{"id":11587,"date":"2026-05-26T22:25:43","date_gmt":"2026-05-26T15:25:43","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-ra-mat-kiem-soat-xuat-notebook-ngan-chan-ro-ri-du-lieu-nhay-cam\/"},"modified":"2026-05-28T14:24:49","modified_gmt":"2026-05-28T07:24:49","slug":"microsoft-fabric-ra-mat-kiem-soat-xuat-notebook-ngan-chan-ro-ri-du-lieu-nhay-cam","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-fabric-ra-mat-kiem-soat-xuat-notebook-ngan-chan-ro-ri-du-lieu-nhay-cam\/","title":{"rendered":"Microsoft Fabric ra m\u1eaft ki\u1ec3m so\u00e1t xu\u1ea5t Notebook, ng\u0103n ch\u1eb7n r\u00f2 r\u1ec9 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m"},"content":{"rendered":"<p>Ng\u00e0y 20\/05\/2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t t\u00ednh n\u0103ng b\u1ea3o m\u1eadt quan tr\u1ecdng cho Microsoft Fabric, cho ph\u00e9p doanh nghi\u1ec7p ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd vi\u1ec7c xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb notebook. T\u00ednh n\u0103ng Notebook Export Control m\u1edbi gi\u00fap ng\u0103n ch\u1eb7n nguy c\u01a1 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, m\u1ed9t v\u1ea5n \u0111\u1ec1 nh\u1ee9c nh\u1ed1i \u0111\u1ed1i v\u1edbi c\u00e1c ng\u00e0nh c\u00f3 quy \u0111\u1ecbnh nghi\u00eam ng\u1eb7t nh\u01b0 t\u00e0i ch\u00ednh, y t\u1ebf v\u00e0 ch\u00ednh ph\u1ee7.<\/p>\n<h2>T\u1ea1i sao ki\u1ec3m so\u00e1t xu\u1ea5t Notebook l\u1ea1i quan tr\u1ecdng?<\/h2>\n<p>C\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 d\u1eef li\u1ec7u trong doanh nghi\u1ec7p th\u01b0\u1eddng xuy\u00ean s\u1eed d\u1ee5ng notebook \u0111\u1ec3 kh\u00e1m ph\u00e1, l\u1eb7p l\u1ea1i nhanh v\u00e0 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m. Tuy nhi\u00ean, s\u1ef1 linh ho\u1ea1t n\u00e0y \u0111i k\u00e8m v\u1edbi r\u1ee7i ro: notebook c\u00f3 th\u1ec3 v\u00f4 t\u00ecnh l\u00e0m l\u1ed9 schema, chi ti\u1ebft k\u1ebft n\u1ed1i v\u00e0 c\u00e1c b\u1ea3n xem tr\u01b0\u1edbc d\u1eef li\u1ec7u, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea3i d\u1eef li\u1ec7u ra ngo\u00e0i c\u00e1c ranh gi\u1edbi \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd.<\/p>\n<p>Vi\u1ec7c xu\u1ea5t d\u1eef li\u1ec7u c\u1ee5c b\u1ed9 t\u1ea1o ra m\u1ed9t b\u1ea3n sao kh\u00f4ng \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t c\u1ee7a d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, n\u1eb1m ngo\u00e0i v\u00e0nh \u0111ai b\u1ea3o m\u1eadt c\u1ee7a Fabric. T\u00ednh n\u0103ng Notebook Export Control \u0111\u01b0\u1ee3c Microsoft gi\u1edbi thi\u1ec7u \u0111\u1ec3 gi\u1ea3i quy\u1ebft tr\u1ef1c ti\u1ebfp l\u1ed7 h\u1ed5ng n\u00e0y, \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u tu\u00e2n th\u1ee7 v\u00e0 b\u1ea3o m\u1eadt t\u1eeb c\u00e1c doanh nghi\u1ec7p, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 c\u00e1c n\u1ec1n t\u1ea3ng Databricks v\u00e0 Snowflake.