{"id":45397,"date":"2026-02-15T11:35:28","date_gmt":"2026-02-15T11:35:28","guid":{"rendered":"https:\/\/www.globalresearch.co.kr\/insight\/education-security-market-mordor\/"},"modified":"2026-09-25T16:50:07","modified_gmt":"2026-09-25T07:50:07","slug":"education-security-market-mordor","status":"publish","type":"post","link":"https:\/\/www.globalresearch.co.kr\/insight\/education-security-market-mordor\/","title":{"rendered":"\uc138\uacc4\uc758 \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc804\ub9dd (2026-2031\ub144)"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/education-security-market-1760694605530-major-players.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.globalresearch.co.kr\/insight\/wp-content\/uploads\/2026\/02\/education-security-market-size-image-1767018617222.webp\" alt=\"Chart\" class=\"aligncenter size-full\" \/><\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-0\">1. \uc11c\ub860<\/p>\n<ul>\n<li class=\"toc-level-2\">1.1 \uc5f0\uad6c \uac00\uc815 \ubc0f \uc2dc\uc7a5 \uc815\uc758<\/li>\n<li class=\"toc-level-2\">1.2 \uc5f0\uad6c \ubc94\uc704<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-1\">2. \uc5f0\uad6c \ubc29\ubc95\ub860<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-2\">3. \uc694\uc57d<\/p>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-3\">4. \uc2dc\uc7a5 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">4.1 \uc2dc\uc7a5 \uac1c\uc694<\/li>\n<li class=\"toc-level-2\">4.2 \uc2dc\uc7a5 \ub3d9\uc778\n<ul>\n<li class=\"toc-level-3\">4.2.1 \ucea0\ud37c\uc2a4 \ub0b4 \uc2e4\uc2dc\uac04 \ube44\ub514\uc624 \ubd84\uc11d \uc218\uc694 \uae09\uc99d<\/li>\n<li class=\"toc-level-3\">4.2.2 \ud559\uad50 \ud3ed\ub825 \ubc0f \uae30\ubb3c \ud30c\uc190 \ubc1c\uc0dd\ub960 \uc99d\uac00<\/li>\n<li class=\"toc-level-3\">4.2.3 \uae30\uc220 \ud601\uc2e0 \uc8fc\uae30\ub97c \uac00\uc18d\ud654\ud558\ub294 \uc815\ubd80 \uc548\uc804 \ubcf4\uc870\uae08<\/li>\n<li class=\"toc-level-3\">4.2.4 \uc2e0\ud765 \uacbd\uc81c\uad6d\uc758 \uc778\ud504\ub77c \ud604\ub300\ud654 \ud504\ub85c\uadf8\ub7a8<\/li>\n<li class=\"toc-level-3\">4.2.5 \ucd08\uae30 \uc704\ud611 \uc2dd\ubcc4\uc744 \uc704\ud55c AI \uae30\ubc18 \ud589\ub3d9 \uac10\uc9c0<\/li>\n<li class=\"toc-level-3\">4.2.6 \uc790\uae08 \uc870\ub2ec \uacb0\uc815\uc744 \uc548\ub0b4\ud558\ub294 ESG \uc5f0\uacc4 \uc548\uc804 KPI<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.3 \uc2dc\uc7a5 \uc81c\uc57d\n<ul>\n<li class=\"toc-level-3\">4.3.1 \ub192\uc740 \ucd08\uae30 \uc870\ub2ec \ubc0f \uc218\uba85 \uc8fc\uae30 \ube44\uc6a9<\/li>\n<li class=\"toc-level-3\">4.3.2 \uc9c0\uc18d\uc801\uc778 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\ud638 \ubb38\uc81c<\/li>\n<li class=\"toc-level-3\">4.3.3 \ubd84\ub9ac\ub41c \ubb3c\ub9ac\uc801-\uc0ac\uc774\ubc84 \ubcf4\uc548 \uc544\ud0a4\ud14d\ucc98<\/li>\n<li class=\"toc-level-3\">4.3.4 \uc219\ub828\ub41c \ucea0\ud37c\uc2a4 \ubcf4\uc548 \uc778\ub825 \ubd80\uc871<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">4.4 \uac70\uc2dc \uacbd\uc81c \uc694\uc778\uc758 \uc601\ud5a5<\/li>\n<li class=\"toc-level-2\">4.5 \uc0b0\uc5c5 \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">4.6 \uaddc\uc81c \ud658\uacbd<\/li>\n<li class=\"toc-level-2\">4.7 \uae30\uc220 \uc804\ub9dd<\/li>\n<li class=\"toc-level-2\">4.8 \ud3ec\ud130\uc758 5\uac00\uc9c0 \uacbd\uc7c1 \uc694\uc778 \ubd84\uc11d\n<ul>\n<li class=\"toc-level-3\">4.8.1 \uacf5\uae09\uc5c5\uccb4\uc758 \ud611\uc0c1\ub825<\/li>\n<li class=\"toc-level-3\">4.8.2 \uad6c\ub9e4\uc790\uc758 \ud611\uc0c1\ub825<\/li>\n<li class=\"toc-level-3\">4.8.3 \uc2e0\uaddc \uc9c4\uc785\uc790\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.8.4 \ub300\uccb4\uc7ac\uc758 \uc704\ud611<\/li>\n<li class=\"toc-level-3\">4.8.5 \uacbd\uc7c1 \uac15\ub3c4<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-4\">5. \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21 (\uac00\uce58)<\/p>\n<ul>\n<li class=\"toc-level-2\">5.1 \uc11c\ube44\uc2a4\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.1.1 \uacbd\ube44<\/li>\n<li class=\"toc-level-3\">5.1.2 \ucc44\uc6a9 \uc804 \uc2ec\uc0ac<\/li>\n<li class=\"toc-level-3\">5.1.3 \ubcf4\uc548 \ucee8\uc124\ud305<\/li>\n<li class=\"toc-level-3\">5.1.4 \uc2dc\uc2a4\ud15c \ud1b5\ud569 \ubc0f \uad00\ub9ac<\/li>\n<li class=\"toc-level-3\">5.1.5 \uacbd\ubcf4 \ubaa8\ub2c8\ud130\ub9c1 \uc11c\ube44\uc2a4<\/li>\n<li class=\"toc-level-3\">5.1.6 \uae30\ud0c0 \ubbfc\uac04 \ubcf4\uc548 \uc11c\ube44\uc2a4<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.2 \uad6c\uc131 \uc694\uc18c\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.2.1 \ud558\ub4dc\uc6e8\uc5b4<\/li>\n<li class=\"toc-level-3\">5.2.2 \uc18c\ud504\ud2b8\uc6e8\uc5b4<\/li>\n<li class=\"toc-level-3\">5.2.3 \uc11c\ube44\uc2a4<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.3 \ubcf4\uc548 \uc194\ub8e8\uc158\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.3.1 \uc601\uc0c1 \uac10\uc2dc \uc2dc\uc2a4\ud15c<\/li>\n<li class=\"toc-level-3\">5.3.2 \ucd9c\uc785 \ud1b5\uc81c \uc2dc\uc2a4\ud15c<\/li>\n<li class=\"toc-level-3\">5.3.3 \ube44\uc0c1 \ud1b5\uc2e0 \uc2dc\uc2a4\ud15c<\/li>\n<li class=\"toc-level-3\">5.3.4 \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc194\ub8e8\uc158<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.4 \ubc30\ud3ec \ubaa8\ub4dc\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.4.1 \uc628\ud504\ub808\ubbf8\uc2a4<\/li>\n<li class=\"toc-level-3\">5.4.2 \ud074\ub77c\uc6b0\ub4dc<\/li>\n<li class=\"toc-level-3\">5.4.3 \ud558\uc774\ube0c\ub9ac\ub4dc<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.5 \uc2dc\uc124\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.5.1 \ucd08\ub4f1 \ubc0f \uc911\ub4f1 \uc2dc\uc124<\/li>\n<li class=\"toc-level-3\">5.5.2 \uace0\ub4f1 \uad50\uc721 \uc2dc\uc124<\/li>\n<li class=\"toc-level-3\">5.5.3 \uae30\ud0c0 \uad50\uc721 \uc2dc\uc124<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-2\">5.6 \uc9c0\uc5ed\ubcc4\n<ul>\n<li class=\"toc-level-3\">5.6.1 \ubd81\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.6.1.1 \ubbf8\uad6d<\/li>\n<li class=\"toc-level-4\">5.6.1.2 \uce90\ub098\ub2e4<\/li>\n<li class=\"toc-level-4\">5.6.1.3 \uba55\uc2dc\ucf54<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.6.2 \ub0a8\ubbf8\n<ul>\n<li class=\"toc-level-4\">5.6.2.1 \ube0c\ub77c\uc9c8<\/li>\n<li class=\"toc-level-4\">5.6.2.2 \uc544\ub974\ud5e8\ud2f0\ub098<\/li>\n<li class=\"toc-level-4\">5.6.2.3 \ub0a8\ubbf8 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.6.3 \uc720\ub7fd\n<ul>\n<li class=\"toc-level-4\">5.6.3.1 \ub3c5\uc77c<\/li>\n<li class=\"toc-level-4\">5.6.3.2 \uc601\uad6d<\/li>\n<li class=\"toc-level-4\">5.6.3.3 \ud504\ub791\uc2a4<\/li>\n<li class=\"toc-level-4\">5.6.3.4 \uc774\ud0c8\ub9ac\uc544<\/li>\n<li class=\"toc-level-4\">5.6.3.5 \uc2a4\ud398\uc778<\/li>\n<li class=\"toc-level-4\">5.6.3.6 \uc720\ub7fd \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.6.4 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591\n<ul>\n<li class=\"toc-level-4\">5.6.4.1 \uc911\uad6d<\/li>\n<li class=\"toc-level-4\">5.6.4.2 \uc77c\ubcf8<\/li>\n<li class=\"toc-level-4\">5.6.4.3 \uc778\ub3c4<\/li>\n<li