{"id":155800,"date":"2026-05-27T15:52:44","date_gmt":"2026-05-27T12:52:44","guid":{"rendered":"https:\/\/www.catonetworks.com\/glossary\/ai-%ea%b8%b0%eb%b0%98-%ec%95%94%ed%98%b8%ed%99%94-%ed%8a%b8%eb%9e%98%ed%94%bd-%eb%b6%84%ec%84%9d%ec%9d%b4%eb%9e%80-%eb%ac%b4%ec%97%87%ec%9d%b8%ea%b0%80%ec%9a%94\/"},"modified":"2026-06-10T12:06:24","modified_gmt":"2026-06-10T09:06:24","slug":"what-is-ai-based-encrypted-traffic-analysis","status":"publish","type":"glossary","link":"https:\/\/www.catonetworks.com\/ko\/glossary\/what-is-ai-based-encrypted-traffic-analysis\/","title":{"rendered":"AI \uae30\ubc18 \uc554\ud638\ud654 \ud2b8\ub798\ud53d \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654 \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc758\uc2ec\uc2a4\ub7fd\uac70\ub098 \uc545\uc758\uc801\uc778 \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc774\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc758 \uc554\ud638\ud654\ub418\uc9c0 \uc54a\uc740 \uc18d\uc131\uc744 \ubd84\uc11d\ud558\uc5ec \ucd5c\uc18c\ud55c\uc758 \ub610\ub294 \uc804\ud600 \ud398\uc774\ub85c\ub4dc\ub97c \ubcf5\ud638\ud654\ud558\uc9c0 \uc54a\uace0 \uc218\ud589\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc740 \uc628\ub77c\uc778 \ud504\ub77c\uc774\ubc84\uc2dc\uc640 \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 \uc218\ub2e8\uc73c\ub85c \uc810\uc810 \ub354 \uc77c\ubc18\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uae00\uacfc \ub2e4\ub978 \uc870\uc9c1\ub4e4\uc740 \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud504\ub85c\ud1a0\ucf5c \uc0ac\uc6a9\uc744 \uac15\ub825\ud788 \ucd94\uc9c4\ud574 \uc654\uc73c\uba70, \uadf8 \uacb0\uacfc \uc624\ub298\ub0a0 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc758 95% \uc774\uc0c1\uc774 \uc554\ud638\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4, <a href=\"https:\/\/transparencyreport.google.com\/https\/overview?hl=en&amp;time_os_region=chrome-usage:1;series:time;groupby:os&amp;lu=load_os_region&amp;load_os_region=chrome-usage:1;series:page-load;groupby:os\">\uad6c\uae00\uc758 \ud22c\uba85\uc131 \ubcf4\uace0\uc11c\uc5d0 \ub530\ub974\uba74<\/a>. \uc774\ub294 \ub124\ud2b8\uc6cc\ud06c \ud504\ub77c\uc774\ubc84\uc2dc\uc5d0\ub294 \uae0d\uc815\uc801\uc774\uc9c0\ub9cc, \uc774\ub7ec\ud55c \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc5d0 \ub300\ud55c \ubcf4\uc548 \uac00\uc2dc\uc131\uc744 \uc81c\ud55c\ud558\uc5ec \uc870\uc9c1\uc774 \uc545\uc131 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \ubc0f \uae30\ud0c0 \uc704\ud611\uc5d0 \ucde8\uc57d\ud558\uac8c \ub9cc\ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \ubaa8\ub378\uc740 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d\uc758 \uba54\ud0c0\ub370\uc774\ud130, \ud589\ub3d9 \ubc0f \ud750\ub984 \ud328\ud134\uc744 \uc870\uc0ac\ud558\uc5ec \uc774\ub7ec\ud55c \ud750\ub984\uacfc \uad00\ub828\ub41c \uc7a0\uc7ac\uc801 \uc704\ud5d8\uc744 \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud1b5\ud569\ub41c SSE \ub610\ub294 <a href=\"https:\/\/www.catonetworks.com\/sase\/\">SASE<\/a> \uc544\ud0a4\ud14d\ucc98\uc758 \uc77c\ud658\uc73c\ub85c, AI \uae30\ubc18 \uc554\ud638\ud654 \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc758 \ub9ac\uc18c\uc2a4 \uc9d1\uc57d\uc801\uc778 \ubcf5\ud638\ud654 \ud544\uc694\uc131\uc744 \uc904\uc5ec \ub124\ud2b8\uc6cc\ud06c \uc131\ub2a5\uacfc \ubcf4\uc548\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-encrypted-traffic-creates-blind-spots-for-security\">\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d\uc774 \ubcf4\uc548\uc5d0 \ub300\ud55c \ube14\ub77c\uc778\ub4dc \uc2a4\ud31f\uc744 \uc0dd\uc131\ud558\ub294 \uc774\uc720<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc804\uc1a1 \uacc4\uce35 \ubcf4\uc548(TLS)\uc740 \uae30\ubc00\uc131\uacfc \uc778\uc99d\uc744 \uc704\ud574 \uc554\ud638\ud654\ub41c \ub798\ud37c \ub0b4\uc5d0\uc11c \ubd88\uc548\uc804\ud55c \ud504\ub85c\ud1a0\ucf5c\uc744 \uac10\uc2f8\ub294 \ub124\ud2b8\uc6cc\ud06c \ud504\ub85c\ud1a0\ucf5c\uc785\ub2c8\ub2e4. \uc6f9 \ud2b8\ub798\ud53d\uc5d0 \ub300\ud55c TLS \uc0ac\uc6a9\uc740 \uc77c\ubc18\ud654\ub418\uc5b4 \uc628\ub77c\uc778 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ud2b8\ub798\ud53d \uc554\ud638\ud654\uc758 \uc774\ub7ec\ud55c \uc99d\uac00\ud558\ub294 \ucc44\ud0dd\uc740 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ud750\ub984 \ub0b4\uc5d0\uc11c \uc545\uc131 \ucf58\ud150\uce20\ub97c \uc228\uae30\ub824\ub294 \uacf5\uaca9\uc790\uc5d0\uac8c\ub3c4 \uc774\uc775\uc774 \ub429\ub2c8\ub2e4. \uc545\uc131 \uc18c\ud504\ud2b8\uc6e8\uc5b4, \uba85\ub839 \ubc0f \uc81c\uc5b4 \ud2b8\ub798\ud53d, \ub370\uc774\ud130 \uc720\ucd9c\uc744 \ud3ec\ud568\ud558\ub294 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc740 \ubcf4\uc548 \ub3c4\uad6c\uc5d0 \ubd88\ud22c\uba85\ud560 \uc218 \uc788\uc73c\uba70 \ud569\ubc95\uc801\uc778 \ud2b8\ub798\ud53d \uc0ac\uc774\uc5d0 \uc228\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub9ce\uc740 \ubcf4\uc548 \ub3c4\uad6c\ub294 TLS\uac00 \uc554\ud638\ud654\ud558\ub294 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc758 \ud398\uc774\ub85c\ub4dc\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ub2a5\ub825\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4. \uadf8 \uacb0\uacfc, \ud2b8\ub798\ud53d \uc554\ud638\ud654\uc758 \uc99d\uac00 \uc0ac\uc6a9\uc740 \uc0c1\ub2f9\ud55c \ubcf4\uc548 \ube14\ub77c\uc778\ub4dc \uc2a4\ud31f\uc744 \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-do-traditional-decryption-centric-approaches-work\">\uc804\ud1b5\uc801\uc778 \ubcf5\ud638\ud654 \uc911\uc2ec \uc811\uadfc \ubc29\uc2dd\uc740 \uc5b4\ub5bb\uac8c \uc791\ub3d9\ud558\ub098\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc804\ud1b5\uc801\uc73c\ub85c \uae30\uc5c5\uc740 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d \uc554\ud638\ud654\ub85c \uc778\ud574 \ubc1c\uc0dd\ud558\ub294 \ubb38\uc81c\ub97c \ud2b8\ub798\ud53d\uc758 \ubcf5\ud638\ud654 \ubc0f \uac80\uc0ac\ub97c \uc218\ud589\ud558\uc5ec \ucc98\ub9ac\ud569\ub2c8\ub2e4. \uc774\ub294 \ub124\ud2b8\uc6cc\ud06c \ud504\ub85d\uc2dc, \uc628\ud504\ub808\ubbf8\uc2a4 \uc7a5\uce58 \ub610\ub294 \ud074\ub77c\uc6b0\ub4dc \uac8c\uc774\ud2b8\uc6e8\uc774\uc758 \uc0ac\uc6a9\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ubc29\ubc95\uc73c\ub85c \uc218\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \uad00\ub9ac\ud558\ub294 \uc774 \uc811\uadfc \ubc29\uc2dd\uc740 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc5d0 \ub300\ud55c \uae4a\uc740 \uac00\uc2dc\uc131\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc804\uccb4 \ud398\uc774\ub85c\ub4dc\ub97c \ubcf5\ud638\ud654\ud568\uc73c\ub85c\uc368 \ubcf4\uc548 \uc7a5\uce58\ub294 \uc7a0\uc7ac\uc801\uc778 \uc545\uc131 \ucf58\ud150\uce20\ub97c \uc704\ud574 \uc804\uccb4\ub97c \uc2a4\uce94\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub7ec\ub098 \uc804\uccb4 \ud2b8\ub798\ud53d \ubcf5\ud638\ud654\ub294 \uadf8 \uc790\uccb4\ub85c\ub3c4 \ub2e8\uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4. \uc804\uccb4 \ud2b8\ub798\ud53d \ubcf5\ud638\ud654\ub294 \uacc4\uc0b0\uc801\uc73c\ub85c \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4e4\uba70 \uc5f0\uacb0\uc5d0 \ucd94\uac00\uc801\uc778 \uc9c0\uc5f0\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc774\ub294 \uc870\uc9c1\uc774 \uae30\uc5c5 SSL \uc778\uc99d\uc11c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc804\ud1b5\uc801\uc778 TLS \ud328\ub7ec\ub2e4\uc784\uc744 \uae68\uc57c \ud558\uba70, \uc774\ub294 \ubcf4\uc548 \uc704\ud5d8\uacfc \uc0ac\uc6a9\uc790 \ud504\ub77c\uc774\ubc84\uc2dc \ubb38\uc81c\ub97c \ucd08\ub798\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-ai-based-encrypted-traffic-analysis\">AI \uae30\ubc18 \uc554\ud638\ud654 \ud2b8\ub798\ud53d \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uacfc \uad00\ub828\ub41c \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \ud2b8\ub798\ud53d\uc758 \ube44\uc554\ud638\ud654\ub41c \uce21\uba74\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4. IP \uc8fc\uc18c \ubc0f \ud328\ud0b7 \ud06c\uae30\uc640 \uac19\uc740 \ud328\ud0b7 \uba54\ud0c0\ub370\uc774\ud130\uc640 \ud2b8\ub798\ud53d \ud750\ub984\uc758 \ud2b9\uc9d5\uc740 \ud569\ubc95\uc801\uc778 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uacfc \uc545\uc758\uc801\uc778 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \uad6c\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ud78c\ud2b8\ub97c \uc81c\uacf5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc2dc\uc2a4\ud15c\ub4e4\uc774 \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud558\ub294 \uace0\ud488\uc9c8 \ud154\ub808\uba54\ud2b8\ub9ac\uac00 \ub9ce\uc744\uc218\ub85d \uadf8\ub4e4\uc758 \uacb0\ub860\uc740 \ub354 \uc815\ud655\ud574\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc740 \uc7a0\uc7ac\uc801\uc778 \uc545\uc758\uc801 \ud2b8\ub798\ud53d\uc744 \ud0d0\uc9c0\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac10\ub3c5 \uae30\uacc4 \ud559\uc2b5(ML)\uc740 \uc54c\ub824\uc9c4 \uc545\uc758\uc801 \ud2b8\ub798\ud53d \ud328\ud134\uc744 \ud0d0\uc9c0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc73c\uba70, \ube44\uac10\ub3c5 ML \ubc0f \uc774\uc0c1 \ud0d0\uc9c0\ub294 \uc0c8\ub85c\uc6b4 \ud589\ub3d9\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \ud398\uc774\ub85c\ub4dc\ub97c \ubcf5\ud638\ud654\ud558\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc5d0 \uc0ac\uc6a9\uc790 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ubcf4\ud638\ud558\uba74\uc11c\ub3c4 \uc704\ud5d8\ud558\uace0 \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \uc5f0\uacb0\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc774\ub85c \uc778\ud574 \ubcf4\uc548 \uc7a5\ube44\ub294 \uac00\uc7a5 \uc704\ud5d8\ud55c \uac83\uc73c\ub85c \uc2dd\ubcc4\ub41c TLS \uc138\uc158\uc744 \uc120\ud0dd\uc801\uc73c\ub85c \ubcf5\ud638\ud654\ud558\uace0 \uac80\uc0ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-encrypted-traffic-analysis-protects-privacy\">\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc774 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ubcf4\ud638\ud558\ub294 \ubc29\ubc95<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \ud750\ub984 \uc9c0\uc18d \uc2dc\uac04, \ud328\ud0b7 \ud06c\uae30, \ud0c0\uc774\ubc0d, TLS \ud578\ub4dc\uc170\uc774\ud06c \ud2b9\uc9d5, SNI \ubc0f \uc778\uc99d\uc11c \uc18d\uc131\uc744 \ud3ec\ud568\ud55c \uba54\ud0c0\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc9d1\uc911\ud569\ub2c8\ub2e4. \uc774 \uc815\ubcf4\ub294 \ud328\ud0b7 \ud398\uc774\ub85c\ub4dc\ubcf4\ub2e4 \ubbfc\uac10\ub3c4\uac00 \ub0ae\uae30 \ub54c\ubb38\uc5d0 TLS \uc138\uc158\uc5d0\uc11c \uc554\ud638\ud654\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uc0ac\uc6a9\uc790 \uc138\uc158 \ub370\uc774\ud130\uac00 \uc704\uce58\ud55c \ud328\ud0b7 \ud398\uc774\ub85c\ub4dc\uc758 \ubcf5\ud638\ud654\ub97c \ud53c\ud568\uc73c\ub85c\uc368 \uc774\ub7ec\ud55c \ub3c4\uad6c\ub294 \uc0ac\uc6a9\uc790 \ud504\ub77c\uc774\ubc84\uc2dc\ub97c \ubcf4\ud638\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-does-ai-detect-threats-in-encrypted-traffic-without-decryption\">AI\ub294 \ubcf5\ud638\ud654 \uc5c6\uc774 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d\uc5d0\uc11c \uc704\ud611\uc744 \uc5b4\ub5bb\uac8c \ud0d0\uc9c0\ud569\ub2c8\uae4c?