{"id":27472,"date":"2025-05-08T16:17:13","date_gmt":"2025-05-08T09:17:13","guid":{"rendered":"https:\/\/hitek.com.vn\/?p=27472"},"modified":"2025-05-08T16:17:13","modified_gmt":"2025-05-08T09:17:13","slug":"ai-security","status":"publish","type":"post","link":"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/","title":{"rendered":"AI \ubcf4\uc548\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?"},"content":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc774 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uba74\uc11c \uc6b0\ub9ac \uc0b6\uc758 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0 \uc2a4\uba70\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735, \uc758\ub8cc, \uc81c\uc870, \uad50\uc721 \ub4f1 \uac70\uc758 \ubaa8\ub4e0 \uc0b0\uc5c5\uc5d0\uc11c AI\uc758 \uc601\ud5a5\ub825\uc744 \ub290\ub084 \uc218 \uc788\uc8e0. \ud558\uc9c0\ub9cc \uae30\uc220\uc774 \uc9c4\ud654\ud560\uc218\ub85d \uc0c8\ub85c\uc6b4 \uc704\ud611\ub3c4 \ud568\uaed8 \ub4f1\uc7a5\ud569\ub2c8\ub2e4. <strong>AI \ubcf4\uc548<\/strong>\uc740 \ubc14\ub85c \uc774\ub7f0 \uc704\ud611\uc73c\ub85c\ubd80\ud130 \uc2dc\uc2a4\ud15c\uacfc \ub370\uc774\ud130\ub97c \ubcf4\ud638\ud558\ub294 \ud575\uc2ec \ubd84\uc57c\uc785\ub2c8\ub2e4.<\/p>\n<p>\uadf8\ub807\ub2e4\uba74 AI \ubcf4\uc548\uc740 \uc815\ud655\ud788 \ubb34\uc5c7\uc774\uace0, \uc65c \uc911\uc694\ud55c \uac78\uae4c\uc694? \uc774 \uae00\uc5d0\uc11c\ub294 AI \ubcf4\uc548\uc758 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc8fc\uc694 \uc704\ud611, \uadf8\ub9ac\uace0 \ubcf4\uc548 \uac15\ud654\ub97c \uc704\ud55c \uc2e4\uc6a9\uc801\uc778 \uc804\ub7b5\uae4c\uc9c0 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<hr \/>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\ubaa9\ucc28 \ud1a0\uae00\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#AI_%EB%B3%B4%EC%95%88%EC%9D%98_%EC%A0%95%EC%9D%98_%EC%99%9C_%ED%95%84%EC%9A%94%ED%95%9C%EA%B0%80\" >AI \ubcf4\uc548\uc758 \uc815\uc758: \uc65c \ud544\uc694\ud55c\uac00?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#AI_%EB%B3%B4%EC%95%88%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%9C%84%ED%98%91_3%EA%B0%80%EC%A7%80\" >AI \ubcf4\uc548\uc758 \uc8fc\uc694 \uc704\ud611 3\uac00\uc9c0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#1_%EC%A0%81%EB%8C%80%EC%A0%81_%EA%B3%B5%EA%B2%A9_Adversarial_Attacks\" >1. \uc801\ub300\uc801 \uacf5\uaca9 (Adversarial Attacks)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#2_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A4%91%EB%8F%85_Data_Poisoning\" >2. \ub370\uc774\ud130 \uc911\ub3c5 (Data Poisoning)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#3_%EB%AA%A8%EB%8D%B8_%ED%83%88%EC%B7%A8_Model_Stealing\" >3. \ubaa8\ub378 \ud0c8\ucde8 (Model