class=\"toc-level-4\">5.6.4.4 \ub300\ud55c\ubbfc\uad6d<\/li>\n<li class=\"toc-level-4\">5.6.4.5 \ub3d9\ub0a8\uc544\uc2dc\uc544<\/li>\n<li class=\"toc-level-4\">5.6.4.6 \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.6.5 \uc911\ub3d9\n<ul>\n<li class=\"toc-level-4\">5.6.5.1 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544<\/li>\n<li class=\"toc-level-4\">5.6.5.2 \uc544\ub78d\uc5d0\ubbf8\ub9ac\ud2b8<\/li>\n<li class=\"toc-level-4\">5.6.5.3 \ud280\ub974\ud0a4\uc608<\/li>\n<li class=\"toc-level-4\">5.6.5.4 \uc911\ub3d9 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<li class=\"toc-level-3\">5.6.6 \uc544\ud504\ub9ac\uce74\n<ul>\n<li class=\"toc-level-4\">5.6.6.1 \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d<\/li>\n<li class=\"toc-level-4\">5.6.6.2 \ub098\uc774\uc9c0\ub9ac\uc544<\/li>\n<li class=\"toc-level-4\">5.6.6.3 \uc544\ud504\ub9ac\uce74 \uae30\ud0c0 \uc9c0\uc5ed<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-5\">6. \uacbd\uc7c1 \ud658\uacbd<\/p>\n<ul>\n<li class=\"toc-level-2\">6.1 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4<\/li>\n<li class=\"toc-level-2\">6.2 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784<\/li>\n<li class=\"toc-level-2\">6.3 \uc2dc\uc7a5 \uc810\uc720\uc728 \ubd84\uc11d<\/li>\n<li class=\"toc-level-2\">6.4 \uae30\uc5c5 \ud504\ub85c\ud544 (\uae00\ub85c\ubc8c \uac1c\uc694, \uc2dc\uc7a5 \uac1c\uc694, \ud575\uc2ec \ubd80\ubb38, \uc7ac\ubb34 \uc815\ubcf4(\uc0ac\uc6a9 \uac00\ub2a5\ud55c \uacbd\uc6b0), \uc804\ub7b5 \uc815\ubcf4, \uc8fc\uc694 \uae30\uc5c5\uc758 \uc2dc\uc7a5 \uc21c\uc704\/\uc810\uc720\uc728, \uc81c\ud488 \ubc0f \uc11c\ube44\uc2a4, \ucd5c\uadfc \uac1c\ubc1c \ud3ec\ud568)\n<ul>\n<li class=\"toc-level-3\">6.4.1 Cisco Systems Inc.<\/li>\n<li class=\"toc-level-3\">6.4.2 Honeywell International Inc.<\/li>\n<li class=\"toc-level-3\">6.4.3 Motorola Solutions Inc.<\/li>\n<li class=\"toc-level-3\">6.4.4 Securitas AB<\/li>\n<li class=\"toc-level-3\">6.4.5 Axis Communications AB<\/li>\n<li class=\"toc-level-3\">6.4.6 Genetec Inc.<\/li>\n<li class=\"toc-level-3\">6.4.7 Verkada Inc.<\/li>\n<li class=\"toc-level-3\">6.4.8 Hangzhou Hikvision Digital Technology Co. Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.9 Johnson Controls International plc<\/li>\n<li class=\"toc-level-3\">6.4.10 Robert Bosch GmbH<\/li>\n<li class=\"toc-level-3\">6.4.11 ADT Inc.<\/li>\n<li class=\"toc-level-3\">6.4.12 Allied Universal Topco LLC<\/li>\n<li class=\"toc-level-3\">6.4.13 Prosegur Compania de Seguridad S.A.<\/li>\n<li class=\"toc-level-3\">6.4.14 Hanwha Vision Co., Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.15 Zhejiang Dahua Technology Co. Ltd.<\/li>\n<li class=\"toc-level-3\">6.4.16 Gallagher Group Limited<\/li>\n<li class=\"toc-level-3\">6.4.17 Silverseal Corporation<\/li>\n<li class=\"toc-level-3\">6.4.18 SEICO Inc.<\/li>\n<li class=\"toc-level-3\">6.4.19 Kisi Inc.<\/li>\n<li class=\"toc-level-3\">6.4.20 AxxonSoft LLC<\/li>\n<li class=\"toc-level-3\">6.4.21 Eagle Eye Networks Inc.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p class=\"toc-level-1 toc-content-heading\" id=\"toc-content-heading-6\">7. \uc2dc\uc7a5 \uae30\ud68c \ubc0f \ubbf8\ub798 \uc804\ub9dd<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc810\uc720\uc728 \ubd84\uc11d &#8211; \uc131\uc7a5 \ub3d9\ud5a5 \ubc0f \uc608\uce21 (2026-2031)<\/p>\n<p>\ubcf4\uace0\uc11c \uac1c\uc694<\/p>\n<p>\uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5 \ubcf4\uace0\uc11c\ub294 \uc11c\ube44\uc2a4(\uacbd\ube44, \uc0ac\uc804 \uace0\uc6a9 \uc2ec\uc0ac \ub4f1), \uad6c\uc131 \uc694\uc18c(\ud558\ub4dc\uc6e8\uc5b4, \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uc11c\ube44\uc2a4), \ubcf4\uc548 \uc194\ub8e8\uc158(\ube44\ub514\uc624 \uac10\uc2dc \uc2dc\uc2a4\ud15c, \uc811\uadfc \uc81c\uc5b4 \uc2dc\uc2a4\ud15c \ub4f1), \ubc30\ud3ec \ubaa8\ub4dc(\uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc, \ud558\uc774\ube0c\ub9ac\ub4dc), \uc2dc\uc124(\ucd08\ub4f1 \ubc0f \uc911\ub4f1 \uc2dc\uc124 \ub4f1) \ubc0f \uc9c0\uc5ed\ubcc4\ub85c \ubd84\ub958\ub418\uc5b4 \uc2dc\uc7a5 \uac00\uce58(USD)\ub97c \uae30\uc900\uc73c\ub85c \uc608\uce21\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uac1c\uc694 \ubc0f \uc8fc\uc694 \uc218\uce58<\/p>\n<p>\uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5\uc740 2025\ub144 9\uc5b5 8\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0\uc11c 2026\ub144 11\uc5b5 \ub2ec\ub7ec\ub85c \uc131\uc7a5\ud588\uc73c\uba70, 2031\ub144\uc5d0\ub294 19\uc5b5 1\ucc9c\ub9cc \ub2ec\ub7ec\uc5d0 \ub2ec\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4. \uc774\ub294 2026\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 \uc5f0\ud3c9\uade0 \uc131\uc7a5\ub960(CAGR) 11.78%\ub97c \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4. \ubd81\ubbf8 \uc9c0\uc5ed\uc774 \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc774 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc2dc\uc7a5\uc73c\ub85c \ubd80\uc0c1\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc2dc\uc7a5 \uc9d1\uc911\ub3c4\ub294 \uc911\uac04 \uc218\uc900\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ubd84\uc11d (Mordor Intelligence)<\/p>\n<p>\ubbf8\uad6d K-12 \uad50\uc721 \uc0ac\uc774\ubc84\ubcf4\uc548\ubc95 \ubcf4\uc870\uae08 2\uc5b5 \ub2ec\ub7ec\uc640 \uac19\uc740 \uc5f0\ubc29 \uc815\ubd80\uc758 \uc608\uc0b0 \uc99d\uac00\ub294 \ud559\uad50\ub97c \ud575\uc2ec \uc778\ud504\ub77c \uc2dc\uc124\ub85c \uc778\uc2dd\ud558\uac8c \ud588\uc2b5\ub2c8\ub2e4. 2022\ub144\uc5d0\uc11c 2024\ub144 \uc0ac\uc774\uc5d0 \ucea0\ud37c\uc2a4 \uc0ac\uc774\ubc84 \uacf5\uaca9\uc774 156% \uc99d\uac00\ud558\uba74\uc11c \ubb3c\ub9ac\uc801 \ubc0f \ub514\uc9c0\ud138 \uc704\ud611\uc774 \ud1b5\ud569\ub418\uc5b4 \ubcf4\ud638 \uc218\uc694\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uacf5\uc9c0\ub2a5(AI) \uae30\ubc18 \ube44\ub514\uc624 \ubd84\uc11d\uc740 3~5\ucd08 \uc774\ub0b4\uc5d0 \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \ud589\ub3d9\uc744 \uac10\uc9c0\ud558\uc5ec \uc0ac\uac74 \ub300\uc751 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uace0 \ub3c4\uc785\uc744 \uac00\uc18d\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubd81\ubbf8\ub294 37.31%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\ub85c \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5\uc744 \uc120\ub3c4\ud558\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 \uc218\uc2ed\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uc2a4\ub9c8\ud2b8 \ucea0\ud37c\uc2a4 \ud504\ub85c\uadf8\ub7a8\uc5d0 \ud798\uc785\uc5b4 13.8%\uc758 \uac00\uc7a5 \ube60\ub978 CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uae00\ub85c\ubc8c \ub300\uae30\uc5c5\uacfc \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc804\ubb38 \uae30\uc5c5\ub4e4\uc774 \uc5c4\uaca9\ud55c \ud559\uc0dd \ub370\uc774\ud130 \uaddc\uc81c\uc5d0 \ub9de\ucdb0 \ubcf4\uc548 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \uacbd\uc7c1\ud558\uba74\uc11c \uacbd\uc7c1 \uac15\ub3c4\ub294 \uc911\uac04 \uc218\uc900\uc744 \uc720\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \ubcf4\uace0\uc11c \uc694\uc57d<\/p>\n<p>*   \uc11c\ube44\uc2a4\ubcc4: 2025\ub144 \uacbd\ube44 \uc11c\ube44\uc2a4\uac00 41.12%\ub85c \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud588\uc73c\uba70, \uc54c\ub78c \ubaa8\ub2c8\ud130\ub9c1 \uc11c\ube44\uc2a4\ub294 2031\ub144\uae4c\uc9c0 13.72%\uc758 CAGR\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4.