{"id":7274,"date":"2026-01-25T12:06:05","date_gmt":"2026-01-25T03:06:05","guid":{"rendered":"https:\/\/readtrends.com\/ko\/ai-mobile-ad-fraud\/"},"modified":"2026-01-25T12:06:05","modified_gmt":"2026-01-25T03:06:05","slug":"ai-mobile-ad-fraud","status":"publish","type":"post","link":"https:\/\/readtrends.com\/ko\/ai-mobile-ad-fraud\/","title":{"rendered":"\uc778\uacf5\uc9c0\ub2a5 \uc545\uc6a9 \uacbd\uace0: \uc2a4\ub9c8\ud2b8\ud3f0\uc774 \uc790\ub3d9 \uad11\uace0 \ud074\ub9ad \ub3c4\uad6c\ub85c \uc774\uc6a9\ub41c\ub2e4"},"content":{"rendered":"<article>\n<p><strong>\ud575\uc2ec \uc694\uc57d<\/strong><\/p>\n<p>\ucd5c\uadfc \ubcf4\uc548 \ub9ac\ud3ec\ud2b8\ub294 \uc77c\ubd80 \uc548\ub4dc\ub85c\uc774\ub4dc \uac8c\uc784 \uc571\uc744 \ud1b5\ud574 \ubc30\ud3ec\ub418\ub294 \uc545\uc131\ucf54\ub4dc\uac00 \uc778\uacf5\uc9c0\ub2a5(ML) \uae30\uc220\uc744 \ud65c\uc6a9\ud574 \uc0ac\uc6a9\uc790 \ubaa8\ub974\uac8c \uad11\uace0\ub97c \uc790\ub3d9\uc73c\ub85c \ub85c\ub4dc\u00b7\ud074\ub9ad\u00b7\ub178\ucd9c\ud55c\ub2e4\uace0 \ubd84\uc11d\ud588\ub2e4. \uc774 \uc545\uc131\ucf54\ub4dc\ub294 TensorFlow.js \ub4f1 \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c \ud654\uba74\uc744 \ubd84\uc11d\ud574 \uad11\uace0 \uc694\uc18c\uc640 \uc0c1\ud638\uc791\uc6a9\uc744 \uc218\ud589\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \ub3d9\uc791\ud55c\ub2e4. \uc8fc\ub85c \ube44\uacf5\uc2dd \uc571 \uc800\uc7a5\uc18c, \uc11c\ub4dc\ud30c\ud2f0 APK \ubc30\ud3ec \uc0ac\uc774\ud2b8\uc640 \ubcc0\uc870\ub41c \uc778\uae30 \uc571\uc744 \ud1b5\ud574 \uc720\ud3ec\ub418\uba70, \ubcf4\uc548 \uc804\ubb38\uac00\ub4e4\uc740 \uacf5\uc2dd \uc2a4\ud1a0\uc5b4 \uc774\uc6a9\uacfc \ucd9c\ucc98 \ubd88\uba85 APK \uc124\uce58 \uae08\uc9c0\ub97c \uad8c\uace0\ud558\uace0 \uc788\ub2e4.<\/p>\n<h2>\ud575\uc2ec \uc0ac\uc2e4<\/h2>\n<ul>\n<li>\ub300\uc0c1 \ud50c\ub7ab\ud3fc: \uc8fc\ub85c \uc548\ub4dc\ub85c\uc774\ub4dc \uae30\uae30\uc5d0\uc11c \ub3d9\uc791\ud558\ub294 \uc545\uc131\ucf54\ub4dc\uac00 \ubcf4\uace0\ub418\uc5c8\ub2e4.<\/li>\n<li>\uc791\ub3d9 \uc6d0\ub9ac: \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac(TensorFlow.js \ub4f1)\ub97c \uc0ac\uc6a9\ud574 \ud654\uba74\uc744 \ubd84\uc11d\ud558\uace0 \uad11\uace0 \uc694\uc18c\uc5d0 \uc790\ub3d9 \uc0c1\ud638\uc791\uc6a9\uc744 \ubc1c\uc0dd\uc2dc\ud0a8\ub2e4\uace0 \ubd84\uc11d\ub410\ub2e4.<\/li>\n<li>\uae30\uc220\uc801 \uc218\ubc95: \ud074\ub9ad\uc7ac\ud0b9 \ubc29\uc2dd\uacfc \ud568\uaed8 \uc2dc\uac01\uc801 \ubd84\uc11d\uc73c\ub85c \uad11\uace0\ub97c \uc2dd\ubcc4\ud574 \uc790\ub3d9\uc73c\ub85c \ub178\ucd9c\u00b7\ud074\ub9ad\uc744 \uc720\ub3c4\ud55c\ub2e4.