{"id":47526,"date":"2026-03-16T14:14:31","date_gmt":"2026-03-16T07:14:31","guid":{"rendered":"https:\/\/antoanthongtinhaiphong.gov.vn\/?p=47526"},"modified":"2026-03-18T14:15:31","modified_gmt":"2026-03-18T07:15:31","slug":"lo-hong-trong-langsmith-co-the-lam-lo-du-lieu-ai-cua-doanh-nghiep","status":"publish","type":"post","link":"https:\/\/antoanthongtinhaiphong.gov.vn\/lo-hong-trong-langsmith-co-the-lam-lo-du-lieu-ai-cua-doanh-nghiep\/","title":{"rendered":"L\u1ed7 h\u1ed5ng trong LangSmith c\u00f3 th\u1ec3 l\u00e0m l\u1ed9 d\u1eef li\u1ec7u AI c\u1ee7a doanh nghi\u1ec7p"},"content":{"rendered":"<div><b>L\u1ed7 h\u1ed5ng trong n\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t AI LangSmith v\u1eeba \u0111\u01b0\u1ee3c c\u00e1c chuy\u00ean gia ph\u00e1t hi\u1ec7n. L\u1ed7 h\u1ed5ng mang m\u00e3 CVE-2026-25750 c\u00f3 th\u1ec3 cho ph\u00e9p k\u1ebb t\u1ea5n c\u00f4ng \u0111\u00e1nh c\u1eafp token phi\u00ean \u0111\u0103ng nh\u1eadp v\u00e0 chi\u1ebfm quy\u1ec1n t\u00e0i kho\u1ea3n ng\u01b0\u1eddi d\u00f9ng. V\u1edbi vai tr\u00f2 l\u00e0 h\u1ec7 th\u1ed1ng trung t\u00e2m l\u01b0u tr\u1eef d\u1eef li\u1ec7u v\u1eadn h\u00e0nh AI, vi\u1ec7c khai th\u00e1c th\u00e0nh c\u00f4ng l\u1ed7 h\u1ed5ng n\u00e0y c\u00f3 th\u1ec3 khi\u1ebfn c\u00e1c th\u00f4ng tin nh\u1ea1y c\u1ea3m c\u1ee7a doanh nghi\u1ec7p nh\u01b0 m\u00e3 ngu\u1ed3n, truy v\u1ea5n c\u01a1 s\u1edf d\u1eef li\u1ec7u hay d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng b\u1ecb r\u00f2 r\u1ec9.<\/b><br \/>\n\u200b<\/div>\n<div>\n<div class=\"bbImageWrapper  js-lbImage\" title=\"1773651049758.png\" data-src=\"https:\/\/whitehat.vn\/attachments\/1773651049758-png.18633\/\" data-lb-sidebar-href=\"\" data-lb-caption-extra-html=\"\" data-single-image=\"1\" data-fancybox=\"lb-thread-19346\" data-caption=\"&lt;h4&gt;1773651049758.png&lt;\/h4&gt;&lt;p&gt;&lt;a href=&quot;https:&amp;#x2F;&amp;#x2F;whitehat.vn&amp;#x2F;threads&amp;#x2F;lo-hong-trong-langsmith-co-the-lam-lo-du-lieu-ai-cua-doanh-nghiep.19346&amp;#x2F;#post-44897&quot; class=&quot;js-lightboxCloser&quot;&gt;WhiteHat Team \u00b7 16&amp;#x2F;03&amp;#x2F;2026 l\u00fac 4:05 PM&lt;\/a&gt;&lt;\/p&gt;\"><img loading=\"lazy\" decoding=\"async\" class=\"bbImage\" title=\"1773651049758.png\" src=\"https:\/\/whitehat.vn\/attachments\/1773651049758-png.18633\/\" alt=\"1773651049758.png\" width=\"1600\" height=\"900\" data-url=\"\" data-zoom-target=\"1\" \/><\/div>\n<\/div>\n<div>LangSmith l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng do LangChain ph\u00e1t tri\u1ec3n, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng AI s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn. AI LangSmith ch\u00ednh l\u00e0 c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c nhi\u1ec1u doanh nghi\u1ec7p s\u1eed d\u1ee5ng \u0111\u1ec3 theo d\u00f5i, ki\u1ec3m th\u1eed v\u00e0 ph\u00e2n t\u00edch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh Large Language Models.