<br \/>\n*   \uad6c\uc131 \uc694\uc18c\ubcc4: 2025\ub144 \ud558\ub4dc\uc6e8\uc5b4\uac00 52.15%\uc758 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc73c\ub098, \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 13.05%\uc758 \uac00\uc7a5 \uac15\ub825\ud55c CAGR \uc804\ub9dd\uc744 \ubcf4\uc785\ub2c8\ub2e4.<br \/>\n*   \ubcf4\uc548 \uc194\ub8e8\uc158\ubcc4: 2025\ub144 \ube44\ub514\uc624 \uac10\uc2dc \uc2dc\uc2a4\ud15c\uc774 39.18%\uc758 \ub9e4\ucd9c\uc744 \uae30\ub85d\ud588\uc73c\uba70, \uc0ac\uc774\ubc84\ubcf4\uc548 \uc194\ub8e8\uc158\uc740 2025\ub144\ubd80\ud130 2031\ub144\uae4c\uc9c0 13.55%\uc758 \uac00\uc7a5 \ub192\uc740 CAGR\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubaa8\ub4dc\ubcc4: 2025\ub144 \uc628\ud504\ub808\ubbf8\uc2a4 \uc124\uce58\uac00 57.62%\ub97c \ucc28\uc9c0\ud588\uc73c\ub098, \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub294 13.12%\uc758 CAGR\ub85c \ud655\uc7a5\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc2dc\uc124\ubcc4: 2025\ub144 \ucd08\ub4f1 \ubc0f \uc911\ub4f1 \ud559\uad50\uac00 55.78%\uc758 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud588\uc73c\uba70, \uace0\ub4f1 \uad50\uc721 \ucea0\ud37c\uc2a4\ub294 13.19%\uc758 CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uce21\ub429\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc5ed\ubcc4: 2025\ub144 \ubd81\ubbf8\uac00 36.85%\uc758 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \uae30\ub85d\ud588\uc73c\uba70, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591 \uc9c0\uc5ed\uc740 2031\ub144\uae4c\uc9c0 13.63%\uc758 \uac00\uc7a5 \uac00\ud30c\ub978 CAGR\uc744 \ubcf4\uc77c \uac83\uc73c\ub85c \uc804\ub9dd\ub429\ub2c8\ub2e4.<\/p>\n<p>\uae00\ub85c\ubc8c \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5 \ub3d9\ud5a5 \ubc0f \ud1b5\ucc30\ub825<\/p>\n<p>\uc8fc\uc694 \uc131\uc7a5 \ub3d9\ub825:<\/p>\n<p>*   AI \uae30\ubc18 \ud589\ub3d9 \uac10\uc9c0 \ubc0f \uc2e4\uc2dc\uac04 \ube44\ub514\uc624 \ubd84\uc11d: \uace0\uae09 \ucef4\ud4e8\ud130 \ube44\uc804 \ubaa8\ub378\uc740 \ubcf4\uc548\uc744 \ubc18\uc751\uc801 \ubaa8\ub4dc\uc5d0\uc11c \uc608\uce21\uc801 \ubaa8\ub4dc\ub85c \uc804\ud658\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Verkada\uc758 \uc0ac\ub840\ucc98\ub7fc AI \uae30\ubc18 \uc2dc\uc2a4\ud15c\uc740 \uc774\uc0c1 \uc9d5\ud6c4 \uac10\uc9c0 \uc815\ud655\ub3c4\ub97c 94%\uae4c\uc9c0 \ub192\uc774\uace0 \uc0ac\uac74 \ub300\uc751 \uc2dc\uac04\uc744 67% \ub2e8\ucd95\ud558\uc5ec \ud559\uad50 \ud3ed\ub825 \ubc0f \ubb34\uae30 \uad00\ub828 \uc0ac\uac74\uc744 43% \uac10\uc18c\uc2dc\ud0a4\ub294 \ub4f1 \uc608\ubc29\uc801 \ubcf4\uc548\uc73c\ub85c\uc758 \uc804\ud658\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ucd08\uae30\uc5d0\ub294 \uc0c1\ub2f9\ud55c \uc5e3\uc9c0 \ucef4\ud4e8\ud305 \ud22c\uc790\ub97c \uc694\uad6c\ud558\uc9c0\ub9cc, FERPA(\uac00\uc871 \uad50\uc721 \uad8c\ub9ac \ubc0f \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638\ubc95) \uc900\uc218\ub97c \uc704\ud55c \ub300\uc2dc\ubcf4\ub4dc\uc640 \uacb0\ud569\ub420 \ub54c \uacbd\uc7c1 \uc6b0\uc704\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<br \/>\n*   \uc815\ubd80 \uc548\uc804 \ubcf4\uc870\uae08 \ubc0f \uae30\uc220 \uac31\uc2e0 \uc8fc\uae30 \uac00\uc18d\ud654: 2024\ub144 \uc774\ud6c4 12\uc5b5 \ub2ec\ub7ec \uc774\uc0c1\uc758 STOP \ud559\uad50 \ud3ed\ub825 \ubcf4\uc870\uae08\uacfc \ud14d\uc0ac\uc2a4(3\uc5b5 \ub2ec\ub7ec), \ud50c\ub85c\ub9ac\ub2e4(\uc5f0\uac04 1\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec)\uc640 \uac19\uc740 \uc8fc \uc815\ubd80\uc758 \ub300\uaddc\ubaa8 \ud22c\uc790\ub294 \uc18c\uaddc\ubaa8 \ud559\uad70\uc774 \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \ud50c\ub7ab\ud3fc\uc744 \ub3c4\uc785\ud558\uace0 \ud134\ud0a4 \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \uc99d\uac00\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcf4\uc870\uae08\uc740 ESG \uae30\ubc18 \uc548\uc804 KPI\uc640 \uc5f0\uacc4\ub418\uc5b4 \ubcf4\uc548 \uc774\ubca4\ud2b8\ub97c \uac10\uc0ac \uac00\ub2a5\ud55c \uc0ac\ud68c\uc801 \uc601\ud5a5 \uc810\uc218\ub85c \uc804\ud658\ud558\ub294 \ud50c\ub7ab\ud3fc\uc744 \uc120\ud638\ud558\uac8c \ud569\ub2c8\ub2e4.<br \/>\n*   \ud559\uad50 \ud3ed\ub825 \ubc0f \uae30\ubb3c \ud30c\uc190 \uc99d\uac00: 2024\ub144 K-12 \ucea0\ud37c\uc2a4\uc5d0\uc11c \ud3ed\ub825 \uc0ac\uac74\uc774 \ud32c\ub370\ubbf9 \uc774\uc804 \ub300\ube44 34% \uc99d\uac00\ud558\uace0, \uae30\ubb3c \ud30c\uc190\uc73c\ub85c \uc778\ud55c \ube44\uc6a9\uc774 28\uc5b5 \ub2ec\ub7ec\uc5d0 \ub2ec\ud558\uba74\uc11c \ud1b5\ud569\ub41c \uc5b5\uc81c \ubc0f \uc2e0\uc18d \ub300\uc751 \uc5ed\ub7c9\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uae09\uc99d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc18c\uc15c \ubbf8\ub514\uc5b4 \uae30\ubc18\uc758 \ud63c\ub780\uc740 \ub514\uc9c0\ud138 \ucf58\ud150\uce20 \ubaa8\ub2c8\ud130\ub9c1\uacfc \ubb3c\ub9ac\uc801 \ubcf4\uc548 \uacc4\uce35\uc758 \ud1b5\ud569 \ud544\uc694\uc131\uc744 \uac15\uc870\ud558\uba70, \ube44\ub514\uc624, \uc811\uadfc \uc81c\uc5b4, \uc18c\uc15c \ucc44\ub110\uc744 \ub2e8\uc77c \ucf58\uc194\ub85c \ud1b5\ud569\ud558\ub294 \uc194\ub8e8\uc158\uc774 \ud504\ub9ac\ubbf8\uc5c4 \uac00\uaca9\uc744 \ud615\uc131\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc2e0\ud765 \uacbd\uc81c\uad6d\uc758 \uc778\ud504\ub77c \ud604\ub300\ud654 \ud504\ub85c\uadf8\ub7a8: \uc911\uad6d\uc758 14\ucc28 5\uac1c\ub144 \uacc4\ud68d(\uad50\uc721 \uc5c5\uadf8\ub808\uc774\ub4dc\uc5d0 780\uc5b5 \ub2ec\ub7ec, \ubcf4\uc548\uc5d0 12~15% \ud560\ub2f9), \uc778\ub3c4\uc758 \uc2a4\ub9c8\ud2b8 \ucea0\ud37c\uc2a4 \ud504\ub85c\uc81d\ud2b8(120\uc5b5 \ub2ec\ub7ec \uc774\uc0c1), \ube0c\ub77c\uc9c8(15,000\uac1c \uacf5\ub9bd\ud559\uad50 \uac1c\uc870\uc5d0 23\uc5b5 \ub2ec\ub7ec), UAE(\ud1b5\ud569 \uc548\uc804 \ubc0f \ud559\uc2b5 \ud50c\ub7ab\ud3fc\uc5d0 8\uc5b5 9\ucc9c\ub9cc \ub2ec\ub7ec) \ub4f1\uc758 \ud22c\uc790\ub294 \ud3ec\uad04\uc801\uc774\uace0 \ud655\uc7a5 \uac00\ub2a5\ud55c \ubcf4\uc548 \uc0dd\ud0dc\uacc4\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc9c0\uc5ed \uc81c\uc870 \ubc0f \ud604\uc9c0 \uaddc\uc81c \uc804\ubb38\uc131\uc744 \uac16\ucd98 \uad6d\uc81c \uacf5\uae09\uc5c5\uccb4\uc5d0\uac8c \uc7a5\uae30\uc801\uc778 \uc218\uc775 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \uc81c\uc57d \uc694\uc778:<\/p>\n<p>*   \ub192\uc740 \ucd08\uae30 \uc870\ub2ec \ubc0f \uc218\uba85 \uc8fc\uae30 \ube44\uc6a9: \uc644\uc804\ud55c \ucea0\ud37c\uc2a4 \uc124\uce58\uc5d0\ub294 \ud3c9\uade0 15\ub9cc~50\ub9cc \ub2ec\ub7ec\uac00 \uc18c\uc694\ub418\uba70, \uc5f0\uac04 \uc11c\ube44\uc2a4 \ube44\uc6a9\uc740 \uc790\ubcf8 \uc9c0\ucd9c\uc758 \ucd5c\ub300 25%\ub97c \ucc28\uc9c0\ud558\uc5ec \ud559\uad70 \uc608\uc0b0\uc5d0 \ubd80\ub2f4\uc744 \uc90d\ub2c8\ub2e4. \ubcf4\uc870\uae08 \uc81c\ub3c4\uac00 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ub77c\uc774\uc120\uc2a4\ub098 \ud074\ub77c\uc6b0\ub4dc \uc2a4\ud1a0\ub9ac\uc9c0 \uac31\uc2e0\uc744 \uac70\uc758 \uc9c0\uc6d0\ud558\uc9c0 \uc54a\uc544 \uc77c\ubd80 \ud559\uad70\uc740 \uace0\uae09 \uc2dc\uc2a4\ud15c\uc744 \uc81c\ub300\ub85c \ud65c\uc6a9\ud558\uc9c0 \ubabb\ud558\ub294 \uacbd\uc6b0\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4. \uacb0\uacfc \uae30\ubc18 \uac00\uaca9 \ucc45\uc815 \ubc0f \ubaa8\ub4c8\uc2dd \uc5c5\uadf8\ub808\uc774\ub4dc\ub97c \uc81c\uacf5\ud558\ub294 \uacf5\uae09\uc5c5\uccb4\uac00 \uc608\uc0b0 \ub9c8\ucc30\uc744 \uc644\ud654\ud558\uace0 \ucd1d \uc18c\uc720 \ube44\uc6a9\uc744 \uac1c\uc120\ud558\ub294 \ub370 \uc720\ub9ac\ud569\ub2c8\ub2e4.