{"id":88773,"date":"2025-07-01T09:26:23","date_gmt":"2025-07-01T02:26:23","guid":{"rendered":"https:\/\/itviec.com\/blog\/?p=88773"},"modified":"2025-07-01T10:01:50","modified_gmt":"2025-07-01T03:01:50","slug":"devsecops-la-gi","status":"publish","type":"post","link":"https:\/\/itviec.com\/blog\/devsecops-la-gi\/","title":{"rendered":"DevSecOps l\u00e0 g\u00ec: T\u1ed5ng h\u1ee3p c\u00f4ng c\u1ee5 v\u00e0 DevSecOps best practices"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 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\" style=\"cursor:inherit\">N\u1ed9i dung b\u00e0i vi\u1ebft<\/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=\"Toggle Table of Content\"><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:\/\/itviec.com\/blog\/devsecops-la-gi\/#DevSecOps_la_gi\" >DevSecOps l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#DevSecOps_hoat_dong_nhu_the_nao\" >DevSecOps ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#Quy_trinh_chuan_de_trien_khai_DevSecOps_hieu_qua\" >Quy tr\u00ecnh chu\u1ea9n \u0111\u1ec3 tri\u1ec3n khai DevSecOps hi\u1ec7u qu\u1ea3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#Nhung_loi_ich_ma_DevSecOps_mang_lai\" >Nh\u1eefng l\u1ee3i \u00edch m\u00e0 DevSecOps mang l\u1ea1i<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#Cac_cong_cu_DevSecOps_pho_bien_nhat\" >C\u00e1c c\u00f4ng c\u1ee5 DevSecOps ph\u1ed5 bi\u1ebfn nh\u1ea5t<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#Cac_phuong_phap_tot_nhat_best_practices_trong_DevSecOps\" >C\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t (best practices) trong DevSecOps<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#Thach_thuc_hien_nay_cua_DevSecOps\" >Th\u00e1ch th\u1ee9c hi\u1ec7n nay c\u1ee7a DevSecOps<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#Cau_hoi_thuong_gap_ve_DevSecOps\" >C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 DevSecOps<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/itviec.com\/blog\/devsecops-la-gi\/#Tong_ket\" >T\u1ed5ng k\u1ebft<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><strong><em>Thay v\u00ec xem b\u1ea3o m\u1eadt nh\u01b0 m\u1ed9t b\u01b0\u1edbc ki\u1ec3m tra cu\u1ed1i c\u00f9ng, DevSecOps l\u00e0 v\u1ecb tr\u00ed sinh ra \u0111\u1ec3 th\u00fac \u0111\u1ea9y t\u01b0 duy \u201csecurity as code\u201d &#8211; t\u00edch h\u1ee3p b\u1ea3o m\u1eadt ngay t\u1eeb \u0111\u1ea7u trong quy tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c s\u1edbm c\u00e1c l\u1ed7 h\u1ed5ng, t\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 quy tr\u00ecnh, gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 b\u1ea3o v\u1ec7 h\u1ec7 th\u1ed1ng c\u0169ng nh\u01b0 d\u1eef li\u1ec7u. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 m\u00f4 h\u00ecnh DevSecOps l\u00e0 g\u00ec \u0111\u1ec3 \u00e1p d\u1ee5ng m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/em><\/strong><\/p>\n\n\n\n<p>\u0110\u1ecdc b\u00e0i vi\u1ebft n\u00e0y \u0111\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>DevSecOps l\u00e0 g\u00ec;<\/li>\n\n\n\n<li>Nh\u1eefng l\u1ee3i \u00edch DevSecOps mang l\u1ea1i;<\/li>\n\n\n\n<li>C\u00e1ch DevSecOps ho\u1ea1t \u0111\u1ed9ng;<\/li>\n\n\n\n<li>C\u00e1c c\u00f4ng c\u1ee5 DevSecOps;<\/li>\n\n\n\n<li>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t trong DevSecOps;<\/li>\n\n\n\n<li>Th\u00e1ch th\u1ee9c hi\u1ec7n nay c\u1ee7a DevSecOps.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-devsecops-la-gi\"><span class=\"ez-toc-section\" id=\"DevSecOps_la_gi\"><\/span><strong>DevSecOps l\u00e0 g\u00ec?