<br \/>\nTrong m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p, LangSmith th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3:\u200b<\/div>\n<ul>\n<li data-xf-list-type=\"ul\">\n<div>Theo d\u00f5i c\u00e1c truy v\u1ea5n v\u00e0 ph\u1ea3n h\u1ed3i c\u1ee7a AI\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>Ki\u1ec3m th\u1eed h\u00e0nh vi c\u1ee7a m\u00f4 h\u00ecnh\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>Ph\u00e2n t\u00edch l\u1ed7i trong \u1ee9ng d\u1ee5ng AI\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>L\u01b0u tr\u1eef d\u1eef li\u1ec7u t\u01b0\u01a1ng t\u00e1c gi\u1eefa ng\u01b0\u1eddi d\u00f9ng v\u00e0 h\u1ec7 th\u1ed1ng\u200b<\/div>\n<\/li>\n<\/ul>\n<div>Theo c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u, n\u1ec1n t\u1ea3ng n\u00e0y x\u1eed l\u00fd g\u1ea7n m\u1ed9t t\u1ef7 s\u1ef1 ki\u1ec7n m\u1ed7i ng\u00e0y, khi\u1ebfn n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t \u0111i\u1ec3m trung t\u00e2m trong h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u AI c\u1ee7a nhi\u1ec1u t\u1ed5 ch\u1ee9c. V\u00ec v\u1eady, b\u1ea5t k\u1ef3 l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt n\u00e0o t\u1ea1i \u0111\u00e2y c\u0169ng c\u00f3 th\u1ec3 g\u00e2y \u1ea3nh h\u01b0\u1edfng l\u1edbn \u0111\u1ebfn to\u00e0n b\u1ed9 h\u1ea1 t\u1ea7ng AI c\u1ee7a doanh nghi\u1ec7p.\u200b<\/div>\n<div>L\u1ed7 h\u1ed5ng CVE-2026-25750 xu\u1ea5t ph\u00e1t t\u1eeb c\u01a1 ch\u1ebf c\u1ea5u h\u00ecnh API\u200b<\/div>\n<div>L\u1ed7 h\u1ed5ng \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n trong LangSmith Studio, giao di\u1ec7n cho ph\u00e9p nh\u00e0 ph\u00e1t tri\u1ec3n c\u1ea5u h\u00ecnh API \u0111\u1ec3 k\u1ebft n\u1ed1i c\u00e1c d\u1ecbch v\u1ee5 backend. Trong h\u1ec7 th\u1ed1ng n\u00e0y, nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 ch\u1ec9 \u0111\u1ecbnh \u0111\u1ecba ch\u1ec9 API th\u00f4ng qua tham s\u1ed1 baseUrl &#8211; t\u1ee9c \u0111\u1ecba ch\u1ec9 m\u00e1y ch\u1ee7 m\u00e0 \u1ee9ng d\u1ee5ng s\u1ebd g\u1eedi d\u1eef li\u1ec7u t\u1edbi.