<\/li>\n<li>\uc720\ud3ec \uacbd\ub85c: \ube44\uacf5\uc2dd \uc571 \uc800\uc7a5\uc18c, \uc11c\ub4dc\ud30c\ud2f0 APK \ubc30\ud3ec \uc0ac\uc774\ud2b8, \ubcc0\uc870\ub41c \uc778\uae30 \uc571(\uc608: \ub137\ud50c\ub9ad\uc2a4\u00b7\uc2a4\ud3ec\ud2f0\ud30c\uc774 \ubcc0\uc870\ubcf8 \ub4f1)\uc744 \ud1b5\ud55c \ubc30\ud3ec \uc0ac\ub840\uac00 \ubcf4\uace0\ub418\uc5c8\ub2e4.<\/li>\n<li>\uc804\ud1b5 \uae30\ubc95\uacfc\uc758 \ucc28\uc774: \uae30\uc874 \uad11\uace0 \uc0ac\uae30\ub294 \uace0\uc815 \uc2a4\ud06c\ub9bd\ud2b8\ub97c \uc8fc\ub85c \uc0ac\uc6a9\ud55c \ubc18\uba74, \uc774\ubc88 \uc0ac\ub840\ub294 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18\uc73c\ub85c \ud654\uba74\uc744 \uc2e4\uc2dc\uac04 \ubd84\uc11d\ud558\ub294 \uc810\uc774 \ucc28\ubcc4\uc810\uc774\ub2e4.<\/li>\n<li>\uc608\ubc29 \uad8c\uace0: \ubcf4\uc548 \uc804\ubb38\uac00\ub4e4\uc740 \uacf5\uc2dd \uc571 \uc2a4\ud1a0\uc5b4 \uc774\uc6a9\uacfc \ucd9c\ucc98 \ubd88\uba85 APK \uc124\uce58 \uae08\uc9c0, \uc571 \uad8c\ud55c \ud655\uc778\uc744 \uae30\ubcf8 \uc218\uce59\uc73c\ub85c \uad8c\ud55c\ub2e4.<\/li>\n<li>\ud0d0\uc9c0\u00b7\ucc28\ub2e8 \ub09c\uc774\ub3c4: \uc2dc\uac01 \ubd84\uc11d \uae30\ubc18 \ub3d9\uc791\uc73c\ub85c \uae30\uc874 \uc2dc\uadf8\ub2c8\ucc98 \uae30\ubc18 \ud0d0\uc9c0\uc5d0 \ube44\ud574 \ud0d0\uc9c0 \ud68c\ud53c \uac00\ub2a5\uc131\uc774 \ub192\ub2e4\uace0 \ubcf4\uace0\uc11c\ub294 \uc9c0\uc801\ud55c\ub2e4.<\/li>\n<\/ul>\n<h2>\uc0ac\uac74 \ubc30\uacbd<\/h2>\n<p>\ubaa8\ubc14\uc77c \uad11\uace0 \uc0dd\ud0dc\uacc4\ub294 \ud074\ub9ad\u00b7\ub178\ucd9c \uae30\ubc18 \uc218\uc775 \ubaa8\ub378\ub85c \uc6b4\uc601\ub418\uba70, \uad11\uace0\uc8fc\uc640 \uad11\uace0 \ub124\ud2b8\uc6cc\ud06c\ub294 \uc815\ud655\ud55c \ud2b8\ub798\ud53d \uce21\uc815\uc744 \uc804\uc81c\ub85c \ube44\uc6a9\uc744 \uc9c0\ubd88\ud55c\ub2e4. \uc774 \uad6c\uc870\ub294 \uc545\uc131 \ud589\uc704\uc790\uc5d0\uac8c \uacbd\uc81c\uc801 \uc720\uc778\uc744 \uc81c\uacf5\ud574 \uc654\uace0, \uacfc\uac70\uc5d0\ub294 \uc2a4\ud06c\ub9bd\ud2b8 \uc790\ub3d9\ud654\ub098 \ubd07 \ub124\ud2b8\uc6cc\ud06c\uac00 \uc8fc\ub41c \uc218\ub2e8\uc774\uc5c8\ub2e4. \uadf8\ub7ec\ub098 \ucd5c\uadfc\uc5d0\ub294 \uc6f9\u00b7\uc571 \ud658\uacbd\uc5d0\uc11c \ub3d9\uc791\ud558\ub294 \uacbd\ub7c9 \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac\uac00 \ubcf4\uae09\ub418\uba74\uc11c \uc2dc\uac01 \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \uc790\ub3d9\ud654\uac00 \ud604\uc2e4\ud654\ub410\ub2e4. \ud2b9\ud788 \uc548\ub4dc\ub85c\uc774\ub4dc\ub294 \uc81c\uc870\uc0ac\ubcc4\u00b7\uc2a4\ud1a0\uc5b4\ubcc4 \uc0dd\ud0dc\uacc4 \ubd84\ud654\ub85c \uc778\ud574 \ube44\uacf5\uc2dd \uacbd\ub85c\ub97c \ud1b5\ud55c \uc571 \uc124\uce58\uac00 \ube44\uad50\uc801 \uc27d\uac8c \uc774\ub8e8\uc5b4\uc838 \uc720\ud3ec \ud1b5\ub85c\uac00 \ub113\ub2e4.