<\/p>\n<h2>Gi\u1edbi thi\u1ec7u Notebook Export Control trong Microsoft Fabric<\/h2>\n<p>Notebook Export Control l\u00e0 m\u1ed9t t\u00ednh n\u0103ng b\u1ea3o m\u1eadt m\u1edbi \u1edf c\u1ea5p \u0111\u1ed9 <strong>tenant<\/strong> (to\u00e0n t\u1ed5 ch\u1ee9c) v\u00e0 <strong>workspace<\/strong> (kh\u00f4ng gian l\u00e0m vi\u1ec7c), cho ph\u00e9p qu\u1ea3n tr\u1ecb vi\u00ean ch\u1eb7n c\u00e1c h\u00e0nh \u0111\u1ed9ng t\u1ea3i xu\u1ed1ng notebook v\u00e0 xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb c\u00e1c <strong>DataFrame<\/strong>. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u00f3ng l\u1ea1i m\u1ed9t vector <em>data exfiltration<\/em> (h\u00e0nh vi tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u tr\u00e1i ph\u00e9p) quan tr\u1ecdng.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/e85adbeab5.png\" alt=\"C\u00e0i \u0111\u1eb7t Notebook Export Control trong Fabric Admin Portal\" \/><\/figure>\n<p>C\u1ee5 th\u1ec3, t\u00ednh n\u0103ng n\u00e0y cung c\u1ea5p c\u00e1c t\u00f9y ch\u1ecdn cho qu\u1ea3n tr\u1ecb vi\u00ean \u0111\u1ec3 qu\u1ea3n l\u00fd vi\u1ec7c ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3:<\/p>\n<ul>\n<li>T\u1ea3i xu\u1ed1ng c\u00e1c notebook t\u1eeb workspace c\u1ee7a Fabric.<\/li>\n<li>Xu\u1ea5t ho\u1eb7c t\u1ea3i xu\u1ed1ng d\u1eef li\u1ec7u t\u1eeb c\u00e1c b\u1ea3n xem tr\u01b0\u1edbc DataFrame ngay trong notebook.<\/li>\n<\/ul>\n<p>C\u00e1c bi\u1ec7n ph\u00e1p ki\u1ec3m so\u00e1t n\u00e0y \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ng\u0103n ch\u1eb7n vi\u1ec7c r\u00f2 r\u1ec9 d\u1eef li\u1ec7u do v\u00f4 t\u00ecnh ho\u1eb7c c\u00f3 ch\u1ee7 \u00fd, trong khi v\u1eabn cho ph\u00e9p c\u00e1c nh\u00f3m c\u1ed9ng t\u00e1c an to\u00e0n trong m\u00f4i tr\u01b0\u1eddng Fabric.<\/p>\n<h2>C\u01a1 ch\u1ebf ho\u1ea1t \u0111\u1ed9ng v\u00e0 ph\u1ea1m vi \u00e1p d\u1ee5ng<\/h2>\n<p>Microsoft Fabric hi\u1ec7n bao g\u1ed3m m\u1ed9t c\u00e0i \u0111\u1eb7t \u1edf c\u1ea5p tenant trong m\u1ee5c <strong>Tenant Settings \u2192 Export and sharing<\/strong>, cho ph\u00e9p qu\u1ea3n tr\u1ecb vi\u00ean tenant ki\u1ec3m so\u00e1t h\u00e0nh vi xu\u1ea5t notebook tr\u00ean to\u00e0n b\u1ed9 t\u1ed5 ch\u1ee9c.<\/p>\n<ul>\n<li><strong>Khi b\u1eadt:<\/strong> Ng\u01b0\u1eddi d\u00f9ng c\u00f3 quy\u1ec1n ph\u00f9 h\u1ee3p c\u00f3 th\u1ec3 t\u1ea3i xu\u1ed1ng notebook v\u00e0 xu\u1ea5t d\u1eef li\u1ec7u.<\/li>\n<li><strong>Khi t\u1eaft:<\/strong> Vi\u1ec7c t\u1ea3i xu\u1ed1ng notebook s\u1ebd b\u1ecb ch\u1eb7n. C\u00e1c t\u00f9y ch\u1ecdn xu\u1ea5t d\u1eef li\u1ec7u v\u00e0 t\u1ea3i b\u1ea3ng t\u1eeb DataFrame s\u1ebd b\u1ecb lo\u1ea1i b\u1ecf \u0111\u1ed1i v\u1edbi t\u1ea5t c\u1ea3 ng\u01b0\u1eddi d\u00f9ng, bao g\u1ed3m c\u1ea3 qu\u1ea3n tr\u1ecb vi\u00ean workspace.<\/li>\n<\/ul>\n<p>\u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt c\u1ee7a t\u1ed5 ch\u1ee9c s\u1ebd \u0111\u01b0\u1ee3c \u01b0u ti\u00ean v\u00e0 \u00e1p d\u1ee5ng tr\u00ean to\u00e0n di\u1ec7n, m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng cho c\u00e1c m\u00f4i tr\u01b0\u1eddng c\u00f3 quy \u0111\u1ecbnh ch\u1eb7t ch\u1ebd.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/2301d5f7a2.png\" alt=\"K\u00edch ho\u1ea1t c\u00e0i \u0111\u1eb7t ki\u1ec3m so\u00e1t xu\u1ea5t d\u1eef li\u1ec7u \u1edf c\u1ea5p tenant.