<br \/>\nTr\u01b0\u1edbc khi \u0111\u01b0\u1ee3c v\u00e1, LangSmith kh\u00f4ng ki\u1ec3m tra \u0111\u1ea7y \u0111\u1ee7 t\u00ean mi\u1ec1n c\u1ee7a \u0111\u1ecba ch\u1ec9 \u0111\u01b0\u1ee3c cung c\u1ea5p trong baseUrl. \u0110i\u1ec1u n\u00e0y khi\u1ebfn \u1ee9ng d\u1ee5ng v\u00f4 t\u00ecnh tin t\u01b0\u1edfng m\u1ecdi \u0111\u1ecba ch\u1ec9 do ng\u01b0\u1eddi d\u00f9ng nh\u1eadp v\u00e0o. S\u1ef1 thi\u1ebfu s\u00f3t trong qu\u00e1 tr\u00ecnh x\u00e1c th\u1ef1c n\u00e0y \u0111\u00e3 m\u1edf ra kh\u1ea3 n\u0103ng cho k\u1ebb t\u1ea5n c\u00f4ng chuy\u1ec3n h\u01b0\u1edbng l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp c\u1ee7a ng\u01b0\u1eddi d\u00f9ng sang m\u00e1y ch\u1ee7 do ch\u00fang ki\u1ec3m so\u00e1t.\u200b<\/div>\n<div>C\u01a1 ch\u1ebf khai th\u00e1c: \u0111\u00e1nh c\u1eafp token phi\u00ean \u0111\u0103ng nh\u1eadp\u200b<\/div>\n<div>Theo ph\u00e2n t\u00edch c\u1ee7a c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u b\u1ea3o m\u1eadt, k\u1ebb t\u1ea5n c\u00f4ng c\u00f3 th\u1ec3 l\u1ee3i d\u1ee5ng l\u1ed7 h\u1ed5ng n\u00e0y th\u00f4ng qua m\u1ed9t trang web \u0111\u1ed9c h\u1ea1i. Khi m\u1ed9t ng\u01b0\u1eddi d\u00f9ng \u0111ang \u0111\u0103ng nh\u1eadp v\u00e0o LangSmith truy c\u1eadp trang web do k\u1ebb t\u1ea5n c\u00f4ng ki\u1ec3m so\u00e1t, trang web \u0111\u00f3 c\u00f3 th\u1ec3 b\u00ed m\u1eadt t\u1ea3i m\u1ed9t \u0111\u01b0\u1eddng d\u1eabn LangSmith \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t.<br \/>\n\u0110\u01b0\u1eddng d\u1eabn n\u00e0y ch\u1ee9a tham s\u1ed1 baseUrl tr\u1ecf \u0111\u1ebfn m\u00e1y ch\u1ee7 c\u1ee7a k\u1ebb t\u1ea5n c\u00f4ng. Khi tr\u00ecnh duy\u1ec7t c\u1ee7a n\u1ea1n nh\u00e2n x\u1eed l\u00fd y\u00eau c\u1ea7u n\u00e0y, n\u00f3 s\u1ebd g\u1eedi c\u00e1c th\u00f4ng tin x\u00e1c th\u1ef1c phi\u00ean \u0111\u0103ng nh\u1eadp t\u1edbi m\u00e1y ch\u1ee7 \u0111\u1ed9c h\u1ea1i thay v\u00ec m\u00e1y ch\u1ee7 h\u1ee3p ph\u00e1p.<br \/>\n\u0110i\u1ec3m nguy hi\u1ec3m n\u1eb1m \u1edf ch\u1ed7 qu\u00e1 tr\u00ecnh n\u00e0y kh\u00f4ng y\u00eau c\u1ea7u ng\u01b0\u1eddi d\u00f9ng nh\u1eadp m\u1eadt kh\u1ea9u hay th\u1ef1c hi\u1ec7n b\u1ea5t k\u1ef3 thao t\u00e1c n\u00e0o. To\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh khai th\u00e1c di\u1ec5n ra \u00e2m th\u1ea7m trong n\u1ec1n.<br \/>\nSau khi \u0111\u00e1nh c\u1eafp \u0111\u01b0\u1ee3c session token, k\u1ebb t\u1ea5n c\u00f4ng c\u00f3 kho\u1ea3ng 5 ph\u00fat \u0111\u1ec3 s\u1eed d\u1ee5ng token \u0111\u00f3 \u0111\u0103ng nh\u1eadp v\u00e0o t\u00e0i kho\u1ea3n n\u1ea1n nh\u00e2n v\u00e0 chi\u1ebfm quy\u1ec1n ki\u1ec3m so\u00e1t h\u1ec7 th\u1ed1ng.