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI\ub294 \ud2b8\ub798\ud53d \uba54\ud0c0\ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uba85\ub839 \ubc0f \uc81c\uc5b4 \ud2b8\ub798\ud53d, \ub370\uc774\ud130 \uc720\ucd9c \ubc0f \uce21\uba74 \uc774\ub3d9\uacfc \uac19\uc740 \uc77c\ubc18\uc801\uc778 \ud615\ud0dc\uc758 \uc545\uc758\uc801 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \ud0d0\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. AI\uac00 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d\uc5d0\uc11c \uc778\uc2dd\ud560 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \uc8fc\uc694 \ud328\ud134\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ube44\ucf58 \uc2e0\ud638<\/li>\n\n\n\n<li>\ube44\uc815\uc0c1\uc801\uc778 TLS \uc554\ud638 \uc0ac\uc6a9<\/li>\n\n\n\n<li>\ube44\uc815\uc0c1\uc801\uc778 \ud2b8\ub798\ud53d \ubaa9\uc801\uc9c0<\/li>\n\n\n\n<li>\ubd88\uc77c\uce58\ud558\ub294 SNI\uc640 \uc778\uc99d\uc11c<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc9c0\ud45c\ub4e4\uc740 \uae30\uc5c5 \ud658\uacbd \ub0b4\uc5d0\uc11c \uc545\uc131 \ud2b8\ub798\ud53d\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc740 \uce68\uc785 \ubc29\uc9c0 \uc2dc\uc2a4\ud15c(IPS) \ubc0f \uc545\uc131 \ucf54\ub4dc \ubc29\uc9c0 \uc5d4\uc9c4\uc5d0 \uc758\ud574 \ubcf5\ud638\ud654\ub97c \uc704\ud574 \ud50c\ub798\uadf8\uac00 \uc9c0\uc815\ub420 \uc218 \uc788\uc73c\uba70, \ubcf4\uc548, \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638 \ubc0f \uc131\ub2a5\uc758 \uade0\ud615\uc744 \ub9de\ucda5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-examples-of-ai-features-and-models-in-use\">\uc0ac\uc6a9 \uc911\uc778 AI \uae30\ub2a5 \ubc0f \ubaa8\ub378\uc758 \uc608<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654 \ud2b8\ub798\ud53d \ubd84\uc11d \uc194\ub8e8\uc158\uc740 \uc545\uc131 \ud2b8\ub798\ud53d\uc744 \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \ub2e4\uc591\ud55c \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \ubb38\uc81c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>TLS \ud578\ub4dc\uc170\uc774\ud06c \uc9c0\ubb38<\/li>\n\n\n\n<li>\ud750\ub984 \ud1b5\uacc4<\/li>\n\n\n\n<li>\uc11c\ubc84 \ud3c9\ud310 \uc810\uc218<\/li>\n\n\n\n<li>\ud504\ub85c\ud1a0\ucf5c \uc774\uc0c1<\/li>\n\n\n\n<li>\ud589\ub3d9 \uae30\uc900\uc120<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \ub3c4\uad6c\ub294 \uc704\ud611\uc744 \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \uac10\ub3c5 \ud559\uc2b5 \ub610\ub294 \ube44\uac10\ub3c5 \ud559\uc2b5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac10\ub3c5 \ubaa8\ub378\uc740 \ub808\uc774\ube14\uc774 \uc9c0\uc815\ub41c \uc545\uc131\/\uc591\uc131 \ud2b8\ub798\ud53d\uc744 \uae30\ubc18\uc73c\ub85c \ud6c8\ub828\ub418\uc5b4 \uc54c\ub824\uc9c4 \uc704\ud611\uc744 \uc2dd\ubcc4\ud558\uace0, \ube44\uac10\ub3c5 \ubaa8\ub378\uc740 \uc0c8\ub85c\uc6b4 \uc704\ud611 \ud0d0\uc9c0\ub97c \uc704\ud574 &#8216;\uc815\uc0c1&#8217; \ud589\ub3d9\uc5d0\uc11c\uc758 \ud3b8\ucc28\ub97c \ubc1c\uacac\ud569\ub2c8\ub2e4. \ucd94\uac00\ub85c, \uc77c\ubd80 \ud50c\ub7ab\ud3fc\uc740 AI\uc640 \ud568\uaed8 \uc704\ud611 \uc815\ubcf4 \ud53c\ub4dc \ubc0f \uaddc\uce59 \uae30\ubc18 \ub17c\ub9ac\ub97c \ud1b5\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-which-tls-handshake-and-flow-attributes-matter-most\">\uc5b4\ub5a4 TLS \ud578\ub4dc\uc170\uc774\ud06c \ubc0f \ud750\ub984 \uc18d\uc131\uc774 \uac00\uc7a5 \uc911\uc694\ud569\ub2c8\uae4c?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">TLS \ud578\ub4dc\uc170\uc774\ud06c\ub294 TLS \uc138\uc158\uc744 \ud611\uc0c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uba70, \ud569\ubc95\uc801\uc778 \ud2b8\ub798\ud53d\uacfc \uc545\uc131 \ud2b8\ub798\ud53d\uc744 \uad6c\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \uc720\uc6a9\ud55c \uc815\ubcf4\uac00 \ud48d\ubd80\ud558\uac8c \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. AI \uae30\ubc18 \uc554\ud638\ud654 \ud2b8\ub798\ud53d \ubd84\uc11d \uc194\ub8e8\uc158\uc774 \uc870\uc0ac\ud558\ub294 \uba87 \uac00\uc9c0 \uc911\uc694\ud55c \ud544\ub4dc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc554\ud638<\/li>\n\n\n\n<li>\ubc84\uc804<\/li>\n\n\n\n<li>\uc778\uc99d\uc11c \ud544\ub4dc<\/li>\n\n\n\n<li>SNI<\/li>\n\n\n\n<li>\uc138\uc158 \uc7ac\uac1c \ud589\ub3d9<\/li>\n\n\n\n<li>JA3 \uc2a4\ud0c0\uc77c \uc9c0\ubb38<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc6f9 \ube0c\ub77c\uc6b0\uc800\uc758 \uc0ac\uc6a9\uc790 \uc138\uc158\uc5d0\uc11c \ubc1c\uc0dd\ud558\ub294 \ud569\ubc95\uc801\uc778 \ud2b8\ub798\ud53d\uc740 \uc774\ub7ec\ud55c \uc18d\uc131\uc5d0 \ub300\ud574 \ud2b9\uc815 \uac12\uc744 \uac00\uc9d1\ub2c8\ub2e4. \ub530\ub77c\uc11c, \ubaa8\ub4e0 \ud3b8\ucc28\ub098 \uc774\uc0c1 \ud604\uc0c1\uc740 \uc2a4\ud478\ud551\ub41c \uc11c\ube44\uc2a4, \uc545\uc131 \ucf54\ub4dc \ud504\ub808\uc784\uc6cc\ud06c \ub610\ub294 \uc740\ubc00\ud55c \ucc44\ub110\uc744 \ub098\ud0c0\ub0bc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacbd\uace0 \uc2e0\ud638\ub97c \ucc3e\uc74c\uc73c\ub85c\uc368, AI \uae30\ubc18\uc758 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d \ub3c4\uad6c\ub294 C2 \ud2b8\ub798\ud53d\uacfc \uae30\ud0c0 \uc545\uc131 \ub370\uc774\ud130 \ud750\ub984\uc744 \uad6c\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-tls-inspection-fits-with-ai-based-encrypted-traffic-analysis\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uacfc TLS \uac80\uc0ac \uac04\uc758 \uad00\uacc4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">TLS \uac80\uc0ac\uc640 AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \uac80\uc0ac\ub294 \uc0c1\ud638 \ubcf4\uc644\uc801\uc778 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. AI\ub294 \uc554\ud638\ud654\ub418\uc9c0 \uc54a\uc740 \uba54\ud0c0\ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \ubcf5\ud638\ud654 \ubc0f \ub354 \uc2ec\uce35\uc801\uc778 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc131\ub2a5\uacfc \ubcf4\uc548 \uace0\ub824 \uc0ac\ud56d\uc758 \uade0\ud615\uc744 \ub9de\ucd94\uae30 \uc704\ud574, TLS \uac80\uc0ac \ubc29\ubc95\ub860\uc740 <a href=\"https:\/\/support.catonetworks.com\/hc\/en-us\/articles\/360007713437-Best-Practices-for-TLS-Inspection\">\ucd5c\uace0\uc758 \uad00\ud589<\/a>\uc744 \ub530\ub77c\uc57c \ud558\uba70, \ubcf5\ud638\ud654\ub97c \uc218\ud589\ud574\uc57c \ud560 \ub54c\uc640 \uac74\ub108\ub6f8 \uc218 \uc788\ub294 \ub54c\ub97c \uacb0\uc815\ud558\ub294 \uc815\ucc45\uc744 \uc815\uc758\ud574\uc57c \ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc2dc\uc2a4\ud15c\uc740 AI \uc0dd\uc131 \uc704\ud5d8 \uc810\uc218\uac00 \ud2b9\uc815 \uc784\uacc4\uac12\uc744 \ucd08\uacfc\ud558\ub294 \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc740 \ubcf5\ud638\ud654\uac00 \ud544\uc694\ud558\ub2e4\uace0 \uc694\uad6c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc815\ucc45\uc740 \uc740\ud589 \ubc0f \uc758\ub8cc \uc0ac\uc774\ud2b8\uc640 \uac19\uc740 \ud2b9\uc815 \uc720\ud615\uc758 \ud2b8\ub798\ud53d\uc5d0 \ub300\ud574 \ubcf5\ud638\ud654\ub97c \uc694\uad6c\ud558\uac70\ub098 \uae08\uc9c0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-benefits-and-limits-of-ai-based-encrypted-traffic-analysis\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc758 \uc774\uc810\uacfc \ud55c\uacc4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc120\ud0dd\uc801 <a href=\"https:\/\/www.catonetworks.com\/news\/cato-unveils-safe-tls-inspection\/\">\uc548\uc804\ud55c TLS \uac80\uc0ac<\/a>\uc640 \ud568\uaed8 AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc744 \ucd94\uac00\ud558\uba74 \uc870\uc9c1\uacfc \uc0ac\uc6a9\uc790\uc5d0\uac8c \uc5ec\ub7ec \uac00\uc9c0 \uc774\uc810\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uac1c\uc120\ub41c \uc131\ub2a5:<\/strong> AI\uc758 \uc554\ud638\ud654\ub418\uc9c0 \uc54a\uc740 \uba54\ud0c0\ub370\uc774\ud130 \ubd84\uc11d\uc740 \uacc4\uc0b0 \uc9d1\uc57d\uc801\uc778 \ubcf5\ud638\ud654\uc758 \ud544\uc694\uc131\uc744 \uc5c6\uc560 \ub124\ud2b8\uc6cc\ud06c \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uac15\ud654\ub41c \uac1c\uc778 \uc815\ubcf4 \ubcf4\ud638:<\/strong> \uc120\ud0dd\uc801 \ubcf5\ud638\ud654\ub294 \uc800\uc704\ud5d8 \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc744 \ubcf5\ud638\ud654\ud558\uace0 \ubd84\uc11d\ud560 \ud544\uc694\uc131\uc744 \uc5c6\uc560\uc90d\ub2c8\ub2e4.