<br \/>\n*   \uc9c0\uc18d\uc801\uc778 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\ud638 \ubb38\uc81c: 23\uac1c \ubbf8\uad6d \uc8fc\uc5d0\uc11c 2024\ub144\uc5d0 \uc0c8\ub85c\uc6b4 \ud559\uc0dd \ub370\uc774\ud130 \ubc95\ub960\uc744 \uc81c\uc815\ud558\uc5ec \uc0dd\uccb4 \uc778\uc2dd \uc218\uc9d1 \ubc0f \ud589\ub3d9 \ubaa8\ub2c8\ud130\ub9c1\uc5d0 \ub300\ud55c \uc81c\ud55c\uc744 \uac15\ud654\ud588\uc2b5\ub2c8\ub2e4. ACLU\uc758 AI \uae30\ubc18 \uac10\uc2dc \ud504\ub85c\uadf8\ub7a8\uc5d0 \ub300\ud55c \uc18c\uc1a1\uacfc FERPA, GDPR\uacfc \uac19\uc740 \uaddc\uc81c\ub294 \uaddc\uc815 \uc900\uc218 \ubd88\ud655\uc2e4\uc131\uc744 \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \uc124\uacc4(privacy-by-design) \uae30\ub2a5, \ub9c8\uc2a4\ud0b9, \uc628\ub514\ubc14\uc774\uc2a4 \ubd84\uc11d \ubc0f \uc2dc\uac04 \uc81c\ud55c \ubcf4\uc874 \uae30\ub2a5\uc744 \ub0b4\uc7a5\ud55c \uacf5\uae09\uc5c5\uccb4\uac00 \uacbd\uc7c1\ub825\uc744 \ud655\ubcf4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ubb3c\ub9ac\uc801-\uc0ac\uc774\ubc84 \ubcf4\uc548 \uc544\ud0a4\ud14d\ucc98\uc758 \ub2e8\uc808: \uae30\uc874 \uc2dc\uc2a4\ud15c\uc758 \ub2e8\uc808\uc740 \ud1b5\ud569 \ubcf4\uc548 \uc194\ub8e8\uc158\uc758 \ub3c4\uc785\uc744 \uc5b4\ub835\uac8c \ud569\ub2c8\ub2e4.<br \/>\n*   \uc219\ub828\ub41c \ubcf4\uc548 \uc778\ub825 \ubd80\uc871: \ud2b9\ud788 \ub18d\ucd0c \ubc0f \uad50\uc678 \uc9c0\uc5ed\uc5d0\uc11c \uc219\ub828\ub41c \ubcf4\uc548 \uc778\ub825 \ubd80\uc871\uc740 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc694\uc778\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc138\uadf8\uba3c\ud2b8 \ubd84\uc11d<\/p>\n<p>*   \uc11c\ube44\uc2a4\ubcc4: \uacbd\ube44 \uc11c\ube44\uc2a4\ub294 2025\ub144 \ub9e4\ucd9c\uc758 41.12%\ub97c \ucc28\uc9c0\ud558\uba70 \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5\uc758 \ud575\uc2ec \uc5ed\ud560\uc744 \uc720\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. AI \ubd84\uc11d\uc5d0 \ud798\uc785\uc740 \uc54c\ub78c \ubaa8\ub2c8\ud130\ub9c1 \uc11c\ube44\uc2a4\ub294 13.72%\uc758 CAGR\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uac04 \uc21c\ucc30\uacfc \ub4dc\ub860 \ud53c\ub4dc, \ubaa8\ubc14\uc77c \ub300\uc2dc\ubcf4\ub4dc\ub97c \uacb0\ud569\ud55c \ud558\uc774\ube0c\ub9ac\ub4dc \uacbd\ube44 \ubaa8\ub378\uc774 \uc804\ud1b5\uc801\uc778 \uc5ed\ud560\uc744 \uc7ac\ud3b8\ud558\uace0 \uc788\uc73c\uba70, \uc2dc\uc2a4\ud15c \ud1b5\ud569 \ubc0f \uad00\ub9ac \uc11c\ube44\uc2a4 \uacc4\uc57d\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ub192\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uad6c\uc131 \uc694\uc18c\ubcc4: \ud558\ub4dc\uc6e8\uc5b4\ub294 2025\ub144 \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5 \uc810\uc720\uc728\uc758 52.15%\ub97c \ucc28\uc9c0\ud588\uc73c\ub098, \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub294 13.05%\uc758 CAGR\ub85c \ubd84\uc11d \uae30\ubc18 \ud074\ub77c\uc6b0\ub4dc \uad00\ub9ac \uc544\ud0a4\ud14d\ucc98\ub85c\uc758 \uc804\ud658\uc744 \uc8fc\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5e3\uc9c0 \uc9c0\uc6d0 \uce74\uba54\ub77c\ub294 AI\ub97c \uc7a5\uce58\uc5d0 \uc9c1\uc811 \ub0b4\uc7a5\ud558\uc5ec \ub370\uc774\ud130 \uc13c\ud130\uc758 \ud544\uc694\uc131\uc744 \uc904\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ube44\ub514\uc624 \uad00\ub9ac \ud50c\ub7ab\ud3fc\uc758 \uad6c\ub3c5 \uac00\uaca9 \ubaa8\ub378\uc740 \uc790\ubcf8 \uc9c0\ucd9c\uc744 \uc608\uce21 \uac00\ub2a5\ud55c \uc6b4\uc601 \ube44\uc6a9\uc73c\ub85c \uc804\ud658\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ubcf4\uc548 \uc194\ub8e8\uc158\ubcc4: \ube44\ub514\uc624 \uac10\uc2dc \uc2dc\uc2a4\ud15c\uc740 2025\ub144 39.18%\uc758 \ub9e4\ucd9c\uc744 \uae30\ub85d\ud558\uba70 \uc548\uc804 \ubc0f \uc6b4\uc601 \uc815\ubcf4\ub77c\ub294 \uc774\uc911 \uc5ed\ud560\uc744 \uc218\ud589\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubb34\uae30 \uac10\uc9c0, \uc810\uc720\uc728 \ubd84\uc11d, \ubc29\ubb38\uc790 \ud750\ub984 \ub9e4\ud551 \ub4f1\uc774 CCTV \uae30\ub2a5\uc744 \ubcf4\uac15\ud569\ub2c8\ub2e4. 230\ub9cc \uac74\uc758 \ud559\uc0dd \uae30\ub85d\uc774 \uc720\ucd9c\ub41c \uace0\uc704\ud5d8 \uce68\ud574 \uc0ac\uace0\ub85c \uc778\ud574 \uc0ac\uc774\ubc84\ubcf4\uc548 \uc194\ub8e8\uc158\uc740 13.55%\uc758 CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ube44\ub514\uc624, \uc811\uadfc \uc81c\uc5b4, \ub124\ud2b8\uc6cc\ud06c \ubcf4\uc548\uc744 \ud1b5\ud569\ud558\ub294 \ud1b5\ud569 \ud074\ub77c\uc6b0\ub4dc \ucf58\uc194\uc740 \uc608\uc0b0 \uc2dc\ub108\uc9c0\ub97c \ucc3d\ucd9c\ud558\uace0 \uacf5\uae09\uc5c5\uccb4 \uc885\uc18d\uc131\uc744 \uac15\ud654\ud569\ub2c8\ub2e4.<br \/>\n*   \ubc30\ud3ec \ubaa8\ub4dc\ubcc4: \uc628\ud504\ub808\ubbf8\uc2a4 \uc778\ud504\ub77c\ub294 2025\ub144 \ub9e4\ucd9c\uc758 57.62%\ub97c \ucc28\uc9c0\ud558\uba70 \ub9ce\uc740 \ud559\uad70\uc5d0\uc11c \uc9c1\uc811\uc801\uc778 \ub370\uc774\ud130 \ubcf4\uad00\uc744 \ud544\uc218\uc801\uc73c\ub85c \uc5ec\uae30\uace0 \uc788\uc2b5\ub2c8\ub2e4. 13.12%\uc758 CAGR\ub85c \uc131\uc7a5\ud558\ub294 \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub294 \uc790\ub3d9 \uc5c5\ub370\uc774\ud2b8, \ud0c4\ub825\uc801\uc778 \uc2a4\ud1a0\ub9ac\uc9c0, \ub0ae\uc740 \ucd08\uae30 \ud22c\uc790 \ube44\uc6a9\uc73c\ub85c \uc790\uc6d0 \uc81c\uc57d\uc774 \uc788\ub294 \uae30\uad00\uc5d0 \ub9e4\ub825\uc801\uc785\ub2c8\ub2e4. \ud558\uc774\ube0c\ub9ac\ub4dc \ubaa8\ub378\uc740 \ub85c\uceec \uae30\ub85d\uacfc \ud074\ub77c\uc6b0\ub4dc \ubd84\uc11d\uc744 \uacb0\ud569\ud558\uc5ec \uaddc\uc815 \uc900\uc218\ub97c \ucda9\uc871\ud558\uba74\uc11c AI \uae30\ub2a5\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<br \/>\n*   \uc2dc\uc124\ubcc4: \ucd08\ub4f1 \ubc0f \uc911\ub4f1 \ud559\uad50\ub294 \uc5f0\ubc29 K-12 \ubcf4\uc870\uae08\uacfc \uc758\ubb34\uc801\uc778 \uc77c\uc77c \ubcf4\uc548 \uc778\ub825 \ubc30\uce58 \ub355\ubd84\uc5d0 \ub9e4\ucd9c\uc758 55.78%\ub97c \ucc28\uc9c0\ud588\uc2b5\ub2c8\ub2e4. \uace0\ub4f1 \uad50\uc721 \ucea0\ud37c\uc2a4\ub294 \ub300\ud559\ub4e4\uc774 \uad11\ubc94\uc704\ud55c \uc2dc\uc124, \uc5f0\uad6c\uc2e4, \ud559\uc0dd \uae30\uc219\uc0ac\ub97c \uc5d4\ud130\ud504\ub77c\uc774\uc988\uae09 \uc2dc\uc2a4\ud15c\uc73c\ub85c \ubcf4\ud638\ud558\uba74\uc11c 13.19%\uc758 \ube60\ub978 CAGR\uc744 \uae30\ub85d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc5ed\ubcc4 \ubd84\uc11d<\/p>\n<p>*   \ubd81\ubbf8: 2025\ub144 \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5 \ub9e4\ucd9c\uc758 36.85%\ub97c \ucc28\uc9c0\ud588\uc73c\uba70, \ubbf8\uad6d\uc740 14\uc5b5 \ub2ec\ub7ec\uc758 \uc5f0\ubc29 \ubcf4\uc870\uae08\uc73c\ub85c \uae30\uc220 \uac31\uc2e0 \uc8fc\uae30\ub97c \uac00\uc18d\ud654\ud588\uc2b5\ub2c8\ub2e4. \uce90\ub098\ub2e4 \uc628\ud0c0\ub9ac\uc624\uc8fc\uc758 1\uc5b5 8\ucc9c\ub9cc \uce90\ub098\ub2e4 \ub2ec\ub7ec \ud504\ub85c\uadf8\ub7a8\uacfc \uba55\uc2dc\ucf54\uc758 \uacf5\ub9bd\ud559\uad50 \uc548\uc804 \uae30\uc220 \ud604\ub300\ud654(8\ucc9c 9\ubc31\ub9cc \ub2ec\ub7ec)\ub3c4 \uc774\ub7ec\ud55c \ucd94\uc138\ub97c \ubc18\uc601\ud569\ub2c8\ub2e4.