\u200b<\/div>\n<div>Nh\u1eefng r\u1ee7i ro nghi\u00eam tr\u1ecdng n\u1ebfu t\u00e0i kho\u1ea3n b\u1ecb chi\u1ebfm quy\u1ec1n\u200b<\/div>\n<div>Do LangSmith n\u1eb1m \u1edf trung t\u00e2m h\u1ec7 th\u1ed1ng AI c\u1ee7a doanh nghi\u1ec7p, vi\u1ec7c chi\u1ebfm quy\u1ec1n t\u00e0i kho\u1ea3n c\u00f3 th\u1ec3 mang l\u1ea1i cho k\u1ebb t\u1ea5n c\u00f4ng quy\u1ec1n truy c\u1eadp s\u00e2u v\u00e0o d\u1eef li\u1ec7u n\u1ed9i b\u1ed9. N\u1ebfu khai th\u00e1c th\u00e0nh c\u00f4ng, k\u1ebb t\u1ea5n c\u00f4ng c\u00f3 th\u1ec3:\u200b<\/div>\n<ul>\n<li data-xf-list-type=\"ul\">\n<div>Truy xu\u1ea5t d\u1eef li\u1ec7u th\u00f4 t\u1eeb c\u00e1c c\u01a1 s\u1edf d\u1eef li\u1ec7u n\u1ed9i b\u1ed9\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>\u0110\u00e1nh c\u1eafp th\u00f4ng tin c\u00e1 nh\u00e2n nh\u1ea1y c\u1ea3m (pii)\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>Truy c\u1eadp d\u1eef li\u1ec7u y t\u1ebf ho\u1eb7c t\u00e0i ch\u00ednh \u0111\u01b0\u1ee3c x\u1eed l\u00fd b\u1edfi h\u1ec7 th\u1ed1ng ai\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>L\u1ea5y c\u1eafp system prompt &#8211; ph\u1ea7n logic quy\u1ebft \u0111\u1ecbnh c\u00e1ch ai ho\u1ea1t \u0111\u1ed9ng\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>Chi\u1ebfm \u0111o\u1ea1t t\u00e0i s\u1ea3n tr\u00ed tu\u1ec7 li\u00ean quan \u0111\u1ebfn m\u00f4 h\u00ecnh ai\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>Thay \u0111\u1ed5i c\u1ea5u h\u00ecnh d\u1ef1 \u00e1n ho\u1eb7c x\u00f3a to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng ai\u200b<\/div>\n<\/li>\n<\/ul>\n<div>\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang tri\u1ec3n khai AI trong d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, t\u00e0i ch\u00ednh ho\u1eb7c y t\u1ebf, nh\u1eefng d\u1eef li\u1ec7u n\u00e0y th\u01b0\u1eddng ch\u1ee9a th\u00f4ng tin \u0111\u1eb7c bi\u1ec7t nh\u1ea1y c\u1ea3m.\u200b<\/div>\n<div>Ph\u1ea1m vi \u1ea3nh h\u01b0\u1edfng\u200b<\/div>\n<div>Do LangSmith \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c h\u1ec7 th\u1ed1ng ph\u00e1t tri\u1ec3n AI hi\u1ec7n \u0111\u1ea1i, l\u1ed7 h\u1ed5ng n\u00e0y c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn nhi\u1ec1u t\u1ed5 ch\u1ee9c \u0111ang v\u1eadn h\u00e0nh \u1ee9ng d\u1ee5ng d\u1ef1a tr\u00ean LLM. \u0110\u1eb7c bi\u1ec7t, c\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng LangSmith \u0111\u1ec3 theo d\u00f5i d\u1eef li\u1ec7u t\u01b0\u01a1ng t\u00e1c c\u1ee7a kh\u00e1ch h\u00e0ng v\u1edbi AI c\u00f3 nguy c\u01a1 b\u1ecb r\u00f2 r\u1ec9 d\u1eef li\u1ec7u n\u1ebfu t\u00e0i kho\u1ea3n qu\u1ea3n tr\u1ecb b\u1ecb chi\u1ebfm quy\u1ec1n.<br \/>\nTuy nhi\u00ean, theo th\u00f4ng b\u00e1o ch\u00ednh th\u1ee9c t\u1eeb LangChain, hi\u1ec7n ch\u01b0a ghi nh\u1eadn tr\u01b0\u1eddng h\u1ee3p khai th\u00e1c l\u1ed7 h\u1ed5ng n\u00e0y ngo\u00e0i th\u1ef1c t\u1ebf.\u200b<\/div>\n<div>B\u1ea3n v\u00e1 b\u1ea3o m\u1eadt \u0111\u00e3 \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh\u200b<\/div>\n<div>Sau khi nh\u1eadn \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o t\u1eeb Miggo Security v\u00e0o ng\u00e0y 1\/12\/2025, nh\u00f3m ph\u00e1t tri\u1ec3n LangChain \u0111\u00e3 nhanh ch\u00f3ng tri\u1ec3n khai b\u1ea3n v\u00e1.