Stealing)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#AI_%EB%B3%B4%EC%95%88%EC%9D%84_%EA%B0%95%ED%99%94%ED%95%98%EB%8A%94_4%EA%B0%80%EC%A7%80_%EB%B0%A9%EB%B2%95\" >AI \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 4\uac00\uc9c0 \ubc29\ubc95<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#1_%EA%B0%95%ED%99%94%EB%90%9C_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EA%B2%80%EC%A6%9D\" >1. \uac15\ud654\ub41c \ub370\uc774\ud130 \uac80\uc99d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#2_%EC%A0%81%EB%8C%80%EC%A0%81_%ED%95%99%EC%8A%B5_Adversarial_Training\" >2. \uc801\ub300\uc801 \ud559\uc2b5 (Adversarial Training)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#3_%EB%AA%A8%EB%8D%B8_%EC%95%94%ED%98%B8%ED%99%94_%EB%B0%8F_%EC%A0%91%EA%B7%BC_%EC%A0%9C%EC%96%B4\" >3. \ubaa8\ub378 \uc554\ud638\ud654 \ubc0f \uc811\uadfc \uc81c\uc5b4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#4_%EC%A7%80%EC%86%8D%EC%A0%81%EC%9D%B8_%EB%AA%A8%EB%8B%88%ED%84%B0%EB%A7%81_%ED%8C%A8%EC%B9%98\" >4. \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 &amp; \ud328\uce58<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#%EB%AF%B8%EB%9E%98%EC%9D%98_AI_%EB%B3%B4%EC%95%88_%EC%96%B4%EB%96%A4_%EB%B3%80%ED%99%94%EA%B0%80_%EC%98%88%EC%83%81%EB%90%98%EB%82%98\" >\ubbf8\ub798\uc758 AI \ubcf4\uc548: \uc5b4\ub5a4 \ubcc0\ud654\uac00 \uc608\uc0c1\ub418\ub098?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/hitek.com.vn\/ko\/blog-ko\/ai-security\/#%EA%B2%B0%EB%A1%A0_AI_%EB%B3%B4%EC%95%88%EC%9D%80_%EC%84%A0%ED%83%9D%EC%9D%B4_%EC%95%84%EB%8B%8C_%ED%95%84%EC%88%98\" >\uacb0\ub860: AI \ubcf4\uc548\uc740 \uc120\ud0dd\uc774 \uc544\ub2cc \ud544\uc218<\/a><\/li><\/ul><\/nav><\/div>\n<h2 id=\"-ai-\"><span class=\"ez-toc-section\" id=\"AI_%EB%B3%B4%EC%95%88%EC%9D%98_%EC%A0%95%EC%9D%98_%EC%99%9C_%ED%95%84%EC%9A%94%ED%95%9C%EA%B0%80\"><\/span><strong>AI \ubcf4\uc548\uc758 \uc815\uc758: \uc65c \ud544\uc694\ud55c\uac00?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI \ubcf4\uc548\uc740 <strong>\uc778\uacf5\uc9c0\ub2a5 \uc2dc\uc2a4\ud15c\uc758 \uc548\uc804\uc131, \ubb34\uacb0\uc131, \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ubcf4\ud638\ud558\ub294 \ubaa8\ub4e0 \ud65c\ub3d9<\/strong>\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. AI \ubaa8\ub378\uc774 \uc545\uc758\uc801\uc778 \uacf5\uaca9\uc744 \ubc1b\uac70\ub098 \uc624\uc6a9\ub418\ub294 \uac83\uc744 \ubc29\uc9c0\ud558\uace0, \ub370\uc774\ud130 \uc720\ucd9c\uc774\ub098 \ud3b8\ud5a5\ub41c \uc758\uc0ac\uacb0\uc815 \ub4f1\uc758 \uc704\ud5d8\uc744 \ucd5c\uc18c\ud654\ud558\ub294 \uac83\uc774 \ubaa9\ud45c\uc785\ub2c8\ub2e4.