<br \/>\n*   \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: 2031\ub144\uae4c\uc9c0 13.63%\uc758 \uac00\uc7a5 \uacf5\uaca9\uc801\uc778 CAGR\uc744 \uae30\ub85d\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \uc911\uad6d\uc758 780\uc5b5 \ub2ec\ub7ec \uad50\uc721 \uac1c\ud601 \uc911 \ucd5c\ub300 15%\uac00 \ud1b5\ud569 \ubcf4\uc548\uc5d0 \ud560\ub2f9\ub418\uace0, \uc778\ub3c4\uc758 \uc2a4\ub9c8\ud2b8 \ucea0\ud37c\uc2a4 \ud22c\uc790\ub294 120\uc5b5 \ub2ec\ub7ec\ub97c \ucd08\uacfc\ud569\ub2c8\ub2e4. \uae00\ub85c\ubc8c \uce74\uba54\ub77c \ub300\uae30\uc5c5\uc758 \ud604\uc9c0 \uc81c\uc870\ub294 \ub0a9\uae30 \ub2e8\ucd95 \ubc0f \uad6d\ub0b4 \ucf58\ud150\uce20 \uc758\ubb34 \ucda9\uc871\uc5d0 \uae30\uc5ec\ud558\uc5ec \uacbd\uc7c1\uc744 \uc2ec\ud654\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc720\ub7fd: GDPR \uc900\uc218\uc640 \ud568\uaed8 \uafb8\uc900\ud788 \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub3c5\uc77c\uc740 \ub514\uc9c0\ud138 \ud559\uad50\uc5d0 28\uc5b5 \uc720\ub85c\ub97c, \uc601\uad6d\uc740 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \uc124\uacc4 \ub3c4\uad6c\ub85c \uac15\ud654\ub41c \uc778\ud504\ub77c\uc5d0 6\uc5b5 5\ucc9c\ub9cc \ud30c\uc6b4\ub4dc\ub97c \ud22c\uc790\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: UAE\uc758 \uc2a4\ub9c8\ud2b8 \ud559\uad50 \ud504\ub85c\uc81d\ud2b8\uc640 \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544\uc758 \ube44\uc804 2030 \uad50\uc721 \uae30\ub465\uc774 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18, \ub2e4\uad6d\uc5b4 \ubcf4\uc548 \uc2a4\uc704\ud2b8\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \uc790\uadf9\ud558\uba70 \ub192\uc740 \uc131\uc7a5\uc138\ub97c \ubcf4\uc774\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd<\/p>\n<p>\uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5\uc740 AI \uae30\uc220, \ud074\ub77c\uc6b0\ub4dc \uc635\uc158, \uaddc\uc815 \uc900\uc218 \uc804\ubb38\uc131\uc744 \ubc14\ud0d5\uc73c\ub85c \ub2e4\uac01\ud654\ub41c \ub300\uae30\uc5c5\uacfc \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c \uc804\ubb38 \uae30\uc5c5\ub4e4\uc774 \uacbd\uc7c1\ud558\uba74\uc11c \uc911\uac04 \uc815\ub3c4\uc758 \uc9d1\uc911\ub3c4\ub97c \ubcf4\uc785\ub2c8\ub2e4. Cisco\ub294 \uad50\uc721 \uc804\uc6a9 \ubcf4\uc548 \ud074\ub77c\uc6b0\ub4dc\uc5d0 1\uc5b5 5\ucc9c\ub9cc \ub2ec\ub7ec\ub97c \ud22c\uc790\ud558\uc5ec \ube44\ub514\uc624, \uc811\uadfc \uc81c\uc5b4, \ub124\ud2b8\uc6cc\ud06c \ubc29\uc5b4\ub97c \ud1b5\ud569\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. Motorola\ub294 Ava Security\ub97c 4\uc5b5 4\ucc9c 5\ubc31\ub9cc \ub2ec\ub7ec\uc5d0 \uc778\uc218\ud558\uc5ec \uc5e3\uc9c0 \ubd84\uc11d \ub9ac\ub354\uc2ed\uc744 \uac15\ud654\ud588\uc2b5\ub2c8\ub2e4. Honeywell\uc740 8\ucc9c\ub9cc \ub2ec\ub7ec\ub97c \ud22c\uc790\ud558\uc5ec \uc2a4\ub9c8\ud2b8 \ube4c\ub529 \ubcf4\uc548 \uc194\ub8e8\uc158\uc744 \uac15\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc678\uc5d0\ub3c4 Fortinet, Palo Alto Networks, Check Point Software Technologies\uc640 \uac19\uc740 \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc774 \uad50\uc721 \uae30\uad00\uc758 \ud2b9\uc815 \uc694\uad6c \uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub294 \ub9de\ucda4\ud615 \ubcf4\uc548 \uc194\ub8e8\uc158\uc744 \uc81c\uacf5\ud558\uba70 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ud655\ub300\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub4e4 \uae30\uc5c5\uc740 \ud2b9\ud788 \ub370\uc774\ud130 \ud504\ub77c\uc774\ubc84\uc2dc, \uc0ac\uc774\ubc84 \uc704\ud611 \ubc29\uc5b4, \uadf8\ub9ac\uace0 \uc6d0\uaca9 \ud559\uc2b5 \ud658\uacbd\uc758 \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub450\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \ub3d9\uc778<\/p>\n<p>*   \uc0ac\uc774\ubc84 \uacf5\uaca9 \uc99d\uac00: \uad50\uc721 \ubd80\ubb38\uc740 \ubbfc\uac10\ud55c \uac1c\uc778 \uc815\ubcf4\uc640 \uc5f0\uad6c \ub370\uc774\ud130\ub97c \ubcf4\uc720\ud558\uace0 \uc788\uc5b4 \ub79c\uc12c\uc6e8\uc5b4, \ud53c\uc2f1, \ub370\uc774\ud130 \uc720\ucd9c \ub4f1 \uc0ac\uc774\ubc84 \uacf5\uaca9\uc758 \uc8fc\uc694 \ud45c\uc801\uc774 \ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc704\ud611 \uc99d\uac00\ub294 \uad50\uc721 \uae30\uad00\uc774 \uac15\ub825\ud55c \ubcf4\uc548 \uc194\ub8e8\uc158\uc5d0 \ud22c\uc790\ud558\ub3c4\ub85d \uac15\uc81c\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc6d0\uaca9 \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \ud559\uc2b5\uc758 \ud655\uc0b0: \ud32c\ub370\ubbf9 \uc774\ud6c4 \uc6d0\uaca9 \ubc0f \ud558\uc774\ube0c\ub9ac\ub4dc \ud559\uc2b5 \ubaa8\ub378\uc774 \ubcf4\ud3b8\ud654\ub418\uba74\uc11c, \ubd84\uc0b0\ub41c \ud559\uc2b5 \ud658\uacbd\uacfc \ub2e4\uc591\ud55c \uae30\uae30\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ubcf4\uc548 \ucde8\uc57d\uc810\uc744 \ud574\uacb0\ud574\uc57c \ud560 \ud544\uc694\uc131\uc774 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ubcf4\uc548, \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \ubcf4\ud638, \uadf8\ub9ac\uace0 \uc548\uc804\ud55c \ub124\ud2b8\uc6cc\ud06c \uc811\uadfc \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\ub97c \ucd09\uc9c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc5c4\uaca9\ud55c \uaddc\uc81c \uc900\uc218 \uc694\uad6c: GDPR, FERPA, CCPA \ub4f1 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\uc548\uc5d0 \uad00\ud55c \uaddc\uc81c\uac00 \uac15\ud654\ub418\uba74\uc11c, \uad50\uc721 \uae30\uad00\uc740 \uc774\ub7ec\ud55c \uaddc\uc815\uc744 \uc900\uc218\ud558\uae30 \uc704\ud574 \uc804\ubb38\uc801\uc778 \ubcf4\uc548 \uc194\ub8e8\uc158\uacfc \uc11c\ube44\uc2a4\ub97c \ub3c4\uc785\ud574\uc57c \ud569\ub2c8\ub2e4. \uaddc\uc81c \ubbf8\uc900\uc218 \uc2dc \ubc1c\uc0dd\ud558\ub294 \ub9c9\ub300\ud55c \ubc8c\uae08\uacfc \uba85\uc608 \uc2e4\ucd94\ub294 \ubcf4\uc548 \ud22c\uc790\ub97c \uac00\uc18d\ud654\ud558\ub294 \uc8fc\uc694 \ub3d9\uc778\uc785\ub2c8\ub2e4.