"*.hf.space\",\"*.perplexity.ai\",\"*.deepseek.com\")<br\/>| lookup user as u1 from path:\/\/{path_to_lookup_table} on user=user<br\/>| where isNull(u1)<br\/>| count by user, host, src_ip<br\/><\/code>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>MCP \uac10\uc0ac: \uc2b9\uc778 \uc5c6\ub294 \uace0\uc704\ud5d8 \ub3c4\uad6c \ud638\ucd9c(OWASP LLM07\/LLM08)<\/strong><\/p>\n\n\n\n<p>\uc544\ub798\uc640 \uac19\uc774 \uc571 \ub85c\uadf8\ub97c \ub0b4\ubcf4\ub0b8\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<code>{<br\/>\u00a0\u00a0\"ts\":\"2025-08-20T15:01:12Z\",<br\/>\u00a0\u00a0\"event\":\"mcp.tools.call\",<br\/>\u00a0\u00a0\"session_id\":\"s-9a2f\",<br\/>\u00a0\u00a0\"client_id\":\"webapp-01\",<br\/>\u00a0\u00a0\"server_uri\":\"secrets:\/\/v1\",<br\/>\u00a0\u00a0\"tool\":\"secrets.read\",<br\/>\u00a0\u00a0\"inputs\":{\"path\":\"prod\/db\/password\"},<br\/>\u00a0\u00a0\"approved\":\"false\",<br\/>\u00a0\u00a0\"user\":\"dba_alice\"<br\/>}<br\/><\/code>\n\n\n\n<p><\/p>\n\n\n\n<p>\ucffc\ub9ac:<\/p>\n\n\n\n<code>_sourceCategory=app\/mcp<br\/>| json \"event\",\"tool\",\"approved\",\"user\",\"server_uri\" as evt,tool,ok,u,server nodrop<br\/>| where evt=\"mcp.tools.call\" and tool matches \/(secrets|prod|delete|exec)\/ and ok=\"false\"<br\/>| count by u, tool, server<br\/><\/code>\n\n\n\n<p><\/p>\n\n\n\n<p>(MCP\uc758 JSON-RPC \uc0ac\uc591 \ubc0f \uc11c\ubc84 \uac1c\ub150 \uc9c0\uc6d0, \ub3c4\uad6c <code>\ub3c4\uad6c\/\ubaa9\ub85d\/\ud638\ucd9c, \ub9ac\uc18c\uc2a4\/\uc77d\uae30, \ud504\ub86c\ud504\ud2b8\/\uac9f<\/code>, \ubc0f \uc0ac\uc6a9\uc790 \uc2b9\uc778)\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"chatgpt-monitoring-case-study\">ChatGPT \ubaa8\ub2c8\ud130\ub9c1 \uc0ac\ub840 \uc5f0\uad6c<\/h2>\n\n\n\n<p>Sumo Logic\uc758 \uac15\uc810 \uc911 \ud558\ub098\ub294 \ub2e4\uc7ac\ub2e4\ub2a5\ud568\uc785\ub2c8\ub2e4. \ud134\ud0a4 \uc571\uacfc \ud0d0\uc9c0 \uae30\ub2a5\uc744 \uc81c\uacf5\ud558\uc9c0\ub9cc, \uc9c4\uc815\ud55c \uac00\uce58\ub294 \uace0\uac1d\uc774 \ud50c\ub7ab\ud3fc\uc744 \ud655\uc7a5\ud558\ub294 \ubc29\uc2dd\uc5d0\uc11c \ube44\ub86f\ub429\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ucd5c\uadfc \uace0\uac1d\uc774 \ub85c\uadf8 \uc218\uc9d1\ubd80\ud130 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\uc5d0 \uc774\ub974\uae30\uae4c\uc9c0 OpenAI\uc758 ChatGPT \uc0ac\uc6a9\uc744 \uc5d4\ub4dc\ud22c\uc5d4\ub4dc \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc900 \ud504\ub85c\uc81d\ud2b8\uc5d0 \ub300\ud574 \uc804\ubb38 \uc11c\ube44\uc2a4 \uc5d4\uc9c0\ub2c8\uc5b4\uc778 Bill Milligan\uc5d0\uac8c \uacf5\uc720\ud574 \ub2ec\ub77c\uace0 \uc694\uccad\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uace0\uac1d\uc758 \ubb38\uc81c: Sumo Logic\uc774 ChatGPT \ud504\ub86c\ud504\ud2b8 \uad50\ud658\uc744 \ucd94\uc801\ud558\uc5ec \ub300\ud654 \ub9e5\ub77d\uc744 \uae30\ubc18\uc73c\ub85c \uc7a0\uc7ac\uc801\uc778 \ub0b4\ubd80 \uc704\ud611\uc774\ub098 \uc9c1\uc7a5 \ud3ed\ub825\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\ub294 \uc815\uc2e0 \uac74\uac15 \ubb38\uc81c\uc758 \ucd08\uae30 \uc9d5\ud6c4\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc744\uae4c\uc694?