<\/p>\n<p>\ucd5c\uadfc <a href=\"https:\/\/openai.com\" target=\"_blank\" rel=\"noopener\">OpenAI\uc758 ChatGPT<\/a>\ub098 <a href=\"https:\/\/deepmind.google\/\" target=\"_blank\" rel=\"noopener\">Google\uc758 Gemini<\/a> \uac19\uc740 \ub300\ud654\ud615 AI\uac00 \ub110\ub9ac \ubcf4\uae09\ub418\uba74\uc11c, \ud574\ud0b9, \ub370\uc774\ud130 \uc870\uc791, \uc2e0\ub8b0\uc131 \ubb38\uc81c \ub4f1\uc774 \ubd80\uac01\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, AI \ubaa8\ub378\uc5d0 \uc798\ubabb\ub41c \uc815\ubcf4\ub97c \uc8fc\uc785\ud574 \ud3b8\ud5a5\ub41c \ub2f5\ubcc0\uc744 \uc720\ub3c4\ud558\uac70\ub098(<a href=\"https:\/\/arxiv.org\/abs\/1312.6199\" target=\"_blank\" rel=\"noopener\">\uc801\ub300\uc801 \uacf5\uaca9<\/a>), \uac1c\uc778\uc815\ubcf4\uac00 \uc720\ucd9c\ub418\ub294 \uc0ac\ub840\uac00 \ubc1c\uc0dd\ud558\uace0 \uc788\uc8e0.<\/p>\n<blockquote><p><strong>&#8220;AI\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc774\uc9c0\ub9cc, \uc798\ubabb \uc0ac\uc6a9\ub418\uba74 \uce58\uba85\uc801\uc778 \uc704\ud5d8\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&#8221;<\/strong><\/p><\/blockquote>\n<hr \/>\n<h2 id=\"-ai-3-\"><span class=\"ez-toc-section\" id=\"AI_%EB%B3%B4%EC%95%88%EC%9D%98_%EC%A3%BC%EC%9A%94_%EC%9C%84%ED%98%91_3%EA%B0%80%EC%A7%80\"><\/span><strong>AI \ubcf4\uc548\uc758 \uc8fc\uc694 \uc704\ud611 3\uac00\uc9c0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI \uc2dc\uc2a4\ud15c\uc744 \ub178\ub9ac\ub294 \uacf5\uaca9 \uae30\ubc95\uc740 \uc810\uc810 \uc815\uad50\ud574\uc9c0\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ud754\ud55c \uc704\ud611 \uc720\ud615\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 id=\"-1-adversarial-attacks-\"><span class=\"ez-toc-section\" id=\"1_%EC%A0%81%EB%8C%80%EC%A0%81_%EA%B3%B5%EA%B2%A9_Adversarial_Attacks\"><\/span><strong>1. \uc801\ub300\uc801 \uacf5\uaca9 (Adversarial Attacks)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \ubaa8\ub378\uc758 \ucde8\uc57d\uc810\uc744 \ub178\ub824 <strong>\uc758\ub3c4\uc801\uc73c\ub85c \uc798\ubabb\ub41c \uc785\ub825\uac12\uc744 \uc81c\uacf5<\/strong>\ud574 \uc624\uc791\ub3d9\uc744 \uc720\ub3c4\ud558\ub294 \uacf5\uaca9\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc790\uc728\uc8fc\ud589\ucc28\uc758 \uac1d\uccb4 \uc778\uc2dd \uc2dc\uc2a4\ud15c\uc5d0 \ubbf8\uc138\ud55c \ub178\uc774\uc988\ub97c \ucd94\uac00\ud574 \uc2e0\ud638\ub4f1\uc744 \uc624\uc778\uc2dd\ud558\uac8c \ub9cc\ub4e4\uac70\ub098, \uc2a4\ud338 \ud544\ud130\ub97c \uc18d\uc5ec \uc545\uc131 \uba54\uc77c\uc744 \uc815\uc0c1\uc73c\ub85c \ud310\ub2e8\ud558\ub3c4\ub85d \uc870\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 id=\"-2-data-poisoning-\"><span class=\"ez-toc-section\" id=\"2_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EC%A4%91%EB%8F%85_Data_Poisoning\"><\/span><strong>2. \ub370\uc774\ud130 \uc911\ub3c5 (Data Poisoning)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \ubaa8\ub378\uc758 \ud559\uc2b5 \ub370\uc774\ud130\uc5d0 <strong>\uc545\uc758\uc801\uc778 \uc815\ubcf4\ub97c \uc11e\uc5b4 \ud3b8\ud5a5\ub41c \uacb0\uacfc\ub97c \ub0b4\ub3c4\ub85d \uc870\uc791<\/strong>\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uae08\uc735 \uc0ac\uae30 \ud0d0\uc9c0 AI\uac00 \uc815\uc0c1 \uac70\ub798\ub97c \uc0ac\uae30\ub85c \uc624\ud310\ud558\ub3c4\ub85d \ud559\uc2b5 \ub370\uc774\ud130\ub97c \uc870\uc791\ud558\uba74, \uae30\uc5c5\uc5d0 \ud070 \ud53c\ud574\ub97c \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 id=\"-3-model-stealing-\"><span class=\"ez-toc-section\" id=\"3_%EB%AA%A8%EB%8D%B8_%ED%83%88%EC%B7%A8_Model_Stealing\"><\/span><strong>3. \ubaa8\ub378 \ud0c8\ucde8 (Model Stealing)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \ubaa8\ub378\uc758 \uad6c\uc870\ub098 \ud559\uc2b5 \ub370\uc774\ud130\ub97c <strong>\ubcf5\uc81c\ud558\uac70\ub098 \uc5ed\uacf5\ud559\uc73c\ub85c \ucd94\ucd9c<\/strong>\ud558\ub294 \uacf5\uaca9\uc785\ub2c8\ub2e4. \uae30\uc5c5\uc758 \ub3c5\uc810 AI \uae30\uc220\uc774 \uc720\ucd9c\ub418\uac70\ub098, \ud574\ucee4\uac00 \ubaa8\ub378\uc744 \uc545\uc6a9\ud574 \ud53c\uc2f1 \uba54\uc77c\uc744 \ub354 \uc815\uad50\ud558\uac8c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>\uc704\ud611 \uc720\ud615<\/strong><\/th>\n<th><strong>\uacf5\uaca9 \ubc29\ubc95<\/strong><\/th>\n<th><strong>\uc7a0\uc7ac\uc801 \ud53c\ud574<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\uc801\ub300\uc801 \uacf5\uaca9<\/td>\n<td>\uc785\ub825 \ub370\uc774\ud130 \uc870\uc791<\/td>\n<td>\uc624\uc791\ub3d9, \uc798\ubabb\ub41c \uc758\uc0ac\uacb0\uc815<\/td>\n<\/tr>\n<tr>\n<td>\ub370\uc774\ud130 \uc911\ub3c5<\/td>\n<td>\ud559\uc2b5 \ub370\uc774\ud130 \uc624\uc5fc<\/td>\n<td>\ud3b8\ud5a5\ub41c AI \uacb0\uacfc, \uc2e0\ub8b0\uc131 \uc800\ud558<\/td>\n<\/tr>\n<tr>\n<td>\ubaa8\ub378 \ud0c8\ucde8<\/td>\n<td>\ubaa8\ub378 \uad6c\uc870 \ubcf5\uc81c<\/td>\n<td>\uc9c0\uc801\uc7ac\uc0b0\uad8c \uce68\ud574, \uc545\uc131 \ud65c\uc6a9<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2 id=\"-ai-4-\"><span class=\"ez-toc-section\" id=\"AI_%EB%B3%B4%EC%95%88%EC%9D%84_%EA%B0%95%ED%99%94%ED%95%98%EB%8A%94_4%EA%B0%80%EC%A7%80_%EB%B0%A9%EB%B2%95\"><\/span><strong>AI \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 4\uac00\uc9c0 \ubc29\ubc95<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI\uc758 \uc704\ud611\uc744 \ubc29\uc5b4\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc0ac\uc804 \uc608\ubc29\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud6a8\uacfc\uc801\uc778 \ubcf4\uc548 \uc804\ub7b5\uc744 \uc54c\uc544\ubcf4\uc8e0.