<br \/>\n*   \ub514\uc9c0\ud138 \uc804\ud658 \uac00\uc18d\ud654: \uad50\uc721 \uae30\uad00\uc758 \ub514\uc9c0\ud138 \uc804\ud658\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c \uc2a4\ub9c8\ud2b8 \uad50\uc2e4, \uc628\ub77c\uc778 \ud559\uc2b5 \ud50c\ub7ab\ud3fc, \uad50\uc721\uc6a9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub4f1 \uc0c8\ub85c\uc6b4 \uae30\uc220 \ub3c4\uc785\uc774 \ud65c\ubc1c\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub514\uc9c0\ud138 \uc778\ud504\ub77c\ub97c \uc548\uc804\ud558\uac8c \ubcf4\ud638\ud558\uae30 \uc704\ud55c \ud1b5\ud569 \ubcf4\uc548 \uc194\ub8e8\uc158\uc758 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc194\ub8e8\uc158\uc758 \uc774\uc810: \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \ubcf4\uc548 \uc194\ub8e8\uc158\uc740 \ud655\uc7a5\uc131, \uc720\uc5f0\uc131, \ube44\uc6a9 \ud6a8\uc728\uc131 \uce21\uba74\uc5d0\uc11c \uad50\uc721 \uae30\uad00\uc5d0 \ub9e4\ub825\uc801\uc778 \ub300\uc548\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \ud2b9\ud788 IT \uc790\uc6d0\uc774 \uc81c\ud55c\uc801\uc778 \uae30\uad00\uc5d0\uc11c \ud074\ub77c\uc6b0\ub4dc \ubcf4\uc548\uc740 \uad00\ub9ac \ubd80\ub2f4\uc744 \uc904\uc774\uace0 \ucd5c\uc2e0 \uc704\ud611 \ubc29\uc5b4 \uae30\ub2a5\uc744 \uc2e0\uc18d\ud558\uac8c \ub3c4\uc785\ud560 \uc218 \uc788\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc81c\uc57d<\/p>\n<p>*   \uc608\uc0b0 \uc81c\uc57d: \ub9ce\uc740 \uad50\uc721 \uae30\uad00, \ud2b9\ud788 \uacf5\ub9bd \ud559\uad50\uc640 \ub300\ud559\uc740 \uc81c\ud55c\ub41c \uc608\uc0b0\uc73c\ub85c \uc6b4\uc601\ub429\ub2c8\ub2e4. \uace0\uac00\uc758 \ucd5c\ucca8\ub2e8 \ubcf4\uc548 \uc194\ub8e8\uc158 \ub3c4\uc785 \ubc0f \uc720\uc9c0\ubcf4\uc218\uc5d0 \ud544\uc694\ud55c \uc790\uae08 \ud655\ubcf4\ub294 \ud070 \uc5b4\ub824\uc6c0\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub294 \ubcf4\uc548 \ud22c\uc790\ub97c \uc9c0\uc5f0\uc2dc\ud0a4\uac70\ub098 \ucd5c\uc18c\ud55c\uc758 \uc194\ub8e8\uc158\ub9cc \ub3c4\uc785\ud558\uac8c \ub9cc\ub4dc\ub294 \uc8fc\uc694 \uc81c\uc57d \uc694\uc778\uc785\ub2c8\ub2e4.<br \/>\n*   \uae30\uc220 \uc804\ubb38\uc131 \ubd80\uc871: \uad50\uc721 \uae30\uad00 \ub0b4\uc5d0 \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc804\ubb38 \uc778\ub825\uc774 \ubd80\uc871\ud55c \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \uad00\ub9ac\ud558\uace0 \ucd5c\uc2e0 \uc704\ud611\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud55c \uc804\ubb38 \uc9c0\uc2dd\uacfc \uae30\uc220\uc774 \ubd80\uc871\ud558\uc5ec, \ubcf4\uc548 \uc194\ub8e8\uc158\uc758 \uc7a0\uc7ac\ub825\uc744 \ucd5c\ub300\ud55c \ud65c\uc6a9\ud558\uc9c0 \ubabb\ud558\uac70\ub098 \uc624\uc791\ub3d9\uc758 \uc704\ud5d8\uc5d0 \ub178\ucd9c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uc758 \ud1b5\ud569 \ubb38\uc81c: \uae30\uc874\uc5d0 \uad6c\ucd95\ub41c \ub178\ud6c4\ud654\ub41c IT \uc778\ud504\ub77c\uc640 \ub808\uac70\uc2dc \uc2dc\uc2a4\ud15c\uc740 \uc0c8\ub85c\uc6b4 \ubcf4\uc548 \uc194\ub8e8\uc158\uacfc\uc758 \ud1b5\ud569\uc5d0 \uc5b4\ub824\uc6c0\uc744 \uacaa\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \ubcf4\uc548 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc758 \ubcf5\uc7a1\uc131\uc744 \uc99d\uac00\uc2dc\ud0a4\uace0, \ucd94\uac00\uc801\uc778 \ube44\uc6a9\uacfc \uc2dc\uac04\uc744 \ubc1c\uc0dd\uc2dc\ud0a4\ub294 \uc694\uc778\uc774 \ub429\ub2c8\ub2e4.<br \/>\n*   \uc0ac\uc6a9\uc790 \uc778\uc2dd \ubc0f \ud589\ub3d9: \ud559\uc0dd, \uad50\uc9c1\uc6d0 \ub4f1 \uad50\uc721 \uae30\uad00 \uad6c\uc131\uc6d0\ub4e4\uc758 \ubcf4\uc548 \uc778\uc2dd \ubd80\uc871\uacfc \ubd80\uc8fc\uc758\ud55c \ud589\ub3d9\uc740 \uc544\ubb34\ub9ac \uac15\ub825\ud55c \uae30\uc220\uc801 \ubcf4\uc548 \uc194\ub8e8\uc158\uc774 \uc788\ub354\ub77c\ub3c4 \ucde8\uc57d\uc810\uc73c\ub85c \uc791\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud53c\uc2f1 \ub9c1\ud06c \ud074\ub9ad, \uc57d\ud55c \ube44\ubc00\ubc88\ud638 \uc0ac\uc6a9 \ub4f1 \uc778\uc801 \uc694\uc18c\ub85c \uc778\ud55c \ubcf4\uc548 \uc0ac\uace0\ub294 \uc2dc\uc7a5\uc758 \uc8fc\uc694 \uc81c\uc57d \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<br \/>\n*   \uc194\ub8e8\uc158\uc758 \ubcf5\uc7a1\uc131: \ub2e4\uc591\ud55c \ubcf4\uc548 \uc704\ud611\uc5d0 \ub300\uc751\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \ubca4\ub354\uc758 \uc194\ub8e8\uc158\uc744 \ub3c4\uc785\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc774 \ubcf5\uc7a1\ud574\uc9c0\uace0, \uad00\ub9ac\uc758 \uc5b4\ub824\uc6c0\uc774 \uac00\uc911\ub418\uba70, \uc11c\ub85c \ub2e4\ub978 \uc194\ub8e8\uc158 \uac04\uc758 \ud638\ud658\uc131 \ubb38\uc81c\uac00 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uae30\ud68c<\/p>\n<p>*   AI \ubc0f \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \ubcf4\uc548 \uc194\ub8e8\uc158 \ub3c4\uc785: \uc778\uacf5\uc9c0\ub2a5(AI)\uacfc \uba38\uc2e0\ub7ec\ub2dd(ML) \uae30\uc220\uc744 \ud65c\uc6a9\ud55c \ubcf4\uc548 \uc194\ub8e8\uc158\uc740 \uc704\ud611 \ud0d0\uc9c0 \ubc0f \ub300\uc751 \ub2a5\ub825\uc744 \ud68d\uae30\uc801\uc73c\ub85c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uad50\uc721 \uae30\uad00\uc740 \uc774\ub7ec\ud55c \uae30\uc220\uc744 \ud1b5\ud574 \uc81c\ub85c\ub370\uc774 \uacf5\uaca9, \uc9c0\ub2a5\ud615 \uc9c0\uc18d \uc704\ud611(APT) \ub4f1 \ubcf5\uc7a1\ud55c \uc0ac\uc774\ubc84 \uc704\ud611\uc5d0 \ubcf4\ub2e4 \ud6a8\uacfc\uc801\uc73c\ub85c \ub300\uc751\ud560 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uc5bb\uac8c \ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n*   \ud1b5\ud569 \ubcf4\uc548 \ud50c\ub7ab\ud3fc \uc218\uc694 \uc99d\uac00: \ub2e8\uc77c \ubca4\ub354 \ub610\ub294 \ud1b5\ud569 \ud50c\ub7ab\ud3fc\uc744 \ud1b5\ud574 \ub124\ud2b8\uc6cc\ud06c, \uc5d4\ub4dc\ud3ec\uc778\ud2b8, \ud074\ub77c\uc6b0\ub4dc, \ub370\uc774\ud130 \ubcf4\uc548\uc744 \ud55c \ubc88\uc5d0 \uad00\ub9ac\ud560 \uc218 \uc788\ub294 \uc194\ub8e8\uc158\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uad00\ub9ac\uc758 \ud6a8\uc728\uc131\uc744 \ub192\uc774\uace0, \ubcf4\uc548 \uc0ac\uac01\uc9c0\ub300\ub97c \uc904\uc774\uba70, \ucd1d \uc18c\uc720 \ube44\uc6a9(TCO)\uc744 \uc808\uac10\ud558\ub294 \ub370 \uae30\uc5ec\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ubcf4\uc548 \uad50\uc721 \ubc0f \uc778\uc2dd \uc81c\uace0 \ud504\ub85c\uadf8\ub7a8: \uae30\uc220\uc801 \uc194\ub8e8\uc158 \uc678\uc5d0\ub3c4 \ud559\uc0dd, \uad50\uc9c1\uc6d0\uc744 \ub300\uc0c1\uc73c\ub85c \ud558\ub294 \uc9c0\uc18d\uc801\uc778 \ubcf4\uc548 \uad50\uc721 \ubc0f \uc778\uc2dd \uc81c\uace0 \ud504\ub85c\uadf8\ub7a8\uc740 \uc0ac\uc774\ubc84 \ubcf4\uc548 \ud658\uacbd\uc744 \uac15\ud654\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ubcf4\uc548 \ubca4\ub354\ub4e4\uc740 \uc774\ub7ec\ud55c \uad50\uc721 \ud504\ub85c\uadf8\ub7a8\uc744 \uc194\ub8e8\uc158\uacfc \ud568\uaed8 \uc81c\uacf5\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc2dc\uc7a5 \uae30\ud68c\ub97c \ucc3d\ucd9c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   OT\/IoT \ubcf4\uc548 \uc2dc\uc7a5 \ud655\uc7a5: \uc2a4\ub9c8\ud2b8 \ucea0\ud37c\uc2a4 \uad6c\ucd95\uc774 \uac00\uc18d\ud654\ub418\uba74\uc11c CCTV, \uc2a4\ub9c8\ud2b8 \uc13c\uc11c, HVAC \uc2dc\uc2a4\ud15c \ub4f1 \uc6b4\uc601 \uae30\uc220(OT) \ubc0f \uc0ac\ubb3c \uc778\ud130\ub137(IoT) \uae30\uae30\uc758 \ubcf4\uc548 \uc911\uc694\uc131\uc774 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ubd84\uc57c\uc758 \uc804\ubb38 \ubcf4\uc548 \uc194\ub8e8\uc158 \uc81c\uacf5\uc740 \uc0c8\ub85c\uc6b4 \uc131\uc7a5 \ub3d9\ub825\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<br \/>\n*   \uaddc\uc81c \uc900\uc218 \ucee8\uc124\ud305 \ubc0f \uc11c\ube44\uc2a4: \uac15\ud654\ub418\ub294 \uaddc\uc81c \ud658\uacbd \uc18d\uc5d0\uc11c \uad50\uc721 \uae30\uad00\uc740 \uaddc\uc81c \uc900\uc218\ub97c \uc704\ud55c \uc804\ubb38\uc801\uc778 \ucee8\uc124\ud305 \ubc0f \uad00\ub9ac \uc11c\ube44\uc2a4\uc5d0 \ub300\ud55c \uc218\uc694\uac00 \ub192\uc2b5\ub2c8\ub2e4. \ubcf4\uc548 \ubca4\ub354\ub4e4\uc740 \uc194\ub8e8\uc158 \ud310\ub9e4\ub97c \ub118\uc5b4 \uaddc\uc81c \uc900\uc218 \ucee8\uc124\ud305, \uac10\uc0ac, \uadf8\ub9ac\uace0 \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 \uc11c\ube44\uc2a4\ub97c \uc81c\uacf5\ud568\uc73c\ub85c\uc368 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ud655\ub300\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc8fc\uc694 \uc2dc\uc7a5 \uc138\ubd84\ud654<\/p>\n<p>\uc194\ub8e8\uc158 \uc720\ud615\ubcc4:<\/p>\n<p>*   \ub124\ud2b8\uc6cc\ud06c \ubcf4\uc548: \ubc29\ud654\ubcbd, \uce68\uc785 \ud0d0\uc9c0\/\ubc29\uc9c0 \uc2dc\uc2a4\ud15c(IDS\/IPS), VPN, \uc6f9 \ud544\ud130\ub9c1, DDoS \ubc29\uc5b4 \ub4f1 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \ubcf4\ud638\ud558\ub294 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4.