<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"step-one-data-ingest\">1\ub2e8\uacc4 &#8211; \ub370\uc774\ud130 \uc218\uc9d1<\/h3>\n\n\n\n<p>OpenAI \uae30\uc5c5 \uace0\uac1d\uc740 ChatGPT \ucef4\ud50c\ub77c\uc774\uc5b8\uc2a4 API\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790 \uc785\ub825, \uc2dc\uc2a4\ud15c \uba54\uc2dc\uc9c0, \ucd9c\ub825, \uc5c5\ub85c\ub4dc\ub41c \ud30c\uc77c \ubc0f GPT \uad6c\uc131 \ub370\uc774\ud130\ub97c \ud3ec\ud568\ud55c \uc790\uc138\ud55c \ub85c\uadf8 \ubc0f \uba54\ud0c0\ub370\uc774\ud130\uc5d0 \uc561\uc138\uc2a4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ud604\uc7ac \uc774 \ud53c\ub4dc\uc5d0 \ub300\ud55c \ud074\ub77c\uc6b0\ub4dc \uac04 \ucee4\ub125\ud130\ub098 \uce74\ud0c8\ub85c\uadf8 \uc571\uc740 \uc544\uc9c1 \uc0ac\uc804 \uad6c\ucd95\ub418\uc5b4 \uc788\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Bill\uc740 API \uc5d4\ub4dc\ud3ec\uc778\ud2b8\uac00 \uc788\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \uc218\uc9d1\ud560 \uc218 \uc788\ub294 Sumo Logic\uc758 Universal API Collector\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774 \ubb38\uc81c\ub97c \ud574\uacb0\ud588\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc218\uc9d1\uae30\ub294 JPath\ub97c \uc9c0\uc6d0\ud558\ubbc0\ub85c \ud2b9\uc815 JSON \ud544\ub4dc(\uc608: $.user.id, $.message.text)\ub97c \ucd94\ucd9c\ud558\uc5ec Sumo\uc758 \uac80\uc0c9 \uac00\ub2a5\ud55c \ud544\ub4dc\uc5d0 \uc9c1\uc811 \ub9e4\ud551\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<div class=\"e-img \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"539\" height=\"322\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image1.png\" alt=\"\" class=\"wp-image-52200\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image1.png 539w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image1-300x179.png 300w\" sizes=\"auto, (max-width: 539px) 100vw, 539px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"step-two-building-a-simple-parser\">2\ub2e8\uacc4 &#8211; \uac04\ub2e8\ud55c \ud30c\uc2f1 \ube4c\ub4dc<\/h3>\n\n\n\n<p>OpenAI API\uc5d0\uc11c \ub370\uc774\ud130\uac00 \uc131\uacf5\uc801\uc73c\ub85c \uc720\uc785\ub418\uc790 Bill\uc740 Sumo Logic\uc758 \uac15\ub825\ud55c \uae30\ubcf8 \ud30c\uc2f1 \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uace0\uac1d\uc740 \ud0c0\uc784\uc2a4\ud0ec\ud504\ub97c \uc2dd\ubcc4\ud558\uace0, \uc81c\ud488 \ubc0f \uacf5\uae09\uc5c5\uccb4\uc640 \uac19\uc740 \uba54\ud0c0\ub370\uc774\ud130 \uac12\uc744 \ud560\ub2f9\ud558\uace0, \uba54\uc2dc\uc9c0\ub97c \ub2e4\uc591\ud55c \ubc29\uc2dd\uc73c\ub85c \uc2ac\ub77c\uc774\uc2a4 \ubc0f \ubcc0\ud658\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ud589\ud788\ub3c4 \ud30c\uc11c\ub294 \uae30\ub85d \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud558\uc5ec UI\uc5d0\uc11c \uc9c1\uc811 \uac1c\ubc1c \ubc0f \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uc73c\ubbc0\ub85c \ubc18\ubcf5\uc744 \ube60\ub974\uace0 \ub208\uc5d0 \ub744\uac8c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>&#8220;Parser&#8221;\ub294 \uc6d0\uc2dc \ub85c\uadf8\uac00 Cloud SIEM\uc73c\ub85c \uc804\ub2ec\ub420 \ub54c \uc774\ub97c \uad6c\ubb38 \ubd84\uc11d\ud558\uc5ec \uacf5\uae09\uc5c5\uccb4, \uc81c\ud488 \ubc0f \uc774\ubca4\ud2b8 ID\uc640 \ud568\uaed8 \uad00\uc2ec \uc788\ub294 \ud544\ub4dc\ub97c \ucd94\ucd9c\ud569\ub2c8\ub2e4.