<\/li>\n\n\n\n<li><strong>\uc624\ubc84\ud5e4\ub4dc \uac10\uc18c:<\/strong> \uc120\ud0dd\uc801 \ubcf5\ud638\ud654\ub294 \uc804\uccb4 \ubcf5\ud638\ud654\ubcf4\ub2e4 \uc801\uc740 \uacc4\uc0b0 \ub2a5\ub825\uc744 \uc694\uad6c\ud558\uc5ec \ube44\uc6a9\uacfc \uc790\uc6d0 \uc694\uad6c \uc0ac\ud56d\uc744 \uc904\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uadf8\ub7ec\ub098 AI \uae30\ubc18 \ubcf5\ud638\ud654\ub294 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc774\uc9c0\ub9cc \ud55c\uacc4\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uc88b\uc740 \ub370\uc774\ud130\uc640 \ubaa8\ub378\uc774 \uc5c6\uc73c\uba74 AI \uc2dc\uc2a4\ud15c\uc740 \uc911\uc694\ud55c \uc2e4\uc218\ub97c \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc2dc\uc2a4\ud15c\uc740 \uc798\ubabb\ub41c \uae0d\uc815 \ub610\ub294 \uc798\ubabb\ub41c \ubd80\uc815\uc744 \ubc1c\uc0dd\uc2dc\ucf1c \ubd88\ud544\uc694\ud55c \ubcf5\ud638\ud654 \ub610\ub294 \uc704\ud611\uc744 \ub193\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-should-security-teams-operationalize-these-capabilities\">\ubcf4\uc548 \ud300\uc740 \uc774\ub7ec\ud55c \uae30\ub2a5\uc744 \uc5b4\ub5bb\uac8c \uc6b4\uc601\ud574\uc57c \ud569\ub2c8\uae4c?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \ubcf4\uc548 \ubc0f \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc5d0 \ubbf8\uce58\ub294 \uc7a0\uc7ac\uc801 \uc601\ud5a5\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 \uc2e0\uc911\ud558\uac8c \ubc30\ud3ec\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4. \ubaa8\ubc94 \uc0ac\ub840\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uae30\uc874 \ud50c\ub7ab\ud3fc\uc5d0\uc11c \uc0ac\uc6a9 \uac00\ub2a5\ud55c \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d \uae30\ub2a5\uc744 \ud65c\uc131\ud654\ud558\uace0 \uc815\ucc45\uc744 \uc2e0\uc911\ud558\uac8c \uc870\uc815\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uace0\uc704\ud5d8 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \uacbd\uace0\ub97c \ubd84\ub958\ud558\uace0 \uc774\ub97c \uc5d4\ub4dc\ud3ec\uc778\ud2b8, \uc2e0\uc6d0 \ubc0f \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub85c\uadf8\uc640 \uc0c1\uad00\uad00\uacc4 \uc9d3\uae30 \uc704\ud55c \ud50c\ub808\uc774\ubd81\uc744 \uc791\uc131\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc9c0\uc18d\uc801\uc778 \ubaa8\ub378 \uc870\uc815\uc744 \uc218\ud589\ud558\uace0, \ud655\uc778\ub41c \uc0ac\uac74\uacfc \ubb34\ud574\ud55c \uc0ac\ub840\ub97c \uc2dc\uc2a4\ud15c\uc5d0 \ub2e4\uc2dc \ud53c\ub4dc\ud558\uc5ec \ubaa8\ub378\uc744 \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d\uacfc \uac1c\uc778 \uc815\ubcf4\uac00 \uad00\ub828\ub420 \ub54c \ub124\ud2b8\uc6cc\ud06c, \ubcf4\uc548 \ubc0f \uaddc\uc815 \uc900\uc218 \ud300 \uac04\uc758 \uc18c\uc720\uad8c\uc744 \uba85\ud655\ud788 \uc815\uc758\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-faqs-about-ai-based-encrypted-traffic-analysis\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc5d0 \ub300\ud55c \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-is-ai-based-encrypted-traffic-analysis-different-from-ssl-decryption\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 SSL \ubcf5\ud638\ud654\uc640 \uc5b4\ub5bb\uac8c \ub2e4\ub985\ub2c8\uae4c?