<\/p>\n<p>\ub610\ud55c \uad11\uace0 \ud50c\ub7ab\ud3fc\uacfc \uc571 \uac1c\ubc1c\uc790 \uac04 \uc2e0\ub8b0 \uad00\uacc4\uac00 \uad11\uace0 \uc0dd\ud0dc\uacc4\uc758 \ud575\uc2ec\uc778\ub370, \uc790\ub3d9\ud654\ub41c \uad11\uace0 \uc0ac\uae30\ub294 \uc774 \uc2e0\ub8b0\ub97c \ud6fc\uc190\ud55c\ub2e4. \ud50c\ub7ab\ud3fc \uc0ac\uc5c5\uc790\ub294 \uc815\ucc45\uacfc \uae30\uc220\ub85c \ubd80\uc815 \ud2b8\ub798\ud53d\uc744 \ucc28\ub2e8\ud558\ub824 \ub178\ub825\ud574\uc654\uc9c0\ub9cc, AI \uae30\ubc18\uc758 \uc2dc\uac01 \ubd84\uc11d\u00b7\ud589\ub3d9 \ubaa8\ubc29\uc740 \ud0d0\uc9c0 \uc54c\uace0\ub9ac\uc998\uc744 \uad50\ub780\ud560 \uc218 \uc788\ub2e4. \uad11\uace0 \uc0ac\uae30\uc758 \uc9c4\ud654\ub294 \ub2e8\uc21c \ubc29\uc5b4\ub9cc\uc73c\ub85c\ub294 \ub300\uc751\uc774 \uc5b4\ub824\uc6cc \ub2e4\uce35\uc801 \ub300\uc751\uc774 \uc694\uad6c\ub418\ub294 \uc0c1\ud669\uc744 \ub9cc\ub4e4\uc5c8\ub2e4.<\/p>\n<h2>\uc8fc\uc694 \uc0ac\uac74<\/h2>\n<p>\ubcf4\uc548 \ub9ac\ud3ec\ud2b8\uc5d0 \ub530\ub974\uba74 \uacf5\uaca9\uc790\ub294 \uc778\uae30 \uac8c\uc784\uc758 \ubcc0\uc870 \ubc84\uc804\uc774\ub098 \uc11c\ub4dc\ud30c\ud2f0 APK\uc5d0 \uc545\uc131 \ubaa8\ub4c8\uc744 \uc0bd\uc785\ud574 \ubc30\ud3ec\ud55c\ub2e4. \uc571\uc774 \uc124\uce58\ub418\uba74 \uc545\uc131 \ubaa8\ub4c8\uc740 \ub0b4\ubd80 \uc6f9\ubdf0\ub098 \uc778\uc571 \uad11\uace0 \ud504\ub808\uc784\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uba74\uc11c \ud654\uba74\uc744 \ucea1\ucc98\u00b7\ubd84\uc11d\ud55c\ub2e4\ub294 \ubcf4\uace0\uac00 \uc788\ub2e4. TensorFlow.js \uac19\uc740 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ud65c\uc6a9\ud574 \uad11\uace0\uc758 \uc2dc\uac01\uc801 \ud328\ud134\uc744 \uc778\uc2dd\ud558\uba74 \uc790\ub3d9\uc73c\ub85c \ud074\ub9ad \uc774\ubca4\ud2b8\ub97c \ubc1c\uc0dd\uc2dc\ud0a4\uac70\ub098 \uad11\uace0\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ub178\ucd9c\uc2dc\ud0a4\ub294 \ub3d9\uc791\uc744 \uc218\ud589\ud55c\ub2e4.<\/p>\n<p>\uc774 \uacfc\uc815\uc5d0\uc11c \ud074\ub9ad\uc7ac\ud0b9 \uae30\ubc95\uc774 \ubcd1\ud589\ub418\uba74 \uc0ac\uc6a9\uc790\ub294 \ud074\ub9ad\uc744 \uc778\uc9c0\ud558\uc9c0 \ubabb\ud55c \ucc44 \uad11\uace0 \uc0c1\ud638\uc791\uc6a9\uc774 \ubc1c\uc0dd\ud55c\ub2e4. \ubcf4\uace0\uc11c\ub294 \ubcc0\uc870\ub41c \ub137\ud50c\ub9ad\uc2a4\u00b7\uc2a4\ud3ec\ud2f0\ud30c\uc774 \ub4f1 \uc778\uae30 \uc571 \uc774\ub984\uc774 \uc0ac\uc6a9\ub41c \uc0ac\ub840\ub97c \uc5b8\uae09\ud558\uba70, \uc774\ub7ec\ud55c \ubcc0\uc870 \uc571\uc740 \uc18c\uc15c \ud50c\ub7ab\ud3fc\uc774\ub098 \ube44\uacf5\uc2dd \uc2a4\ud1a0\uc5b4\ub97c \ud1b5\ud574 \ud655\uc0b0\ub41c\ub2e4\uace0 \uc124\uba85\ud588\ub2e4. \uac1c\ubc1c\uc790 \uc11c\uba85\uc774\ub098 APK \ubb34\uacb0\uc131\uc774 \ubcc0\uc870\ub418\uc5b4 \uc788\uc73c\uba74 \uc815\uc0c1 \uc571\uacfc \uad6c\ubd84\ud558\uae30 \uc5b4\ub824\uc6b4 \uacbd\uc6b0\uac00 \ub9ce\ub2e4.