<\/p>\n<h3 id=\"-1-\"><span class=\"ez-toc-section\" id=\"1_%EA%B0%95%ED%99%94%EB%90%9C_%EB%8D%B0%EC%9D%B4%ED%84%B0_%EA%B2%80%EC%A6%9D\"><\/span><strong>1. \uac15\ud654\ub41c \ub370\uc774\ud130 \uac80\uc99d<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \ubaa8\ub378\uc5d0 \uc785\ub825\ub418\ub294 \ub370\uc774\ud130\uc758 \ubb34\uacb0\uc131\uc744 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. <a href=\"https:\/\/azure.microsoft.com\/\" target=\"_blank\" rel=\"noopener\">Microsoft\uc758 Azure AI<\/a>\ub294 \ud559\uc2b5 \ub370\uc774\ud130\uc758 \uc2e0\ub8b0\uc131\uc744 \uac80\uc99d\ud558\ub294 \ub3c4\uad6c\ub97c \uc81c\uacf5\ud558\uba70, \uc815\uae30\uc801\uc778 \uac10\uc0ac\ub97c \ud1b5\ud574 \uc545\uc131 \ub370\uc774\ud130\ub97c \uac78\ub7ec\ub0c5\ub2c8\ub2e4.<\/p>\n<h3 id=\"-2-adversarial-training-\"><span class=\"ez-toc-section\" id=\"2_%EC%A0%81%EB%8C%80%EC%A0%81_%ED%95%99%EC%8A%B5_Adversarial_Training\"><\/span><strong>2. \uc801\ub300\uc801 \ud559\uc2b5 (Adversarial Training)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \ubaa8\ub378\uc744 \ud6c8\ub828\ud560 \ub54c <strong>\uc758\ub3c4\uc801\uc73c\ub85c \uacf5\uaca9 \uc0ac\ub840\ub97c \ud3ec\ud568<\/strong>\ud574 \ubc29\uc5b4 \ub2a5\ub825\uc744 \ud0a4\uc6b0\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\uba74 \uc2e4\uc81c \uacf5\uaca9\uc5d0 \ub354 \uac15\uc778\ud55c \ubaa8\ub378\uc744 \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3 id=\"-3-\"><span class=\"ez-toc-section\" id=\"3_%EB%AA%A8%EB%8D%B8_%EC%95%94%ED%98%B8%ED%99%94_%EB%B0%8F_%EC%A0%91%EA%B7%BC_%EC%A0%9C%EC%96%B4\"><\/span><strong>3. \ubaa8\ub378 \uc554\ud638\ud654 \ubc0f \uc811\uadfc \uc81c\uc5b4<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \ubaa8\ub378\uc758 \uac00\uc911\uce58\uc640 \uad6c\uc870\ub97c \uc554\ud638\ud654\ud558\uace0, \uad8c\ud55c\uc774 \uc5c6\ub294 \uc811\uadfc\uc744 \ucc28\ub2e8\ud574\uc57c \ud569\ub2c8\ub2e4. <a href=\"https:\/\/www.ibm.com\/watson\" target=\"_blank\" rel=\"noopener\">IBM\uc758 Watson<\/a>\uc740 \ubaa8\ub378 \ubc30\ud3ec \uc2dc \ubcf4\uc548 \ud504\ub85c\ud1a0\ucf5c\uc744 \uc801\uc6a9\ud574 \ubb34\ub2e8 \uc0ac\uc6a9\uc744 \ubc29\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<h3 id=\"-4-\"><span class=\"ez-toc-section\" id=\"4_%EC%A7%80%EC%86%8D%EC%A0%81%EC%9D%B8_%EB%AA%A8%EB%8B%88%ED%84%B0%EB%A7%81_%ED%8C%A8%EC%B9%98\"><\/span><strong>4. \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1 &amp; \ud328\uce58<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI \uc2dc\uc2a4\ud15c\uc740 \uc9c0\uc18d\uc801\uc73c\ub85c \uc5c5\ub370\uc774\ud2b8\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \ucde8\uc57d\uc810\uc774 \ubc1c\uacac\ub420 \ub54c\ub9c8\ub2e4 \uc2e0\uc18d\ud558\uac8c \ub300\uc751\ud558\ub294 \uac83\uc774 \ud575\uc2ec\uc785\ub2c8\ub2e4.<\/p>\n<hr \/>\n<h2 id=\"-ai-\"><span class=\"ez-toc-section\" id=\"%EB%AF%B8%EB%9E%98%EC%9D%98_AI_%EB%B3%B4%EC%95%88_%EC%96%B4%EB%96%A4_%EB%B3%80%ED%99%94%EA%B0%80_%EC%98%88%EC%83%81%EB%90%98%EB%82%98\"><\/span><strong>\ubbf8\ub798\uc758 AI \ubcf4\uc548: \uc5b4\ub5a4 \ubcc0\ud654\uac00 \uc608\uc0c1\ub418\ub098?