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \uc138\uc158 \uba54\ud0c0\ub370\uc774\ud130 \ubc0f \uc554\ud638\ud654\ub41c \uc138\uc158\uc758 \ub2e4\ub978 \ube44\uc554\ud638\ud654 \uc815\ubcf4\ub97c \uc0b4\ud3b4\ubcf4\uc544 \ubcf5\ud638\ud654 \uc5c6\uc774 \uc545\uc131 \ud2b8\ub798\ud53d\uc744 \uc2dd\ubcc4\ud558\ub824\uace0 \ud569\ub2c8\ub2e4. \uc774\ub294 \uc804\uccb4 SSL \ubcf5\ud638\ud654\ubcf4\ub2e4 \uacc4\uc0b0 \ube44\uc6a9\uc774 \ub35c \ub4e4\uace0 \uce68\ud574\uc801\uc774\uc9c0 \uc54a\uc744 \uc218 \uc788\uc73c\uba70, \ubcf5\ud638\ud654\ub41c \ud2b8\ub798\ud53d\uc5d0 \ub300\ud55c \ub354 \uae4a\uc740 \ubd84\uc11d\uc774 \ud544\uc694\ud55c \uc138\uc158\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \uc88b\uc740 \uc635\uc158\uc774 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-does-encrypted-traffic-analysis-replace-tls-inspection\">\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc774 TLS \uac80\uc0ac\ub97c \ub300\uccb4\ud569\ub2c8\uae4c?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc544\ub2c8\uc694, \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uacfc TLS \uac80\uc0ac\ub294 \uc0c1\ud638 \ubcf4\uc644\uc801\uc778 \uc194\ub8e8\uc158\uc785\ub2c8\ub2e4. \uc545\uc131 \uc138\uc158\uc744 \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \uc870\uc9c1\uc774 \ubaa8\ub4e0 \ud2b8\ub798\ud53d\uc744 \ubcf5\ud638\ud654\ud560 \ud544\uc694\ub97c \ud53c\ud558\uace0 \ub300\uc2e0 \uc704\ud5d8\ud55c \uc138\uc158\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub294 \uc790\uc6d0 \uc9d1\uc57d\uc801\uc778 \ubcf5\ud638\ud654 \uc0ac\uc6a9\uc744 \uc904\uc5ec \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\uace0 \ubcf4\uc548\uc744 \uc800\ud574\ud558\uc9c0 \uc54a\uc73c\uba74\uc11c \uc0ac\uc6a9\uc790 \uac1c\uc778 \uc815\ubcf4\ub97c \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-types-of-threats-are-best-detected-with-encrypted-traffic-analysis\">\uc5b4\ub5a4 \uc720\ud615\uc758 \uc704\ud611\uc774 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc73c\ub85c \uac00\uc7a5 \uc798 \ud0d0\uc9c0\ub429\ub2c8\uae4c?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \uc77c\ubc18\uc801\uc778 \uad6c\uc870\uc801 \ud328\ud134\uc744 \uac00\uc9c4 \uc545\uc131 \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \uac00\uc7a5 \uc801\ud569\ud569\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0\ub294 \uba85\ub839 \ubc0f \uc81c\uc5b4(C2) \ud2b8\ub798\ud53d, \ub370\uc774\ud130 \uc720\ucd9c, \ubd07\ub137 \ud1b5\uc2e0 \ubc0f \uc545\uc131 \uc18c\ud504\ud2b8\uc6e8\uc5b4 \uc2dd\ubcc4\uc774 \ud3ec\ud568\ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-how-does-ai-based-encrypted-traffic-analysis-impact-user-privacy\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc774 \uc0ac\uc6a9\uc790 \uac1c\uc778 \uc815\ubcf4\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \ubaa8\ub4e0 \ub124\ud2b8\uc6cc\ud06c \uc138\uc158\uc744 \ubcf5\ud638\ud654\ud558\uace0 \uac80\uc0ac\ud560 \ud544\uc694\uc131\uc744 \uc5c6\uc571\ub2c8\ub2e4. \uc774\ub294 \ucd94\uac00 \uac80\ud1a0\ub97c \uc704\ud574 \ud45c\uc2dc\ub418\uc9c0 \uc54a\uc740 \ub124\ud2b8\uc6cc\ud06c \ud328\ud0b7\uc5d0 \ud3ec\ud568\ub41c \ub370\uc774\ud130\uac00 \ubcf4\uc548 \uc7a5\uce58\uc5d0 \uc758\ud574 \uc808\ub300 \uac80\uc0ac\ub418\uc9c0 \uc54a\uae30 \ub54c\ubb38\uc5d0 \uac1c\uc778 \uc815\ubcf4\ub97c \ud5a5\uc0c1\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-should-organizations-look-for-when-evaluating-solutions\">\uc870\uc9c1\uc774 \uc194\ub8e8\uc158\uc744 \ud3c9\uac00\ud560 \ub54c \ubb34\uc5c7\uc744 \ucc3e\uc544\uc57c \ud560\uae4c\uc694?