<br \/>\nGi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng l\u00e0 thi\u1ebft l\u1eadp c\u01a1 ch\u1ebf Allowed Origins nghi\u00eam ng\u1eb7t. Theo \u0111\u00f3, c\u00e1c m\u00e1y ch\u1ee7 API m\u00e0 h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c ph\u00e9p k\u1ebft n\u1ed1i ph\u1ea3i \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh tr\u01b0\u1edbc trong danh s\u00e1ch c\u00e1c t\u00ean mi\u1ec1n \u0111\u00e1ng tin c\u1eady. C\u01a1 ch\u1ebf n\u00e0y gi\u00fap ng\u0103n ch\u1eb7n ho\u00e0n to\u00e0n vi\u1ec7c chuy\u1ec3n h\u01b0\u1edbng l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp sang c\u00e1c m\u00e1y ch\u1ee7 \u0111\u1ed9c h\u1ea1i th\u00f4ng qua tham s\u1ed1 baseUrl.<br \/>\nLangChain \u0111\u00e3 ph\u00e1t h\u00e0nh th\u00f4ng b\u00e1o b\u1ea3o m\u1eadt ch\u00ednh th\u1ee9c v\u00e0o 7\/1\/2026.\u200b<\/div>\n<div>H\u01b0\u1edbng d\u1eabn kh\u1eafc ph\u1ee5c cho t\u1ed5 ch\u1ee9c s\u1eed d\u1ee5ng LangSmith\u200b<\/div>\n<div>\u0110\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p \u0111ang s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng n\u00e0y, vi\u1ec7c c\u1eadp nh\u1eadt b\u1ea3n v\u00e1 l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n h\u1ec7 th\u1ed1ng. C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n l\u01b0u \u00fd:\u200b<\/div>\n<ul>\n<li data-xf-list-type=\"ul\">\n<div>Kh\u00e1ch h\u00e0ng s\u1eed d\u1ee5ng phi\u00ean b\u1ea3n d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y (SaaS) kh\u00f4ng c\u1ea7n th\u1ef1c hi\u1ec7n thao t\u00e1c n\u00e0o v\u00ec h\u1ec7 th\u1ed1ng \u0111\u00e3 \u0111\u01b0\u1ee3c v\u00e1 t\u1eeb ng\u00e0y 15\/12\/2025.\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>C\u00e1c h\u1ec7 th\u1ed1ng self-hosted c\u1ea7n n\u00e2ng c\u1ea5p LangSmith l\u00ean phi\u00ean b\u1ea3n 0.12.71 ho\u1eb7c Helm chart langsmith-0.12.33 ph\u00e1t h\u00e0nh ng\u00e0y 20\/12\/2025.\u200b<\/div>\n<\/li>\n<li data-xf-list-type=\"ul\">\n<div>C\u00e1c nh\u00f3m b\u1ea3o m\u1eadt n\u00ean ki\u1ec3m tra d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t AI nh\u1eb1m gi\u1ea3m thi\u1ec3u nguy c\u01a1 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u n\u1ebfu x\u1ea3y ra s\u1ef1 c\u1ed1.