<\/p>\n\n\n<div class=\"e-img \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"569\" height=\"469\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image3.png\" alt=\"\" class=\"wp-image-52208\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image3.png 569w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image3-300x247.png 300w\" sizes=\"auto, (max-width: 569px) 100vw, 569px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"step-three-mapping-to-our-schema-or-data-model\">3\ub2e8\uacc4 &#8211; \uc2a4\ud0a4\ub9c8 \ub610\ub294 \ub370\uc774\ud130 \ubaa8\ub378\uc5d0 \ub9e4\ud551<\/h3>\n\n\n\n<p><br\/>Sumo Logic\uc5d0\uc11c \uad6c\ubb38 \ubd84\uc11d\uacfc \ub9e4\ud551\uc740 \ubcc4\uac1c\uc758 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ud30c\uc2f1 \ud6c4 Bill\uc740 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub9e4\ud37c\ub97c \ub9cc\ub4e4\uc5b4 \ud544\ub4dc\ub97c Sumo\uc758 \ub370\uc774\ud130 \ubaa8\ub378\uc5d0 \ub9de\ucdc4\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc5ec\ub7ec \uac1c\uc758 \ud504\ub86c\ud504\ud2b8\/\uc751\ub2f5 \uc30d\uc744 \ud558\ub098\uc758 \ub300\ud654 \ud544\ub4dc(\uc124\uba85)\ub85c \uc5f0\uacb0\ud558\uc5ec \ud0a4\uc6cc\ub4dc\ub97c \ub354 \uc27d\uac8c \uac80\uc0c9\ud560 \uc218 \uc788\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4.\u00a0<\/p>\n\n\n\n<p>\uc804\ubb38\uac00 \ud301: \uae30\ubcf8\uc801\uc73c\ub85c Sumo Logic \ud14c\ub10c\ud2b8\ub294 \ub85c\uadf8 \uba54\uc2dc\uc9c0\ub97c 64KB\ub85c \uc81c\ud55c\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub300\ud654\ub294 \uc0c1\ub2f9\ud788 \ucee4\uc9c8 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 256KB\ub85c \uc81c\ud55c\uc744 \ub298\ub824\ub2ec\ub77c\uace0 \uc694\uccad\ud558\uc5ec \ubd88\ud544\uc694\ud55c \ub85c\uadf8 \uc798\ub9bc\uc744 \ud53c\ud560 \uc218 \uc788\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>&#8220;\ub85c\uadf8 \ub9e4\ud37c&#8221;\uac00 \uacf5\uae09\uc5c5\uccb4, \uc81c\ud488 \ubc0f \uc774\ubca4\ud2b8 ID\uc640 \uc77c\uce58\ud558\uba74 \uaddc\uce59 \uc5d4\uc9c4\uc5d0\uc11c \ubd84\uc11d\ud558\uae30 \uc804\uc5d0 \ud30c\uc11c\uc5d0\uc11c \ucd94\ucd9c\ub41c \ud544\ub4dc\ub97c \uc815\uaddc\ud654\ub41c \ub808\ucf54\ub4dc\uc5d0 \ub9e4\ud551\ud569\ub2c8\ub2e4.