<\/p>\n<p>\ud0d0\uc9c0 \uce21\uba74\uc5d0\uc11c\ub294 \uc2dc\uac01\uc801 \ud658\uacbd\uc5d0 \ub530\ub77c \ub3d9\uc791\uc774 \ub2ec\ub77c\uc9c0\uace0, \ud559\uc2b5 \ubaa8\ub378\uc774 \ud658\uacbd \ubcc0\ud654\uc5d0 \uc801\uc751\ud558\uba74 \uae30\uc874 \ud328\ud134 \uae30\ubc18 \ucc28\ub2e8\uc774 \ubb34\ub825\ud654\ub420 \uc218 \uc788\ub2e4. \ub610\ud55c \uc545\uc131 \ubaa8\ub4c8\uc774 \uc8fc\uae30\uc801\uc73c\ub85c \ubaa8\ub378\uc744 \uc5c5\ub370\uc774\ud2b8\ud558\uac70\ub098 \ud589\ub3d9\uc744 \ubcc0\uc870\ud558\uba74 \ucd94\uc801\uacfc \uadfc\uc808\uc774 \ub354 \ubcf5\uc7a1\ud574\uc9c4\ub2e4.<\/p>\n<h2>\ubd84\uc11d \ubc0f \uc758\ubbf8<\/h2>\n<p>\uccab\uc9f8, \uad11\uace0 \uc0dd\ud0dc\uacc4\uc758 \uacbd\uc81c\uc801 \uc190\uc2e4\uacfc \uc2e0\ub8b0 \uc800\ud558\uac00 \uc6b0\ub824\ub41c\ub2e4. \uad11\uace0\uc8fc\ub294 \ubd80\uc815 \ud074\ub9ad\uc73c\ub85c \uc778\ud55c \ube44\uc6a9 \ubd80\ub2f4\uc744 \ub5a0\uc548\uac8c \ub418\uace0, \uad11\uace0 \ub124\ud2b8\uc6cc\ud06c\ub294 \ud488\uc9c8 \uc800\ud558\ub85c \uc778\ud574 \uc218\uc218\ub8cc\u00b7\uc815\ucc45 \uac15\ud654\uc5d0 \uc9c1\uba74\ud560 \uc218 \uc788\ub2e4. \ub458\uc9f8, AI \ub3c4\uad6c\uc758 \ubc94\uc6a9\ud654\ub294 \uacf5\uaca9\uc790\uc758 \uc811\uadfc\uc131\uc744 \ub192\uc774\uba70, \uc790\ub3d9\ud654 \uacf5\uaca9\uc774 \ub354 \uc815\uad50\ud574\uc9c8 \uac00\ub2a5\uc131\uc744 \uc2dc\uc0ac\ud55c\ub2e4. \uae30\uc874\uc758 \ube14\ub799\ub9ac\uc2a4\ud2b8\u00b7\uc2dc\uadf8\ub2c8\ucc98 \uc911\uc2ec \ubc29\uc5b4\ub9cc\uc73c\ub85c\ub294 \ud55c\uacc4\uac00 \uc788\ub2e4.<\/p>\n<p>\uc14b\uc9f8, \ud50c\ub7ab\ud3fc\u00b7\uc2a4\ud1a0\uc5b4 \uc0ac\uc5c5\uc790\uc758 \ucc45\uc784\uacfc \uaddc\uc81c \uac15\ud654 \uc694\uad6c\uac00 \ucee4\uc9c8 \uc804\ub9dd\uc774\ub2e4. \uad6c\uae00\u00b7\uc81c\uc870\uc0ac \ub4f1\uc740 \uc11c\ub4dc\ud30c\ud2f0 \uc571 \uc720\ud1b5\uacfc \ubcc0\uc870 APK \uad00\ub828 \ubaa8\ub2c8\ud130\ub9c1\uc744 \uac15\ud654\ud574\uc57c \ud558\uba70, \uad11\uace0 \ub124\ud2b8\uc6cc\ud06c\ub294 \ube44\uc815\uc0c1 \ud2b8\ub798\ud53d\uc744 \ube60\ub974\uac8c \uc2dd\ubcc4\ud560 \uc218 \uc788\ub294 \ud589\ub3d9 \uae30\ubc18\u00b7\ubaa8\ub378 \uae30\ubc18 \ud0d0\uc9c0 \uae30\ubc95\uc744 \ub3c4\uc785\ud574\uc57c \ud55c\ub2e4. \ub124\ud2b8\uc6cc\ud06c \uc218\uc900\uc758 \ud544\ud130\ub9c1\uacfc \uc571 \uad8c\ud55c \uac80\uc99d \uccb4\uacc4\ub3c4 \uc7ac\uac80\ud1a0 \ub300\uc0c1\uc774\ub2e4.<\/p>\n<p>\ub137\uc9f8, \uac1c\uc778 \uc0ac\uc6a9\uc790\ub294 \uae30\ubcf8 \ubcf4\uc548 \uc218\uce59\uc744 \uc9c0\ud0a4\ub294 \uac83\uc774 \ucd5c\uc6b0\uc120\uc774\ub2e4. \uacf5\uc2dd \uc2a4\ud1a0\uc5b4 \uc774\uc6a9, \uc124\uce58 \uc804 \uad8c\ud55c \ud655\uc778, \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \uc571\uc758 \uc0ad\uc81c\uc640 \uc815\uae30\uc801\uc778 \ubcf4\uc548 \uc810\uac80\uc774 \ub2f9\uc7a5 \uc2e4\ucc9c \uac00\ub2a5\ud55c \ubc29\uc5b4 \uc218\ub2e8\uc774\ub2e4. \uc7a5\uae30\uc801\uc73c\ub85c\ub294 \ud50c\ub7ab\ud3fc \ucc28\uc6d0\uc758 \uba38\uc2e0\ub7ec\ub2dd \ubaa8\ub378 \uac80\uc99d\uacfc \uad11\uace0 \uc778\ubca4\ud1a0\ub9ac\uc758 \ud22c\uba85\uc131 \uc81c\uace0\uac00 \ubcd1\ud589\ub418\uc5b4\uc57c \ud55c\ub2e4.