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI \uae30\uc220\uc774 \ubc1c\uc804\ud568\uc5d0 \ub530\ub77c \ubcf4\uc548 \uc704\ud611\ub3c4 \uc9c4\ud654\ud560 \uac83\uc785\ub2c8\ub2e4. \ud2b9\ud788 <strong>\uc591\uc790 \ucef4\ud4e8\ud305<\/strong>\uc758 \ub4f1\uc7a5\uc73c\ub85c \uae30\uc874 \uc554\ud638\ud654 \uae30\uc220\uc774 \ubb34\ub825\ud654\ub420 \uac00\ub2a5\uc131\uc774 \uc788\uace0, <strong>\ub525\ud398\uc774\ud06c(Deepfake)<\/strong> \uae30\uc220\uc758 \ub0a8\uc6a9\uc73c\ub85c \uc778\ud55c \uc0ac\ud68c\uc801 \ud63c\ub780\ub3c4 \uc6b0\ub824\ub429\ub2c8\ub2e4.<\/p>\n<p>\ud558\uc9c0\ub9cc <strong>\ucc28\uc138\ub300 AI \ubcf4\uc548 \uae30\uc220<\/strong>\ub3c4 \ud568\uaed8 \ubc1c\uc804\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/ai.googleblog.com\/2017\/04\/federated-learning-collaborative.html\" target=\"_blank\" rel=\"noopener\">\uad6c\uae00\uc758 Federated Learning<\/a>\uc740 \ub370\uc774\ud130\ub97c \uc911\uc559\uc5d0 \ubaa8\uc73c\uc9c0 \uc54a\uace0\ub3c4 AI\ub97c \ud559\uc2b5\uc2dc\ucf1c \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ubcf4\ud638\ud569\ub2c8\ub2e4. \ub610\ud55c, <strong>Explainable AI(XAI)<\/strong>\ub294 AI\uc758 \uacb0\uc815 \uacfc\uc815\uc744 \ud22c\uba85\ud558\uac8c \ub9cc\ub4e4\uc5b4 \ud3b8\ud5a5\uc744 \uc904\uc774\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<hr \/>\n<h2 id=\"-ai-\"><span class=\"ez-toc-section\" id=\"%EA%B2%B0%EB%A1%A0_AI_%EB%B3%B4%EC%95%88%EC%9D%80_%EC%84%A0%ED%83%9D%EC%9D%B4_%EC%95%84%EB%8B%8C_%ED%95%84%EC%88%98\"><\/span><strong>\uacb0\ub860: AI \ubcf4\uc548\uc740 \uc120\ud0dd\uc774 \uc544\ub2cc \ud544\uc218<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI\uac00 \uc6b0\ub9ac \uc0dd\ud65c\uc758 \uc911\uc2ec\uc774 \ub420\uc218\ub85d, \uadf8 \uc548\uc804\uc131\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc740 \ub354 \uc911\uc694\ud574\uc9c8 \uac83\uc785\ub2c8\ub2e4. \uae30\uc5c5\uacfc \uac1c\uc778 \ubaa8\ub450 AI \ubcf4\uc548\uc758 \uc704\ud5d8\uc744 \uc778\uc9c0\ud558\uace0, \uc801\uc808\ud55c \ub300\ube44\ub97c \ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<blockquote><p><strong>&#8220;AI\uc758 \uc9c4\uc815\ud55c \ud798\uc740 \uc548\uc804\ud558\uac8c \uc0ac\uc6a9\ub420 \ub54c \ubc1c\ud718\ub429\ub2c8\ub2e4.&#8221;<\/strong><\/p><\/blockquote>\n<p>AI \ubcf4\uc548\uc5d0 \uad00\uc2ec\uc774 \uc788\ub2e4\uba74, <a href=\"https:\/\/www.kisa.or.kr\/\" target=\"_blank\" rel=\"noopener\">\ud55c\uad6d\uc778\ud130\ub137\uc9c4\ud765\uc6d0(KISA)\uc758 AI \ubcf4\uc548 \uac00\uc774\ub4dc<\/a>\ub97c \ucc38\uace0\ud558\uac70\ub098 \ucd5c\uc2e0 \uc5f0\uad6c \ub3d9\ud5a5\uc744 \uc8fc\uc2dc\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uae30\uc220\uc774 \ube60\ub974\uac8c \ubcc0\ud558\ub294 \ub9cc\ud07c, \uc9c0\uc18d\uc801\uc778 \ud559\uc2b5\uc774 \uac00\uc7a5 \uac15\ub825\ud55c \ubc29\uc5b4 \uc218\ub2e8\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p><strong>\u270d\ufe0f \ub2f9\uc2e0\uc758 \uc0dd\uac01\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/strong><\/p>\n<ul>\n<li>AI \ubcf4\uc548\uc5d0\uc11c \uac00\uc7a5 \uc6b0\ub824\ub418\ub294 \ubd80\ubd84\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/li>\n<li>\uae30\uc5c5\uc774\ub098 \uc815\ubd80\ub294 \uc5b4\ub5a4 \uc870\uce58\ub97c \ucde8\ud574\uc57c \ud560\uae4c\uc694?<\/li>\n<\/ul>\n<p>\ub313\uae00\ub85c \uc758\uacac\uc744 \uacf5\uc720\ud574 \uc8fc\uc138\uc694!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc778\uacf5\uc9c0\ub2a5(AI) \uae30\uc220\uc774 \ube60\ub974\uac8c \ubc1c\uc804\ud558\uba74\uc11c \uc6b0\ub9ac \uc0b6\uc758 \ub2e4\uc591\ud55c \uc601\uc5ed\uc5d0 \uc2a4\uba70\ub4e4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uae08\uc735, \uc758\ub8cc, \uc81c\uc870, \uad50\uc721 \ub4f1 \uac70\uc758 \ubaa8\ub4e0 \uc0b0\uc5c5\uc5d0\uc11c AI\uc758 \uc601\ud5a5\ub825\uc744 \ub290\ub084 \uc218 \uc788\uc8e0. \ud558\uc9c0\ub9cc \uae30\uc220\uc774 \uc9c4\ud654\ud560\uc218\ub85d \uc0c8\ub85c\uc6b4 \uc704\ud611\ub3c4 \ud568\uaed8 \ub4f1\uc7a5\ud569\ub2c8\ub2e4. AI \ubcf4\uc548\uc740 \ubc14\ub85c \uc774\ub7f0 \uc704\ud611\uc73c\ub85c\ubd80\ud130 \uc2dc\uc2a4\ud15c\uacfc \ub370\uc774\ud130\ub97c \ubcf4\ud638\ud558\ub294 \ud575\uc2ec \ubd84\uc57c\uc785\ub2c8\ub2e4. \uadf8\ub807\ub2e4\uba74 AI \ubcf4\uc548\uc740 \uc815\ud655\ud788 \ubb34\uc5c7\uc774\uace0, \uc65c \uc911\uc694\ud55c \uac78\uae4c\uc694? \uc774 \uae00\uc5d0\uc11c\ub294 AI \ubcf4\uc548\uc758 \uae30\ubcf8 \uac1c\ub150\ubd80\ud130 \uc8fc\uc694 [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":27473,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[70],"tags":[],"class_list":["post-27472","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-ko"],"_links":{"self":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts\/27472","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/comments?post=27472"}],"version-history":[{"count":1,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts\/27472\/revisions"}],"predecessor-version":[{"id":27477,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/posts\/27472\/revisions\/27477"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/media\/27473"}],"wp:attachment":[{"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/media?parent=27472"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/categories?post=27472"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hitek.com.vn\/ko\/wp-json\/wp\/v2\/tags?post=27472"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}