\u200b<\/div>\n<\/li>\n<\/ul>\n<div>S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a l\u1ed7 h\u1ed5ng CVE-2026-25750 cho th\u1ea5y c\u00e1c n\u1ec1n t\u1ea3ng h\u1ed7 tr\u1ee3 ph\u00e1t tri\u1ec3n AI, \u0111ang tr\u1edf th\u00e0nh m\u1ee5c ti\u00eau h\u1ea5p d\u1eabn \u0111\u1ed1i v\u1edbi t\u1ed9i ph\u1ea1m m\u1ea1ng. Khi AI ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u00e2u v\u00e0o ho\u1ea1t \u0111\u1ed9ng doanh nghi\u1ec7p, vi\u1ec7c b\u1ea3o v\u1ec7 c\u00e1c n\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t v\u00e0 v\u1eadn h\u00e0nh AI tr\u1edf n\u00ean quan tr\u1ecdng kh\u00f4ng k\u00e9m vi\u1ec7c b\u1ea3o v\u1ec7 ch\u00ednh c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/p>\n<p>C\u00e1c t\u1ed5 ch\u1ee9c c\u1ea7n th\u01b0\u1eddng xuy\u00ean c\u1eadp nh\u1eadt b\u1ea3n v\u00e1 b\u1ea3o m\u1eadt, ki\u1ec3m tra c\u1ea5u h\u00ecnh h\u1ec7 th\u1ed1ng v\u00e0 h\u1ea1n ch\u1ebf l\u01b0u tr\u1eef d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m kh\u00f4ng c\u1ea7n thi\u1ebft trong c\u00e1c n\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t AI, nh\u1eb1m gi\u1ea3m thi\u1ec3u r\u1ee7i ro tr\u01b0\u1edbc nh\u1eefng m\u1ed1i \u0111e d\u1ecda ng\u00e0y c\u00e0ng gia t\u0103ng trong k\u1ef7 nguy\u00ean AI.\u200b<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>L\u1ed7 h\u1ed5ng trong n\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t AI LangSmith v\u1eeba \u0111\u01b0\u1ee3c c\u00e1c chuy\u00ean gia ph\u00e1t hi\u1ec7n. L\u1ed7 h\u1ed5ng mang m\u00e3 CVE-2026-25750 c\u00f3 th\u1ec3 cho ph\u00e9p k\u1ebb t\u1ea5n c\u00f4ng \u0111\u00e1nh c\u1eafp token phi\u00ean \u0111\u0103ng nh\u1eadp v\u00e0 chi\u1ebfm quy\u1ec1n t\u00e0i kho\u1ea3n ng\u01b0\u1eddi d\u00f9ng. V\u1edbi vai tr\u00f2 l\u00e0 h\u1ec7 th\u1ed1ng trung t\u00e2m l\u01b0u tr\u1eef d\u1eef li\u1ec7u v\u1eadn h\u00e0nh [&hellip;]<\/p>\n","protected":false},"author":20,"featured_media":47527,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[3,24,35],"tags":[],"class_list":["post-47526","post","type-post","status-publish","format-standard","has-post-thumbnail","category-canh-bao-khuyen-nghi","category-tin-noi-bat","category-tin-tuc-su-kien"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts\/47526","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/comments?post=47526"}],"version-history":[{"count":1,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts\/47526\/revisions"}],"predecessor-version":[{"id":47528,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts\/47526\/revisions\/47528"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/media\/47527"}],"wp:attachment":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/media?parent=47526"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/categories?post=47526"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/tags?post=47526"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}