<\/p>\n<h2>\ube44\uad50 \ubc0f \ub370\uc774\ud130<\/h2>\n<figure>\n<table>\n<thead>\n<tr>\n<th>\ud56d\ubaa9<\/th>\n<th>\uc804\ud1b5\uc801 \uad11\uace0 \uc0ac\uae30<\/th>\n<th>AI \uae30\ubc18 \uad11\uace0 \uc0ac\uae30<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\ud0d0\uc9c0 \ubc29\uc2dd<\/td>\n<td>\uc2dc\uadf8\ub2c8\ucc98\u00b7\ud328\ud134 \uae30\ubc18<\/td>\n<td>\uc2dc\uac01\u00b7\ud589\ub3d9 \uae30\ubc18 \ubaa8\ub378 \ubd84\uc11d<\/td>\n<\/tr>\n<tr>\n<td>\uc801\uc751\uc131<\/td>\n<td>\ub0ae\uc74c(\uace0\uc815 \uc2a4\ud06c\ub9bd\ud2b8)<\/td>\n<td>\ub192\uc74c(\ud658\uacbd\uc5d0 \ub530\ub77c \ub3d9\uc791 \ubcc0\ud654)<\/td>\n<\/tr>\n<tr>\n<td>\ucc28\ub2e8 \ub09c\uc774\ub3c4<\/td>\n<td>\uc911\uac04<\/td>\n<td>\ub192\uc74c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>\uc704 \ud45c\ub294 \uc804\ud1b5\uc801 \uad11\uace0 \uc0ac\uae30\uc640 \uba38\uc2e0\ub7ec\ub2dd \uae30\ubc18 \ubc29\uc2dd\uc758 \uae30\uc220\uc801 \ucc28\uc774\ub97c \ub2e8\uc21c \ube44\uad50\ud55c \uac83\uc774\ub2e4. AI \uae30\ubc18 \ubc29\ubc95\uc740 \ud658\uacbd \ubcc0\ud654\uc5d0 \uc801\uc751\ud558\ub294 \ud2b9\uc131 \ub54c\ubb38\uc5d0 \ud0d0\uc9c0\u00b7\ucc28\ub2e8 \ube44\uc6a9\uc774 \ub354 \ud06c\uba70, \uad11\uace0 \ud488\uc9c8 \ubaa8\ub2c8\ud130\ub9c1 \uccb4\uacc4\uc758 \uace0\ub3c4\ud654\uac00 \ud544\uc694\ud558\ub2e4.<\/p>\n<h2>\ubc18\uc751 \ubc0f \uc778\uc6a9<\/h2>\n<p>\ubcf4\uc548 \uc5c5\uacc4\uc640 \uc804\ubb38\uac00\ub4e4\uc740 \uc774\ubc88 \ubcf4\uace0\uc11c\uac00 \uc2dc\uc0ac\ud558\ub294 \ubc14\uac00 \ud06c\ub2e4\uace0 \ud3c9\uac00\ud588\ub2e4. \ud50c\ub7ab\ud3fc \uc0ac\uc5c5\uc790\uc5d0\uac8c\ub294 \uc720\ud1b5 \uacbd\ub85c \uad00\ub9ac\uc640 \ubcf4\ub2e4 \uc815\uad50\ud55c \uc774\uc0c1 \uc9d5\ud6c4 \ud0d0\uc9c0\uac00 \uc694\uad6c\ub41c\ub2e4\ub294 \uc9c0\uc801\uc774 \uc787\ub530\ub790\ub2e4.<\/p>\n<blockquote>\n<p>&#8220;\uba38\uc2e0\ub7ec\ub2dd\uc744 \uc774\uc6a9\ud55c \uc2dc\uac01 \ubd84\uc11d\uc740 \uae30\uc874 \ud0d0\uc9c0\ub97c \uc6b0\ud68c\ud560 \uc218 \uc788\uc5b4 \ub300\uc751 \uccb4\uacc4 \uc7ac\uc124\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.&#8221;<\/p>\n<p><cite>\uad6d\ub0b4 \ubcf4\uc548\uc5c5\uccb4 \ubd84\uc11d\ud300<\/cite><\/p><\/blockquote>\n<p>\uc77c\ubd80 \ubcf4\uc548 \uc804\ubb38\uac00\ub294 \uc0ac\uc6a9\uc790 \uad50\uc721\uacfc \uae30\ubcf8 \uc218\uce59 \uc900\uc218\uac00 \ud53c\ud574\ub97c \uc904\uc774\ub294 \uac00\uc7a5 \ud604\uc2e4\uc801 \ubc29\ubc95\uc774\ub77c\uace0 \uac15\uc870\ud588\ub2e4.