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d \uc194\ub8e8\uc158\uc740 \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ud154\ub808\uba54\ud2b8\ub9ac\uc640 \uc774\ub97c \ud3c9\uac00\ud558\ub294 \ub370 \uc0ac\uc6a9\ud558\ub294 \ubaa8\ub378\ub9cc\ud07c\ub9cc \uc720\ud6a8\ud569\ub2c8\ub2e4. \ub2e4\ub978 \uc911\uc694\ud55c \uae30\ub2a5\uc73c\ub85c\ub294 \uc870\uc9c1\uc758 \uc804\uccb4 IT \ud658\uacbd\uc5d0 \ub300\ud55c \ucee4\ubc84\ub9ac\uc9c0\uc640 \ub2e4\ub978 \ubcf4\uc548 \ub3c4\uad6c\uc640\uc758 \ud1b5\ud569\uc774 \ud3ec\ud568\ub418\uba70, \uc774\uc0c1\uc801\uc73c\ub85c\ub294 \ud1b5\ud569\ub41c SSE\/SASE \ubc30\ud3ec\uc758 \uc77c\ubd80\ub85c \uc774\ub8e8\uc5b4\uc838\uc57c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-do-ai-security-vulnerabilities-affect-encrypted-traffic-analysis\">AI \ubcf4\uc548 \ucde8\uc57d\uc810\uc774 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc5d0 \uc5b4\ub5a4 \uc601\ud5a5\uc744 \ubbf8\uce60\uae4c\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 \uac15\ub825\ud55c \ub3c4\uad6c\uac00 \ub420 \uc218 \uc788\uc9c0\ub9cc, \ub2e4\ub978 AI \uc2dc\uc2a4\ud15c\uacfc \ub9c8\ucc2c\uac00\uc9c0\ub85c \ub3d9\uc77c\ud55c \uc704\ud611\uc5d0 \ucde8\uc57d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uacf5\uaca9\uc790\ub294 \ud6c8\ub828 \ub370\uc774\ud130\ub97c \uc624\uc5fc\uc2dc\ud0a4\uac70\ub098 AI \ubaa8\ub378\uc5d0 \uc758\ud574 \ud0d0\uc9c0\ub97c \ud53c\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc2dc\uc2a4\ud15c\uc5d0 \uc81c\uacf5\ub418\ub294 \ud154\ub808\uba54\ud2b8\ub9ac\uc758 \ub9f9\uc810\uacfc \uc545\uc131 \ud2b8\ub798\ud53d \ud0d0\uc9c0\ub97c \uc704\ud55c AI \uc2e0\ud638\uc5d0 \ub300\ud55c \uacfc\ub3c4\ud55c \uc758\uc874\uc740 \uacf5\uaca9\uc774 \ube60\uc838\ub098\uac00\ub3c4\ub85d \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7ec\ud55c \uc704\ud611\uc744 \uad00\ub9ac\ud558\uae30 \uc704\ud574 \uc870\uc9c1\uc740 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc744 \uc704\ud55c \uac15\ub825\ud55c \uac70\ubc84\ub10c\uc2a4 \ubaa8\ub378\uc744 \uad6c\ud604\ud574\uc57c \ud569\ub2c8\ub2e4. \uc9c0\uc18d\uc801\uc778 \ubaa8\ub2c8\ud130\ub9c1, \ud53c\ub4dc\ubc31 \ub8e8\ud504 \ubc0f \uba85\ud655\ud55c \uc815\ucc45 \uac00\ub4dc\ub808\uc77c\uc740 \uc2dc\uc2a4\ud15c\uc5d0 \ub300\ud55c \uc7a0\uc7ac\uc801 \uc704\ud5d8\uacfc \ud0d0\uc9c0 \ub204\ub77d\uc758 \uc704\ud611\uc744 \uad00\ub9ac\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uacb0\uad6d, AI \uae30\ubc18 \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 TLS \uac80\uc0ac\uc758 \ubcf4\uc644 \ub3c4\uad6c\ub85c, \ubcf5\ud638\ud654\uac00 \ud544\uc694\ud55c \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc5d0 \ub300\ud55c \uad50\uc721\ub41c \uc9c0\uce68\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc798 \uc124\uacc4\ub41c \ub124\ud2b8\uc6cc\ud06c \ubcf4\uc548 \ud504\ub85c\uadf8\ub7a8\uc740 TLS \uac80\uc0ac, \uc554\ud638\ud654\ub41c \ud2b8\ub798\ud53d \ubd84\uc11d \ubc0f \uac15\ub825\ud55c \uac70\ubc84\ub10c\uc2a4\ub97c \uacb0\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>AI \uae30\ubc18 \uc554\ud638\ud654 \ud2b8\ub798\ud53d \ubd84\uc11d\uc740 AI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc758\uc2ec\uc2a4\ub7fd\uac70\ub098 \uc545\uc758\uc801\uc778 \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud750\ub984\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc774\ub294 \uc77c\ubc18\uc801\uc73c\ub85c \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc758 \uc554\ud638\ud654\ub418\uc9c0 \uc54a\uc740 \uc18d\uc131\uc744 \ubd84\uc11d\ud558\uc5ec \ucd5c\uc18c\ud55c\uc758 \ub610\ub294 \uc804\ud600 \ud398\uc774\ub85c\ub4dc\ub97c \ubcf5\ud638\ud654\ud558\uc9c0 \uc54a\uace0 \uc218\ud589\ub429\ub2c8\ub2e4. \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud2b8\ub798\ud53d\uc740 \uc628\ub77c\uc778 \ud504\ub77c\uc774\ubc84\uc2dc\uc640 \ubcf4\uc548\uc744 \uac15\ud654\ud558\ub294 \uc218\ub2e8\uc73c\ub85c \uc810\uc810 \ub354 \uc77c\ubc18\ud654\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uae00\uacfc \ub2e4\ub978 \uc870\uc9c1\ub4e4\uc740 \uc554\ud638\ud654\ub41c \ub124\ud2b8\uc6cc\ud06c \ud504\ub85c\ud1a0\ucf5c \uc0ac\uc6a9\uc744 \uac15\ub825\ud788 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