\" \/><\/figure>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/05\/aad4328de7.png\" alt=\"Giao di\u1ec7n notebook v\u1edbi c\u00e1c t\u00f9y ch\u1ecdn t\u1ea3i xu\u1ed1ng \u0111\u00e3 b\u1ecb v\u00f4 hi\u1ec7u h\u00f3a do ch\u00ednh s\u00e1ch t\u1eeb tenant.\" \/><\/figure>\n<h3>C\u00e1c k\u1ecbch b\u1ea3n b\u1ecb ch\u1eb7n v\u00e0 kh\u00f4ng b\u1ecb \u1ea3nh h\u01b0\u1edfng<\/h3>\n<p>Khi t\u00ednh n\u0103ng ki\u1ec3m so\u00e1t xu\u1ea5t b\u1ecb t\u1eaft, c\u00e1c h\u00e0nh \u0111\u1ed9ng sau s\u1ebd b\u1ecb <strong>ch\u1eb7n<\/strong>:<\/p>\n<ul>\n<li>T\u1ea3i xu\u1ed1ng notebook d\u01b0\u1edbi d\u1ea1ng t\u1ec7p.<\/li>\n<li>T\u1ea3i xu\u1ed1ng b\u1ea3ng t\u1eeb c\u00e1c b\u1ea3n xem tr\u01b0\u1edbc DataFrame.<\/li>\n<li>Xu\u1ea5t d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb trong notebook ra h\u1ec7 th\u1ed1ng c\u1ee5c b\u1ed9.<\/li>\n<\/ul>\n<p>C\u00e1c ho\u1ea1t \u0111\u1ed9ng sau <strong>kh\u00f4ng b\u1ecb \u1ea3nh h\u01b0\u1edfng<\/strong>, \u0111\u1ea3m b\u1ea3o n\u0103ng su\u1ea5t c\u1ee7a l\u1eadp tr\u00ecnh vi\u00ean v\u1eabn nguy\u00ean v\u1eb9n:<\/p>\n<ul>\n<li>C\u1ed9ng t\u00e1c trong workspace.<\/li>\n<li>Th\u1ef1c thi logic v\u00e0 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u c\u1ee7a notebook.<\/li>\n<li>\u0110\u1ecdc v\u00e0 ghi d\u1eef li\u1ec7u trong <strong>OneLake<\/strong>.<\/li>\n<li>S\u1eed d\u1ee5ng d\u1eef li\u1ec7u an to\u00e0n \u1edf c\u00e1c b\u01b0\u1edbc sau th\u00f4ng qua c\u00e1c tr\u1ea3i nghi\u1ec7m \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd c\u1ee7a Fabric.<\/li>\n<\/ul>\n<h2>L\u1ee3i \u00edch cho \u0111\u1ed9i ng\u0169 b\u1ea3o m\u1eadt doanh nghi\u1ec7p<\/h2>\n<p>Notebook Export Control l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a m\u00f4 h\u00ecnh b\u1ea3o m\u1eadt to\u00e0n di\u1ec7n c\u1ee7a Fabric, c\u00f4ng nh\u1eadn notebook l\u00e0 c\u00e1c c\u1ea5u ph\u1ea7n m\u1ea1nh m\u1ebd, c\u1ea7n \u0111\u01b0\u1ee3c qu\u1ea3n tr\u1ecb m\u1ed9t c\u00e1ch t\u01b0\u1eddng minh.<\/p>\n<p>C\u00e1c l\u1ee3i \u00edch ch\u00ednh cho doanh nghi\u1ec7p bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>Gi\u1ea3m r\u1ee7i ro n\u1ed9i b\u1ed9 v\u00e0 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u do v\u00f4 t\u00ecnh:<\/strong> H\u1ea1n ch\u1ebf c\u00e1c \u0111\u01b0\u1eddng ra kh\u00f4ng \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t c\u1ee7a d\u1eef li\u1ec7u.<\/li>\n<li><strong>H\u1ed7 tr\u1ee3 tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh v\u00e0 ki\u1ec3m to\u00e1n:<\/strong> Cung c\u1ea5p b\u1eb1ng ch\u1ee9ng v\u1ec1 vi\u1ec7c ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u ch\u1eb7t ch\u1ebd.<\/li>\n<li><strong>Th\u1ef1c thi ch\u00ednh s\u00e1ch t\u1eadp trung:<\/strong> Qu\u1ea3n tr\u1ecb vi\u00ean tenant c\u00f3 th\u1ec3 \u00e1p \u0111\u1eb7t ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt nh\u1ea5t qu\u00e1n.<\/li>\n<li><strong>Ph\u00f9 h\u1ee3p v\u1edbi chi\u1ebfn l\u01b0\u1ee3c Zero Trust:<\/strong> Nh\u1ea5t qu\u00e1n v\u1edbi tri\u1ebft l\u00fd kh\u00f4ng tin t\u01b0\u1edfng m\u1eb7c \u0111\u1ecbnh v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u (Data Loss Prevention &#8211; DLP).