<\/p>\n<blockquote>\n<p>&#8220;\uacf5\uc2dd \uc2a4\ud1a0\uc5b4\ub9cc \uc0ac\uc6a9\ud558\uace0 \uc54c \uc218 \uc5c6\ub294 APK\ub97c \uc124\uce58\ud558\uc9c0 \uc54a\ub294 \uac83\uc774 \uac00\uc7a5 \ud6a8\uacfc\uc801\uc778 \ucd08\uae30 \ubc29\uc5b4\uc785\ub2c8\ub2e4.&#8221;<\/p>\n<p><cite>\uc815\ubcf4\ubcf4\ud638 \uc804\ubb38\uac00<\/cite><\/p><\/blockquote>\n<p>\uc628\ub77c\uc778 \ucee4\ubba4\ub2c8\ud2f0\uc5d0\uc11c\ub294 \uc0ac\uc6a9\uc790 \ubd88\uc548\uacfc \ud568\uaed8 \uc571 \uc124\uce58 \uad00\ud589\uc744 \ubc14\uafd4\uc57c \ud55c\ub2e4\ub294 \ubaa9\uc18c\ub9ac\uac00 \ub098\uc654\ub2e4.<\/p>\n<blockquote>\n<p>&#8220;\ud55c \ubc88\uc774\ub77c\ub3c4 \uac80\uc99d\ub418\uc9c0 \uc54a\uc740 \uc571\uc744 \uc124\uce58\ud558\uba74 \uc704\ud5d8\ud560 \uc218 \uc788\ub2e4\ub294 \uc0ac\uc2e4\uc744 \ub2e4\uc2dc \uae68\ub2ec\uc558\ub2e4.&#8221;<\/p>\n<p><cite>\uc571 \uc0ac\uc6a9\uc790 \uac8c\uc2dc\uae00<\/cite><\/p><\/blockquote>\n<aside>\n<details>\n<summary>\uc6a9\uc5b4\/\ubc29\ubc95\ub860<\/summary>\n<p>\ud074\ub9ad\uc7ac\ud0b9\uc740 \uc0ac\uc6a9\uc790\uac00 \uc758\ub3c4\uce58 \uc54a\uac8c UI \uc694\uc18c\ub97c \uc870\uc791\ud558\ub3c4\ub85d \uc720\ub3c4\ud558\ub294 \uae30\ubc95\uc744 \uc758\ubbf8\ud55c\ub2e4. TensorFlow.js\ub294 \ube0c\ub77c\uc6b0\uc800\u00b7\uc790\ubc14\uc2a4\ud06c\ub9bd\ud2b8 \ud658\uacbd\uc5d0\uc11c \ub3d9\uc791\ud558\ub294 \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \ud654\uba74\uc758 \uc774\ubbf8\uc9c0\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\ub2e4. \uc545\uc131 \uc571\uc740 \uc6f9\ubdf0\ub098 \uc778\uc571 \uad11\uace0 \ud504\ub808\uc784\uc744 \uc774\uc6a9\ud574 \uad11\uace0 \uc601\uc5ed\uc744 \uc2dd\ubcc4\ud558\uace0, ML \ubaa8\ub378\ub85c \ud559\uc2b5\ub41c \ud328\ud134\uc5d0 \ub530\ub77c \ud074\ub9ad\u00b7\ub178\ucd9c\uc744 \uc790\ub3d9\ud654\ud560 \uc218 \uc788\ub2e4. \uc11c\ub4dc\ud30c\ud2f0 APK\ub294 \uc11c\uba85\u00b7\ubb34\uacb0\uc131\uc774 \uc190\uc0c1\ub41c \uc571\uc744 \uc758\ubbf8\ud558\uba70, \uc774\ub7ec\ud55c \uacbd\ub85c\ub294 \uacf5\uc2dd \uc2a4\ud1a0\uc5b4 \ub300\ube44 \uc545\uc131\ucf54\ub4dc \uc720\ud3ec \uc704\ud5d8\uc774 \ud06c\ub2e4.<\/p>\n<\/details>\n<\/aside>\n<h2>\ubd88\ud655\uc2e4\ud55c \ubd80\ubd84<\/h2>\n<ul>\n<li>\uc804\uccb4 \uac10\uc5fc \uaddc\ubaa8: \ub9ac\ud3ec\ud2b8\ub294 \uc0ac\ub840\ub97c \uc81c\uc2dc\ud588\uc73c\ub098 \uc804 \uc138\uacc4\uc801\u00b7\uad6d\ub0b4 \uc804\uccb4 \uac10\uc5fc\ub960\uc740 \uc544\uc9c1 \uc9d1\uacc4\ub418\uc9c0 \uc54a\uc558\ub2e4.<\/li>\n<li>\uacf5\uaca9 \uc8fc\uccb4 \uc2dd\ubcc4: \ud604\uc7ac \ubcf4\uace0\uc11c\uc5d0\uc11c\ub294 \ud2b9\uc815 \uc870\uc9c1\uc774\ub098 \uac1c\uc778\uc744 \ud655\uc815\uc801\uc73c\ub85c \uc9c0\ubaa9\ud558\uc9c0 \uc54a\ub294\ub2e4.