<\/p>\n\n\n<div class=\"e-img \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"833\" height=\"742\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image7.png\" alt=\"\" class=\"wp-image-52224\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image7.png 833w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image7-300x267.png 300w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image7-768x684.png 768w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image7-575x512.png 575w\" sizes=\"auto, (max-width: 833px) 100vw, 833px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n<div class=\"e-img \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"818\" height=\"764\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image2.png\" alt=\"\" class=\"wp-image-52204\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image2.png 818w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image2-300x280.png 300w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image2-768x717.png 768w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image2-575x537.png 575w\" sizes=\"auto, (max-width: 818px) 100vw, 818px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"step-four-writing-a-custom-rule\">4\ub2e8\uacc4 &#8211; \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uaddc\uce59 \uc791\uc131<\/h3>\n\n\n\n<p><br\/>\ub9c8\uc9c0\ub9c9\uc73c\ub85c Bill\uc740 \ubbfc\uac10\ud55c \ud0a4\uc6cc\ub4dc\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uae30 \uc704\ud574 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uac80\uc0c9 \uaddc\uce59\uc744 \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4. \uaddc\uce59\uc740 \ub178\uc774\uc988\ub97c \uc904\uc774\uae30 \uc704\ud574 \uc5d4\ud2f0\ud2f0(\uc0ac\uc6a9\uc790)\ub85c \ubc94\uc704\ub97c \uc9c0\uc815\ud558\uace0 \ucee8\ud14d\uc2a4\ud2b8\uc5d0 \ub9de\uac8c MITRE \ud0dc\uadf8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc870\uc815\ud569\ub2c8\ub2e4. \ubaa8\ubc94 \uc0ac\ub840\uc5d0 \ub530\ub77c \uaddc\uce59\uc740 \uba3c\uc800 \ud504\ub85c\ud1a0\ud0c0\uc785 \ubaa8\ub4dc\uc5d0\uc11c \ubc30\ud3ec\ud55c \ud6c4 \ub77c\uc774\ube0c\uc5d0 \uc801\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \ubcf4\uc548 \ubd84\uc11d\uac00\uac00 \ubaa8\ub2c8\ud130\ub9c1\ud558\ub294 \uacbd\ubcf4 \ubd84\ub958\ub97c \ub9dd\uce58\uc9c0 \uc54a\uace0 \ubaa8\ub4e0 \uc5d4\ud2f0\ud2f0(\uc774 \uacbd\uc6b0 \uc0ac\uc6a9\uc790)\uc5d0 \ub300\ud574 \uaddc\uce59\uc744 \uc2e4\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc774\uac83\uc740 Cloud SIEM\uc5d0\uc11c \uc791\uc131\ud560 \uc218 \uc788\ub294 6\uac00\uc9c0 \uac15\ub825\ud55c \uaddc\uce59 \uc720\ud615 \uc911 \ud558\ub098\uc778 &#8220;\uc77c\uce58&#8221; \uaddc\uce59\uc5d0 \ub300\ud55c \uaddc\uce59 \ud45c\ud604\uc758 \uc608\uc2dc\uc785\ub2c8\ub2e4.\u00a0\u00a0<\/p>\n\n\n<div class=\"e-img \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"514\" height=\"443\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image4.png\" alt=\"\" class=\"wp-image-52212\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image4.png 514w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image4-300x259.png 300w\" sizes=\"auto, (max-width: 514px) 100vw, 514px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>Bill\uc740 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \uaddc\uce59\uc5d0 MITRE \ud0dc\uadf8\ub97c \ucd94\uac00\ud558\uc5ec \uaddc\uce59\uc774 \uc2e4\ud589\ub420 \ub54c \uacb0\uacfc \uc2e0\ud638\uc5d0 \uc758\ubbf8 \uc788\ub294 \ucee8\ud14d\uc2a4\ud2b8\uac00 \ud3ec\ud568\ub418\ub3c4\ub85d \ud588\uc2b5\ub2c8\ub2e4. Sumo Logic\uc740 \uc2e0\ud638\uc640 \ud589\ub3d9\uc744 \uac1c\ubcc4 \uc5d4\ud2f0\ud2f0\uc5d0 \uc790\ub3d9\uc73c\ub85c \uc5f0\uacb0\ud558\uae30 \ub54c\ubb38\uc5d0 \uc774 \uaddc\uce59\uc740 \ub2e4\ub978 \uaddc\uce59\uacfc \uacb0\ud569\ud558\uc5ec \uc0ac\uc6a9\uc790\uc758 \ud65c\ub3d9\uc744 \ucda9\uc2e4\ub3c4\uac00 \ub192\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc54c\ub9bc\uc73c\ub85c \uaca9\uc0c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<div class=\"e-img \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"508\" height=\"679\" src=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image6.png\" alt=\"\" class=\"wp-image-52220\" title=\"\" srcset=\"https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image6.png 508w, https:\/\/www.sumologic.com\/wp-content\/uploads\/blog-shadow-ait-image6-224x300.png 224w\" sizes=\"auto, (max-width: 508px) 100vw, 508px\" \/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>\uc6cc\ud06c\ud50c\ub85c\uac00 \ubcf5\uc7a1\ud574 \ubcf4\uc77c \uc218 \uc788\uc9c0\ub9cc, \uba85\ud655\ud55c \ub2e8\uacc4\ub85c \ub098\ub204\uba74 \uc0ac\uc6a9\uc790 \uc9c0\uc815 \ub85c\uadf8 \uc18c\uc2a4\ub97c \uc218\uc9d1\ud558\uace0 \uac00\uc7a5 \uace0\uae09 \uc0ac\uc6a9 \uc0ac\ub840\ub3c4 \ub9e4\uc6b0 \uac04\ub2e8\ud558\uac8c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"bottom-line\">\uacb0\ub860<\/h2>\n\n\n\n<p>\ud604\uc7ac \uc77c\ubc18\uc801\uc778 \uc870\uc9c1\uc740 \ub180\ub77c\uc6b8 \uc815\ub3c4\ub85c \ub9ce\uc740 \uc218\uc758 \uc138\ub300\ubcc4 AI \uc571\uc744 \uc2e4\ud589\ud558\uace0 \uc788\uc73c\uba70, \uadf8 \uc911 \uc0c1\ub2f9\uc218\ub294 \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 \uc0c1\ud0dc\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud604\uc0c1\uc740 \uc904\uc5b4\ub4e4\uc9c0 \uc54a\uace0 \uc624\ud788\ub824 \ub354 \ub298\uc5b4\ub0a0 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc100\ub3c4 IT\uc640 \uc0ac\ucd0c \uc100\ub3c4 AI: \ud300\uc774 IT \ubd80\uc11c\uc5d0 \uc54c\ub9ac\uc9c0 \uc54a\uace0 \uac80\uc99d\ub418\uc9c0 \uc54a\uc740 \ub3c4\uad6c(\ub610\ub294 \ubb34\ub8cc AI \ucc44\ud305)\ub97c \ubc30\ud3ec\ud558\uc5ec \uc218\ub9ce\uc740 \uc720\ucd9c\uacfc \ud3b8\uacac\uc758 \uc704\ud5d8\uc744 \uc548\uace0 \uc788\uc73c\uba70 \uc774\ub85c \uc778\ud574 \ub204\ucd9c\uacfc \ud3b8\uacac\uc774 \ub9cc\uc5f0\ud560 \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4.\u00a0<\/p>\n\n\n\n<p>\ud574\uacb0\ucc45\uc740 \ubb58\uae4c\uc694? \ub85c\uadf8\uac00 \ubaa8\ub4e0 \uac83\uc744 \ub9d0\ud574\uc90d\ub2c8\ub2e4. Sumo Logic \ub300\uc2dc\ubcf4\ub4dc\uc5d0\uc11c \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uacfc \uc571 \uc0ac\uc6a9\ub7c9\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uc5ec \uc7a0\uc7ac\uc801 \uc704\ud5d8\uc744 \uc870\uae30\uc5d0 \ubc1c\uacac\ud558\uc138\uc694. \uc9c0\uc2dc\ud558\uc9c0 \ub9d0\uace0 \uad50\uc721\ud558\uc138\uc694. AI \uc0cc\ub4dc\ubc15\uc2a4\ub97c \uad00\ub9ac\ud558\uc5ec \uc801\uc744 \uc544\uad70\uc73c\ub85c \uc804\ud658\ud558\uc138\uc694. \ub098\uc544\uac08 \ubc29\ud5a5\uc774 \ud544\uc694\ud558\uc2e0\uac00\uc694? \ud074\ub77c\uc6b0\ub4dc \ud504\ub85d\uc2dc\/CASB \ub85c\uadf8\ub97c \uc0ac\uc6a9\ud558\uc5ec AI \uc0ac\uc6a9\ub7c9\uc744 \uc5f4\uac70\ud558\uace0, AI TRiSM \uc2a4\ud0c0\uc77c\uc758 \uac70\ubc84\ub10c\uc2a4\ub97c \uc801\uc6a9\ud558\uace0, \uc704\ud5d8\ud55c \uc870\ud569(\uc608: \ubbfc\uac10\ud55c \ub370\uc774\ud130 \ud074\ub798\uc2a4 \u2192 \uc2b9\uc778\ub418\uc9c0 \uc54a\uc740 AI \ub3c4\uba54\uc778, \uc5d0\uc774\uc804\ud2b8 \ub3c4\uad6c \ud638\ucd9c\uc758 \uac11\uc791\uc2a4\ub7ec\uc6b4 \uae09\uc99d)\uc5d0 \ub300\ud55c SIEM \ud0d0\uc9c0\ub97c \uc0dd\uc131\ud558\uc138\uc694. \uc774\ub294 \ubaa8\ub4e0 AI\ub97c \ucc28\ub2e8\ud558\ub294 \uac83\uc774 \uc544\ub2c8\ub77c \uc54c\ub824\uc9c0\uc9c0 \uc54a\uc740 \uac83\uc744 \uad00\ucc30 \uac00\ub2a5\ud558\uace0 \uad00\ub9ac \uac00\ub2a5\ud55c \uac83\uc73c\ub85c \ub300\uccb4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.sumologic.com\/ko\/blog\/ai-security-policies\">AI \ubcf4\uc548 \uc815\ucc45\uc744 \uc791\uc131\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694.<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":78,"featured_media":51380,"template":"","meta":{"_acf_changed":false,"show_custom_date":false,"custom_date":"","featured":false,"featured_image":0,"learn_more_label":"","image_alt_text":"","learn_more_type":"","show_popup":false,"learn_more_link_file":0,"event_date":false,"event_start_date":"","event_end_date":"","place_holder_image_url":"","post_reading_time":"2","notification_enabled":false,"notification_text":"","notification_logo":"","notification_expiration_time":0,"is_enable_transparent_header":false,"selected_taxonomy_terms":{"blog-category":[320],"blog-tag":[],"translation_priority":[221]},"selected_primary_terms":[],"learn_more_link":[],"featured_page_list":[],"notification_enabled_post_list":[],"_gspb_post_css":"","_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"55110,62715,62740","_relevanssi_noindex_reason":"","inline_featured_image":false,"footnotes":""},"blog-category":[320],"blog-tag":[],"class_list":["post-55030","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-secops-security"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/blog\/55030","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/types\/blog"}],"author":[{"embeddable":true,"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/users\/78"}],"version-history":[{"count":11,"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/blog\/55030\/revisions"}],"predecessor-version":[{"id":70248,"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/blog\/55030\/revisions\/70248"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/media\/51380"}],"wp:attachment":[{"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/media?parent=55030"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/blog-category?post=55030"},{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/www.sumologic.com\/ko\/wp-json\/wp\/v2\/blog-tag?post=55030"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}