<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch lo\u1ea1i b\u1ecf c\u00e1c \u0111\u01b0\u1eddng d\u1eabn xu\u1ea5t d\u1eef li\u1ec7u kh\u00f4ng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd, Fabric cho ph\u00e9p c\u00e1c doanh nghi\u1ec7p t\u1ef1 tin \u0111\u01b0a c\u00e1c workload k\u1ef9 thu\u1eadt d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m l\u00ean n\u1ec1n t\u1ea3ng \u1edf quy m\u00f4 l\u1edbn.<\/p>\n<h2>H\u01b0\u1edbng d\u1eabn b\u1eaft \u0111\u1ea7u<\/h2>\n<p>Qu\u1ea3n tr\u1ecb vi\u00ean tenant c\u00f3 th\u1ec3 c\u1ea5u h\u00ecnh Notebook Export Control t\u1eeb Fabric Admin Portal:<\/p>\n<ol>\n<li>\u0110i\u1ec1u h\u01b0\u1edbng \u0111\u1ebfn <strong>Tenant Settings<\/strong>.<\/li>\n<li>M\u1edf m\u1ee5c <strong>Export and sharing<\/strong>.<\/li>\n<li>T\u00ecm \u0111\u1ebfn t\u00f9y ch\u1ecdn ki\u1ec3m so\u00e1t xu\u1ea5t notebook.<\/li>\n<li>B\u1eadt ho\u1eb7c t\u1eaft d\u1ef1a tr\u00ean ch\u00ednh s\u00e1ch c\u1ee7a t\u1ed5 ch\u1ee9c.<\/li>\n<\/ol>\n<p>Sau khi b\u1ecb v\u00f4 hi\u1ec7u h\u00f3a, c\u00e1c h\u1ea1n ch\u1ebf xu\u1ea5t d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng ngay l\u1eadp t\u1ee9c tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c workspace c\u1ee7a Fabric. \u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin chi ti\u1ebft, doanh nghi\u1ec7p c\u00f3 th\u1ec3 tham kh\u1ea3o t\u00e0i li\u1ec7u <a href=\"https:\/\/learn.microsoft.com\/fabric\/data-engineering\/notebook-data-export-controls\">Notebook data export controls<\/a> c\u1ee7a Microsoft.<\/p>","protected":false},"excerpt":{"rendered":"<p>Ng\u00e0y 20\/05\/2026, Microsoft \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t t\u00ednh n\u0103ng b\u1ea3o m\u1eadt quan tr\u1ecdng cho Microsoft Fabric, cho ph\u00e9p doanh nghi\u1ec7p ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd vi\u1ec7c xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb notebook. T\u00ednh n\u0103ng Notebook Export Control m\u1edbi gi\u00fap ng\u0103n ch\u1eb7n nguy c\u01a1 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, m\u1ed9t v\u1ea5n \u0111\u1ec1 nh\u1ee9c nh\u1ed1i \u0111\u1ed1i v\u1edbi c\u00e1c ng\u00e0nh c\u00f3 quy \u0111\u1ecbnh nghi\u00eam ng\u1eb7t nh\u01b0 t\u00e0i ch\u00ednh, y t\u1ebf v\u00e0 ch\u00ednh ph\u1ee7. T\u1ea1i sao ki\u1ec3m so\u00e1t xu\u1ea5t Notebook l\u1ea1i quan tr\u1ecdng? C\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 d\u1eef li\u1ec7u trong doanh nghi\u1ec7p th\u01b0\u1eddng xuy\u00ean s\u1eed d\u1ee5ng notebook \u0111\u1ec3 kh\u00e1m ph\u00e1, l\u1eb7p l\u1ea1i nhanh v\u00e0 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m. Tuy nhi\u00ean, s\u1ef1 linh&#8230;<\/p>","protected":false},"author":15,"featured_media":11584,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11587","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric ra m\u1eaft ki\u1ec3m so\u00e1t xu\u1ea5t Notebook, ng\u0103n ch\u1eb7n r\u00f2 r\u1ec9 d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m | CMC Telecom<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" 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