<br \/>\n*   \uc5d4\ub4dc\ud3ec\uc778\ud2b8 \ubcf4\uc548: PC, \ub178\ud2b8\ubd81, \ud0dc\ube14\ub9bf, \uc2a4\ub9c8\ud2b8\ud3f0 \ub4f1 \ucd5c\uc885 \uc0ac\uc6a9\uc790 \uae30\uae30\ub97c \uc545\uc131\ucf54\ub4dc, \ub79c\uc12c\uc6e8\uc5b4, \ud53c\uc2f1 \uacf5\uaca9\uc73c\ub85c\ubd80\ud130 \ubcf4\ud638\ud558\ub294 \uc548\ud2f0\ubc14\uc774\ub7ec\uc2a4, EDR(Endpoint Detection and Response) \uc194\ub8e8\uc158 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<br \/>\n*   \ud074\ub77c\uc6b0\ub4dc \ubcf4\uc548: \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158, \ub370\uc774\ud130, \uc778\ud504\ub77c\ub97c \ubcf4\ud638\ud558\ub294 CASB(Cloud Access Security Broker), CSPM(Cloud Security Posture Management), CWPP(Cloud Workload Protection Platform) \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \ub370\uc774\ud130 \ubcf4\uc548: \ubbfc\uac10\ud55c \uac1c\uc778 \uc815\ubcf4 \ubc0f \uc5f0\uad6c \ub370\uc774\ud130\ub97c \ubcf4\ud638\ud558\uae30 \uc704\ud55c \ub370\uc774\ud130 \uc554\ud638\ud654, \ub370\uc774\ud130 \uc720\ucd9c \ubc29\uc9c0(DLP), \ub370\uc774\ud130 \ub9c8\uc2a4\ud0b9 \uc194\ub8e8\uc158 \ub4f1\uc785\ub2c8\ub2e4.<br \/>\n*   \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubcf4\uc548: \uc6f9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ubc29\ud654\ubcbd(WAF), \ucf54\ub4dc \ubd84\uc11d \ub3c4\uad6c \ub4f1\uc744 \ud1b5\ud574 \uad50\uc721\uc6a9 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \ucde8\uc57d\uc810\uc744 \ubcf4\ud638\ud569\ub2c8\ub2e4.<br \/>\n*   \uc2e0\uc6d0 \ubc0f \uc811\uadfc \uad00\ub9ac(IAM): \uc0ac\uc6a9\uc790 \uc778\uc99d, \uad8c\ud55c \ubd80\uc5ec, \uc2f1\uae00 \uc0ac\uc778\uc628(SSO), \ub2e4\ub2e8\uacc4 \uc778\uc99d(MFA) \ub4f1\uc744 \ud1b5\ud574 \uc801\uc808\ud55c \uc0ac\uc6a9\uc790\ub9cc \ub9ac\uc18c\uc2a4\uc5d0 \uc811\uadfc\ud558\ub3c4\ub85d \uad00\ub9ac\ud569\ub2c8\ub2e4.<br \/>\n*   \ubcf4\uc548 \uc815\ubcf4 \ubc0f \uc774\ubca4\ud2b8 \uad00\ub9ac(SIEM): \ub2e4\uc591\ud55c \ubcf4\uc548 \uc2dc\uc2a4\ud15c\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ub85c\uadf8 \ubc0f \uc774\ubca4\ud2b8\ub97c \uc218\uc9d1, \ubd84\uc11d\ud558\uc5ec \uc2e4\uc2dc\uac04\uc73c\ub85c \uc704\ud611\uc744 \ud0d0\uc9c0\ud558\uace0 \ub300\uc751\ud558\ub294 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4.<br \/>\n*   \uae30\ud0c0: \ubb3c\ub9ac\uc801 \ubcf4\uc548(\ucd9c\uc785 \ud1b5\uc81c, CCTV), OT\/IoT \ubcf4\uc548, \ubcf4\uc548 \uad50\uc721 \ubc0f \ud6c8\ub828 \uc11c\ube44\uc2a4 \ub4f1\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n<p>\ubc30\ud3ec \ubaa8\ub378\ubcc4:<\/p>\n<p>*   \ud074\ub77c\uc6b0\ub4dc \uae30\ubc18: SaaS(Software as a Service) \ud615\ud0dc\ub85c \uc81c\uacf5\ub418\uc5b4 \uc778\ud130\ub137\uc744 \ud1b5\ud574 \uc811\uadfc\ud558\uace0 \uad00\ub9ac\ub418\ub294 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ud655\uc7a5\uc131, \uc720\uc5f0\uc131, \ube44\uc6a9 \ud6a8\uc728\uc131\uc774 \uc7a5\uc810\uc785\ub2c8\ub2e4.<br \/>\n*   \uc628\ud504\ub808\ubbf8\uc2a4: \uad50\uc721 \uae30\uad00\uc758 \uc790\uccb4 \uc11c\ubc84 \ubc0f \uc778\ud504\ub77c\uc5d0 \uc9c1\uc811 \uc124\uce58 \ubc0f \uc6b4\uc601\ub418\ub294 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \ud1b5\uc81c \ubc0f \ub9de\ucda4 \uc124\uc815\uc774 \uc6a9\uc774\ud558\uc9c0\ub9cc, \ucd08\uae30 \ud22c\uc790 \ube44\uc6a9\uacfc \uad00\ub9ac \ubd80\ub2f4\uc774 \ud07d\ub2c8\ub2e4.<br \/>\n*   \ud558\uc774\ube0c\ub9ac\ub4dc: \ud074\ub77c\uc6b0\ub4dc\uc640 \uc628\ud504\ub808\ubbf8\uc2a4 \ubaa8\ub378\uc744 \uacb0\ud569\ud558\uc5ec \uac01 \ubaa8\ub378\uc758 \uc7a5\uc810\uc744 \ud65c\uc6a9\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uc885 \uc0ac\uc6a9\uc790\ubcc4:<\/p>\n<p>*   K-12 (\ucd08\uc911\uace0): \ucd08\ub4f1\ud559\uad50, \uc911\ud559\uad50, \uace0\ub4f1\ud559\uad50\ub97c \ud3ec\ud568\ud558\uba70, \ud559\uc0dd\ub4e4\uc758 \uc548\uc804\ud55c \uc628\ub77c\uc778 \ud559\uc2b5 \ud658\uacbd \uc870\uc131\uacfc \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638\uc5d0 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<br \/>\n*   \uace0\ub4f1 \uad50\uc721 (\ub300\ud559 \ubc0f \uc804\ubb38\ub300\ud559): \ub300\ud559\uad50, \ub300\ud559\uc6d0, \uc804\ubb38\ub300\ud559 \ub4f1\uc744 \ud3ec\ud568\ud558\uba70, \uc5f0\uad6c \ub370\uc774\ud130 \ubcf4\ud638, \ubcf5\uc7a1\ud55c \ub124\ud2b8\uc6cc\ud06c \ud658\uacbd \uad00\ub9ac, \ub2e4\uc591\ud55c \uc0ac\uc6a9\uc790 \uadf8\ub8f9(\ud559\uc0dd, \uad50\uc218, \uc5f0\uad6c\uc6d0)\uc758 \ubcf4\uc548 \uc694\uad6c \uc0ac\ud56d \ucda9\uc871\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<br \/>\n*   \uae30\ud0c0 \uad50\uc721 \uae30\uad00: \uc9c1\uc5c5 \ud6c8\ub828 \uae30\uad00, \ud3c9\uc0dd \uad50\uc721\uc6d0, \uc0ac\uc124 \ud559\uc6d0 \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \uad50\uc721 \uae30\uad00\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc5ed\ubcc4:<\/p>\n<p>*   \ubd81\ubbf8: \ubbf8\uad6d\uacfc \uce90\ub098\ub2e4\ub97c \ud3ec\ud568\ud558\uba70, \uae30\uc220 \ucc44\ud0dd\ub960\uc774 \ub192\uace0 \uaddc\uc81c\uac00 \uc5c4\uaca9\ud558\uc5ec \uac00\uc7a5 \ud070 \uc2dc\uc7a5 \uc810\uc720\uc728\uc744 \ucc28\uc9c0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc720\ub7fd: GDPR \ub4f1 \uac15\ub825\ud55c \ub370\uc774\ud130 \ubcf4\ud638 \uaddc\uc81c\ub85c \uc778\ud574 \ubcf4\uc548 \uc194\ub8e8\uc158 \uc218\uc694\uac00 \ub192\uc73c\uba70, \ub3c5\uc77c, \uc601\uad6d, \ud504\ub791\uc2a4 \ub4f1\uc774 \uc8fc\uc694 \uc2dc\uc7a5\uc785\ub2c8\ub2e4.<br \/>\n*   \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591: \uc911\uad6d, \uc77c\ubcf8, \ud55c\uad6d, \uc778\ub3c4, \ud638\uc8fc \ub4f1\uc744 \ud3ec\ud568\ud558\uba70, \ub514\uc9c0\ud138 \uc804\ud658 \uac00\uc18d\ud654\uc640 \uc0ac\uc774\ubc84 \uc704\ud611 \uc99d\uac00\ub85c \uc778\ud574 \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud558\ub294 \uc2dc\uc7a5 \uc911 \ud558\ub098\uc785\ub2c8\ub2e4.