<\/li>\n<li>\uc815\ud655\ud55c \uc218\uc775 \uaddc\ubaa8: \uc774 \ucea0\ud398\uc778\uc774 \uad11\uace0 \uc218\uc775\uc73c\ub85c \ucc3d\ucd9c\ud55c \ucd1d\uc561\uc740 \uacf5\uc2dd \ud655\uc778\uc774 \ud544\uc694\ud558\ub2e4.<\/li>\n<li>\uae30\uc220\uc801 \uc138\ubd80\ub3d9\uc791: \uc545\uc131 \ubaa8\ub4c8\uc774 \uc811\uadfc\uc131 API\ub97c \uc0ac\uc6a9\ud558\ub294\uc9c0 \ub4f1 \ub0b4\ubd80 \ub3d9\uc791\uc758 \uc77c\ubd80\ub294 \ucd94\uac00 \uc870\uc0ac \ub300\uc0c1\uc774\ub2e4.<\/li>\n<\/ul>\n<h2>\ucd1d\ud3c9<\/h2>\n<p>AI \uae30\uc220\uc740 \uae0d\uc815\uc801 \ud65c\uc6a9\ubfd0 \uc544\ub2c8\ub77c \uc545\uc6a9 \uac00\ub2a5\uc131\ub3c4 \ub192\uc544 \ud50c\ub7ab\ud3fc\uacfc \uad11\uace0 \uc0dd\ud0dc\uacc4 \ucc28\uc6d0\uc5d0\uc11c\uc758 \uc2e0\uc18d\ud55c \ub300\uc751\uc774 \ud544\uc694\ud558\ub2e4. \ub2f9\uc7a5 \uc0ac\uc6a9\uc790\ub294 \uacf5\uc2dd \uc2a4\ud1a0\uc5b4 \uc774\uc6a9\uacfc \ubd88\uba85 APK \ud68c\ud53c, \uad8c\ud55c \uac80\ud1a0\ub97c \uc0dd\ud65c\ud654\ud574\uc57c \uc704\ud5d8\uc744 \uc904\uc77c \uc218 \uc788\ub2e4.<\/p>\n<p>\uc911\uc7a5\uae30\uc801\uc73c\ub85c\ub294 \uad11\uace0 \ub124\ud2b8\uc6cc\ud06c\uc758 \ud2b8\ub798\ud53d \uac80\uc99d \uace0\ub3c4\ud654, \ud50c\ub7ab\ud3fc\uc758 \uc720\ud1b5 \uacbd\ub85c \ud1b5\uc81c \uac15\ud654, \uadf8\ub9ac\uace0 \ud22c\uba85\ud55c \uc0ac\uace0 \ubcf4\uace0 \uccb4\uacc4\uac00 \ubcd1\ud589\ub418\uc5b4\uc57c \ud55c\ub2e4. \uc774\ubc88 \uc0ac\ub840\ub294 \uae30\uc220 \ubc1c\uc804\uc774 \ubcf4\uc548 \uc815\ucc45\uacfc \uc6b4\uc601 \ubc29\uc2dd\uc5d0 \uc989\uac01\uc801 \ubcc0\ud654\ub97c \uc694\uad6c\ud55c\ub2e4\ub294 \uc810\uc744 \ubd84\uba85\ud788 \ubcf4\uc5ec\uc900\ub2e4.<\/p>\n<h2>\ucd9c\ucc98<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.betanews.net\/article\/view\/beta202601250006\" target=\"_blank\" rel=\"noopener\">\ubca0\ud0c0\ub274\uc2a4 &#8211; \uad00\ub828 \ubcf4\ub3c4<\/a> (\uc5b8\ub860 \ubcf4\ub3c4)<\/li>\n<li><a href=\"https:\/\/www.tensorflow.org\/js\" target=\"_blank\" rel=\"noopener\">TensorFlow.js \uacf5\uc2dd \ubb38\uc11c<\/a> (\uacf5\uc2dd \ubb38\uc11c)<\/li>\n<\/ul>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ud575\uc2ec \uc694\uc57d \ucd5c\uadfc \ubcf4\uc548 \ub9ac\ud3ec\ud2b8\ub294 \uc77c\ubd80 \uc548\ub4dc\ub85c\uc774\ub4dc \uac8c\uc784 \uc571\uc744 \ud1b5\ud574 \ubc30\ud3ec\ub418\ub294 \uc545\uc131\ucf54\ub4dc\uac00 \uc778\uacf5\uc9c0\ub2a5(ML) \uae30\uc220\uc744 \ud65c\uc6a9\ud574 \uc0ac\uc6a9\uc790 \ubaa8\ub974\uac8c \uad11\uace0\ub97c \uc790\ub3d9\uc73c\ub85c \ub85c\ub4dc\u00b7\ud074\ub9ad\u00b7\ub178\ucd9c\ud55c\ub2e4\uace0 \ubd84\uc11d\ud588\ub2e4. \uc774 \uc545\uc131\ucf54\ub4dc\ub294 TensorFlow.js \ub4f1 \uba38\uc2e0\ub7ec\ub2dd \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c \ud654\uba74\uc744 \ubd84\uc11d\ud574 \uad11\uace0 \uc694\uc18c\uc640 \uc0c1\ud638\uc791\uc6a9\uc744 \uc218\ud589\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \ub3d9\uc791\ud55c\ub2e4. \uc8fc\ub85c \ube44\uacf5\uc2dd \uc571 \uc800\uc7a5\uc18c, \uc11c\ub4dc\ud30c\ud2f0 APK \ubc30\ud3ec \uc0ac\uc774\ud2b8\uc640 \ubcc0\uc870\ub41c \uc778\uae30 \uc571\uc744 \ud1b5\ud574 \uc720\ud3ec\ub418\uba70, \ubcf4\uc548 \uc804\ubb38\uac00\ub4e4\uc740 \uacf5\uc2dd \uc2a4\ud1a0\uc5b4 \uc774\uc6a9\uacfc \ucd9c\ucc98 \ubd88\uba85 &#8230; <a title=\"\uc778\uacf5\uc9c0\ub2a5 \uc545\uc6a9 \uacbd\uace0: \uc2a4\ub9c8\ud2b8\ud3f0\uc774 \uc790\ub3d9 \uad11\uace0 \ud074\ub9ad \ub3c4\uad6c\ub85c \uc774\uc6a9\ub41c\ub2e4\" class=\"read-more\" href=\"https:\/\/readtrends.com\/ko\/ai-mobile-ad-fraud\/\" aria-label=\"\uc778\uacf5\uc9c0\ub2a5 \uc545\uc6a9 \uacbd\uace0: \uc2a4\ub9c8\ud2b8\ud3f0\uc774 \uc790\ub3d9 \uad11\uace0 \ud074\ub9ad \ub3c4\uad6c\ub85c \uc774\uc6a9\ub41c\ub2e4\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\uc138\uc694\">\ub354 \uc77d\uae30<\/a><\/p>\n","protected":false},"author":1,"featured_media":7269,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_title":"AI \uc545\uc6a9 \uad11\uace0 \uc0ac\uae30 \uacbd\uace0, \uc2a4\ub9c8\ud2b8\ud3f0 \uc790\ub3d9 \ud074\ub9ad \uc704\ud5d8 - \ubca0\ud0c0\ub274\uc2a4","rank_math_description":"\ubcf4\uc548 \ub9ac\ud3ec\ud2b8\ub294 \uc77c\ubd80 \uc548\ub4dc\ub85c\uc774\ub4dc \uc571\uc5d0 \uc0bd\uc785\ub41c AI \uae30\ubc18 \uc545\uc131\ucf54\ub4dc\uac00 \ud654\uba74\uc744 \ubd84\uc11d\ud574 \uad11\uace0\ub97c \uc790\ub3d9 \ud074\ub9ad\ud55c\ub2e4\uace0 \uacbd\uace0\ud569\ub2c8\ub2e4. \uacf5\uc2dd \uc2a4\ud1a0\uc5b4 \uc774\uc6a9\uacfc APK \uc8fc\uc758\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.","rank_math_focus_keyword":"\uc778\uacf5\uc9c0\ub2a5,\uad11\uace0\uc0ac\uae30,\uc548\ub4dc\ub85c\uc774\ub4dc,\uc545\uc131\ucf54\ub4dc,\ud074\ub9ad\uc7ac\ud0b9","footnotes":""},"categories":[2],"tags":[],"class_list":["post-7274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-top-stories"],"_links":{"self":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/posts\/7274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/comments?post=7274"}],"version-history":[{"count":0,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/posts\/7274\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/media\/7269"}],"wp:attachment":[{"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/media?parent=7274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/categories?post=7274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/readtrends.com\/ko\/wp-json\/wp\/v2\/tags?post=7274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}