<br \/>\n*   \ub77c\ud2f4 \uc544\uba54\ub9ac\uce74: \ube0c\ub77c\uc9c8, \uba55\uc2dc\ucf54 \ub4f1\uc774 \uc8fc\uc694 \uc2dc\uc7a5\uc774\uba70, \ub514\uc9c0\ud138 \uad50\uc721 \uc778\ud504\ub77c \ud655\ucda9\uacfc \ud568\uaed8 \ubcf4\uc548 \uc218\uc694\uac00 \uc99d\uac00\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<br \/>\n*   \uc911\ub3d9 \ubc0f \uc544\ud504\ub9ac\uce74: UAE, \uc0ac\uc6b0\ub514\uc544\ub77c\ube44\uc544, \ub0a8\uc544\ud504\ub9ac\uce74 \uacf5\ud654\uad6d \ub4f1\uc774 \uc8fc\uc694 \uc2dc\uc7a5\uc774\uba70, \uc2a4\ub9c8\ud2b8 \uad50\uc721 \ud504\ub85c\uc81d\ud2b8\uc640 \uc815\ubd80 \uc8fc\ub3c4 \uc774\ub2c8\uc154\ud2f0\ube0c\ub85c \uc778\ud574 \ub192\uc740 \uc131\uc7a5 \uc7a0\uc7ac\ub825\uc744 \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \uc138\ubd84\ud654\ub97c \ud1b5\ud574 \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5\uc758 \ubcf5\uc7a1\ud55c \uad6c\uc870\uc640 \ub2e4\uc591\ud55c \uc218\uc694\ub97c \uc774\ud574\ud558\uace0, \uac01 \ubd80\ubb38\ubcc4 \ub9de\ucda4\ud615 \uc804\ub7b5\uc744 \uc218\ub9bd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubcf8 \ubcf4\uace0\uc11c\ub294 \uc804 \uc138\uacc4 \uad50\uc721 \ubcf4\uc548 \uc2dc\uc7a5\uc758 \ud604\ud669, \ub3d9\uc778, \uc81c\uc57d \uc694\uc778, \uc131\uc7a5 \uc804\ub9dd \ubc0f \uacbd\uc7c1 \ud658\uacbd\uc744 \ud3ec\uad04\uc801\uc73c\ub85c \ubd84\uc11d\ud569\ub2c8\ub2e4. \uad50\uc721 \uc2dc\uc124 \uc804\ubc18\uc758 \ubcf4\uc548 \uc11c\ube44\uc2a4 \uc218\uc775\uc744 \ucd94\uc801\ud558\uba70, \uc2e4\uc2dc\uac04 \uac10\uc2dc \uc218\uc694 \uc99d\uac00, \ube44\uc6a9 \ud6a8\uc728\uc801\uc778 \ubcf4\uc548 \uc194\ub8e8\uc158 \uc694\uad6c \uc99d\ub300, \uadf8\ub9ac\uace0 \uc0c1\ub2f9\ud55c \uc778\ud504\ub77c \uac1c\ubc1c\uc774 \uc8fc\uc694 \uc2dc\uc7a5 \ub3d9\ub825\uc73c\ub85c \uc791\uc6a9\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5 \uc131\uc7a5\uc744 \uacac\uc778\ud558\ub294 \uc8fc\uc694 \uc694\uc778\uc73c\ub85c\ub294 \ucea0\ud37c\uc2a4 \ub0b4 \uc2e4\uc2dc\uac04 \ube44\ub514\uc624 \ubd84\uc11d \uc218\uc694 \uae09\uc99d, \ud559\uad50 \ud3ed\ub825 \ubc0f \uae30\ubb3c \ud30c\uc190 \uc0ac\uac74 \uc99d\uac00, \uc815\ubd80 \uc548\uc804 \ubcf4\uc870\uae08\uc73c\ub85c \uc778\ud55c \uae30\uc220 \uac31\uc2e0 \uc8fc\uae30 \uac00\uc18d\ud654, \uc2e0\ud765 \uacbd\uc81c\uad6d\uc758 \uc778\ud504\ub77c \ud604\ub300\ud654 \ud504\ub85c\uadf8\ub7a8, \ucd08\uae30 \uc704\ud611 \uc2dd\ubcc4\uc744 \uc704\ud55c AI \uae30\ubc18 \ud589\ub3d9 \uac10\uc9c0 \uae30\uc220 \ub3c4\uc785, \uadf8\ub9ac\uace0 ESG(\ud658\uacbd, \uc0ac\ud68c, \uc9c0\ubc30\uad6c\uc870)\uc640 \uc5f0\uacc4\ub41c \uc548\uc804 KPI\uac00 \uc790\uae08 \uacb0\uc815\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ubc18\uba74, \ub192\uc740 \ucd08\uae30 \uc870\ub2ec \ubc0f \uc218\uba85 \uc8fc\uae30 \ube44\uc6a9, \uc9c0\uc18d\uc801\uc778 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \ub370\uc774\ud130 \ubcf4\ud638 \ubb38\uc81c, \ubb3c\ub9ac\uc801-\uc0ac\uc774\ubc84 \ubcf4\uc548 \uc544\ud0a4\ud14d\ucc98\uc758 \ub2e8\uc808, \uc219\ub828\ub41c \ucea0\ud37c\uc2a4 \ubcf4\uc548 \uc778\ub825 \ubd80\uc871 \ub4f1\uc740 \uc2dc\uc7a5 \uc131\uc7a5\uc744 \uc800\ud574\ud558\ub294 \uc8fc\uc694 \uc81c\uc57d \uc694\uc778\uc73c\ub85c \uc791\uc6a9\ud569\ub2c8\ub2e4. \uac70\uc2dc \uacbd\uc81c\uc801 \uc694\uc778\uc758 \uc601\ud5a5, \uc0b0\uc5c5 \uac00\uce58 \uc0ac\uc2ac \ubd84\uc11d, \uaddc\uc81c \ud658\uacbd \ubc0f \uae30\uc220 \uc804\ub9dd \ub610\ud55c \uc2ec\uce35\uc801\uc73c\ub85c \ub2e4\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n<p>\uc2dc\uc7a5\uc740 \uc11c\ube44\uc2a4(\uacbd\ube44, \uc0ac\uc804 \uace0\uc6a9 \uc2ec\uc0ac, \ubcf4\uc548 \ucee8\uc124\ud305, \uc2dc\uc2a4\ud15c \ud1b5\ud569 \ubc0f \uad00\ub9ac, \uacbd\ubcf4 \ubaa8\ub2c8\ud130\ub9c1 \uc11c\ube44\uc2a4 \ub4f1), \uad6c\uc131 \uc694\uc18c(\ud558\ub4dc\uc6e8\uc5b4, \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uc11c\ube44\uc2a4), \ubcf4\uc548 \uc194\ub8e8\uc158(\uc601\uc0c1 \uac10\uc2dc \uc2dc\uc2a4\ud15c, \uc811\uadfc \uc81c\uc5b4 \uc2dc\uc2a4\ud15c, \ube44\uc0c1 \ud1b5\uc2e0 \uc2dc\uc2a4\ud15c, \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc194\ub8e8\uc158), \ubc30\ud3ec \ubaa8\ub4dc(\uc628\ud504\ub808\ubbf8\uc2a4, \ud074\ub77c\uc6b0\ub4dc, \ud558\uc774\ube0c\ub9ac\ub4dc), \uc2dc\uc124 \uc720\ud615(\ucd08\ub4f1\/\uc911\ub4f1, \uace0\ub4f1 \uad50\uc721 \uc2dc\uc124 \ub4f1), \uadf8\ub9ac\uace0 \uc9c0\uc5ed(\ubd81\ubbf8, \ub0a8\ubbf8, \uc720\ub7fd, \uc544\uc2dc\uc544 \ud0dc\ud3c9\uc591, \uc911\ub3d9, \uc544\ud504\ub9ac\uce74)\ubcc4\ub85c \uc138\ubd84\ud654\ub418\uc5b4 \uac00\uce58(USD) \uae30\uc900\uc73c\ub85c \uc2dc\uc7a5 \uaddc\ubaa8 \ubc0f \uc131\uc7a5 \uc608\uce21\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n<p>\ud2b9\ud788, \ud559\uad50\uc758 \ubcf4\uc548 \uae30\uc220 \uc9c0\ucd9c \uc99d\uac00\ub294 \ud3ed\ub825 \uc99d\uac00, 156%\uc5d0 \ub2ec\ud558\ub294 \uc0ac\uc774\ubc84 \uacf5\uaca9 \uae09\uc99d, \uadf8\ub9ac\uace0 \uc0c1\ub2f9\ud55c \uc5f0\ubc29 \ubcf4\uc870\uae08\uc5d0 \uae30\uc778\ud569\ub2c8\ub2e4. \uc0ac\uc774\ubc84 \ubcf4\uc548 \uc194\ub8e8\uc158 \ubd80\ubb38\uc740 \uc5ec\ub7ec \ub370\uc774\ud130 \uc720\ucd9c \uc0ac\uac74\uc73c\ub85c 230\ub9cc \uba85\uc758 \ud559\uc0dd \uae30\ub85d\uc774 \ub178\ucd9c\ub41c \ud6c4 \uae30\uad00\ub4e4\uc774 \ubc29\uc5b4\ub825\uc744 \uac15\ud654\ud568\uc5d0 \ub530\ub77c \uc5f0\ud3c9\uade0 13.55%\ub85c \uac00\uc7a5 \ube60\ub974\uac8c \uc131\uc7a5\ud560 \uac83\uc73c\ub85c \uc608\uc0c1\ub429\ub2c8\ub2e4. \ud074\ub77c\uc6b0\ub4dc \ubc30\ud3ec\ub294 \ud655\uc7a5\uc131\uacfc \ub0ae\uc740 \ucd08\uae30 \ube44\uc6a9\uc744 \ucd94\uad6c\ud558\ub294 \uad50\uc721 \uae30\uad00\uc758 \uc218\uc694\uc5d0 \ud798\uc785\uc5b4 \ud604\uc7ac \uc804\uccb4 \uc124\uce58\uc758 42.38%\ub97c \ucc28\uc9c0\ud558\uba70 \uc5f0\ud3c9\uade0 13.12%\uc758 \uc131\uc7a5\ub960\uc744 \ubcf4\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc9c0\uc5ed\ubcc4\ub85c\ub294 \ubd81\ubbf8\uac00 14\uc5b5 \ub2ec\ub7ec \uaddc\ubaa8\uc758 \uc804\uc6a9 \ubcf4\uc870\uae08\uacfc \uc5c4\uaca9\ud55c \uaddc\uc81c \uc758\ubb34 \ub355\ubd84\uc5d0 36.85%\uc758 \ub9e4\ucd9c \uc810\uc720\uc728\ub85c \uad50\uc721 \ubcf4\uc548 \uc194\ub8e8\uc158 \uc218\uc694\ub97c \uc120\ub3c4\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. FERPA, GDPR \ubc0f 23\uac1c \uc2e0\uaddc \uc8fc\ubc95\uacfc \uac19\uc740 \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \uaddc\uc815\uc740 \ud504\ub77c\uc774\ubc84\uc2dc-\ubc14\uc774-\ub514\uc790\uc778(privacy-by-design) \uae30\ub2a5\uc744 \uc694\uad6c\ud558\uba70, \uc628\ub514\ubc14\uc774\uc2a4 \ubd84\uc11d, \ub370\uc774\ud130 \ub9c8\uc2a4\ud0b9, \uad6c\uc131 \uac00\ub2a5\ud55c \ubcf4\uc874 \uc815\ucc45\uc744 \uc81c\uacf5\ud558\ub294 \uc194\ub8e8\uc158 \uac1c\ubc1c\uc744 \ucd09\uc9c4\ud569\ub2c8\ub2e4. AI \uae30\ubc18 \ud589\ub3d9 \uac10\uc9c0\ub294 \uc704\ud611 \uc2dd\ubcc4 \uc2dc\uac04\uc744 \uba87 \ucd08\ub85c \ub2e8\ucd95\ud558\uace0, \uc0ac\uac74 \ub300\uc751 \uc2dc\uac04\uc744 67% \uac10\uc18c\uc2dc\ud0a4\uba70, ESG \uc5f0\uacc4 \uc790\uae08 \uc9c0\uc6d0\uacfc \uad00\ub828\ub41c \uc608\uce21 \uc548\uc804 KPI\ub97c \uc9c0\uc6d0\ud558\uc5ec \uadf8 \uc911\uc694\uc131\uc774 \ub354\uc6b1 \ucee4\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacbd\uc7c1 \ud658\uacbd \ubd84\uc11d\uc5d0\uc11c\ub294 \uc2dc\uc7a5 \uc9d1\uc911\ub3c4, \uc8fc\uc694 \uae30\uc5c5\ub4e4\uc758 \uc804\ub7b5\uc801 \uc6c0\uc9c1\uc784, \uc2dc\uc7a5 \uc810\uc720\uc728 \ubc0f Cisco Systems, Honeywell International, Motorola Solutions, Securitas AB, Axis Communications, Genetec, Verkada, Hangzhou Hikvision Digital Technology, Johnson Controls International, Robert Bosch GmbH, ADT, Allied Universal Topco, Prosegur Compania de Seguridad S.A., Hanwha Vision Co., Ltd., Zhejiang Dahua Technology Co. 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