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>DevSecOps l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a <strong>Development (ph\u00e1t tri\u1ec3n)<\/strong>, <strong>Security (b\u1ea3o m\u1eadt)<\/strong> v\u00e0 <strong>Operations (v\u1eadn h\u00e0nh)<\/strong> &#8211; m\u1ed9t m\u00f4 h\u00ecnh hi\u1ec7n \u0111\u1ea1i bi\u1ebfn b\u1ea3o m\u1eadt th\u00e0nh m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong su\u1ed1t v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m, thay v\u00ec \u0111\u1ec3 b\u1ea3o m\u1eadt l\u00e0 kh\u00e2u cu\u1ed1i c\u00f9ng sau khi \u1ee9ng d\u1ee5ng \u0111\u00e3 ho\u00e0n thi\u1ec7n.&nbsp;<\/p>\n\n\n\n<p>DevSecOps \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng t\u1eeb DevOps &#8211; m\u00f4 h\u00ecnh gi\u00fap t\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n v\u00e0 tri\u1ec3n khai ph\u1ea7n m\u1ec1m nh\u1edd vi\u1ec7c h\u1ee3p nh\u1ea5t hai vai tr\u00f2: Ph\u00e1t tri\u1ec3n (Dev) v\u00e0 V\u1eadn h\u00e0nh (Ops). Tuy nhi\u00ean, khi t\u1ed1c \u0111\u1ed9 ph\u00e1t tri\u1ec3n t\u0103ng l\u00ean, r\u00f5 r\u00e0ng l\u00e0 b\u1ea3o m\u1eadt th\u01b0\u1eddng b\u1ecb g\u1ea1t sang m\u1ed9t b\u00ean ho\u1eb7c tr\u00ec ho\u00e3n cho \u0111\u1ebfn khi k\u1ebft th\u00fac quy tr\u00ecnh, d\u1eabn \u0111\u1ebfn l\u1ed7 h\u1ed5ng v\u00e0 s\u1ef1 ch\u1eadm tr\u1ec5 t\u1ed1n k\u00e9m.<\/p>\n\n\n\n<p>S\u1ef1 chuy\u1ec3n \u0111\u1ed5i t\u1eeb DevOps sang DevSecOps v\u1edbi y\u1ebfu t\u1ed1 B\u1ea3o m\u1eadt (Sec) th\u1ec3 hi\u1ec7n l\u1eadp tr\u01b0\u1eddng ch\u1ee7 \u0111\u1ed9ng v\u1ec1 b\u1ea3o m\u1eadt, trong \u0111\u00f3 m\u1ed1i \u0111e d\u1ecda v\u00e0 l\u1ed7 h\u1ed5ng ti\u1ec1m \u1ea9n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft li\u00ean t\u1ee5c v\u00e0 vi\u1ec7c tu\u00e2n th\u1ee7 b\u1ea3o m\u1eadt l\u00e0 m\u1ed1i quan t\u00e2m h\u00e0ng \u0111\u1ea7u. M\u1ee5c ti\u00eau l\u1edbn nh\u1ea5t c\u1ee7a DevSecOps l\u00e0 duy tr\u00ec s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa tri\u1ec3n khai nhanh ch\u00f3ng v\u00e0 b\u1ea3o m\u1eadt m\u1ea1nh m\u1ebd, sao cho c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt kh\u00f4ng c\u1ea3n tr\u1edf t\u1ed1c \u0111\u1ed9 v\u00e0 hi\u1ec7u qu\u1ea3.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-devsecops-ho\u1ea1t-d\u1ed9ng-nh\u01b0-th\u1ebf-nao\"><span class=\"ez-toc-section\" id=\"DevSecOps_hoat_dong_nhu_the_nao\"><\/span><strong>DevSecOps ho\u1ea1t \u0111\u1ed9ng nh\u01b0 th\u1ebf n\u00e0o?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0110\u1ec3 hi\u1ec3u c\u00e1ch DevSecOps v\u1eadn h\u00e0nh, tr\u01b0\u1edbc ti\u00ean c\u1ea7n hi\u1ec3u v\u1ec1 n\u1ec1n t\u1ea3ng c\u1ee7a DevSecOps l\u00e0 <a href=\"https:\/\/itviec.com\/blog\/moi-quan-he-giua-ci-cd-devops\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>DevOps<\/strong> v\u00e0 <strong>CI\/CD<\/strong><\/a>.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/itviec.com\/blog\/devops-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">DevOps<\/a>: <\/strong>L\u00e0 ph\u01b0\u01a1ng ph\u00e1p s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 th\u00fac \u0111\u1ea9y s\u1ef1 c\u1ed9ng t\u00e1c, giao ti\u1ebfp v\u00e0 minh b\u1ea1ch h\u01a1n gi\u1eefa nh\u00f3m ph\u00e1t tri\u1ec3n v\u00e0 v\u1eadn h\u00e0nh. Nh\u1edd \u0111\u00f3, c\u00f4ng ty gi\u1ea3m \u0111\u01b0\u1ee3c th\u1eddi gian ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m trong khi v\u1eabn linh ho\u1ea1t thay \u0111\u1ed5i.\u00a0<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/itviec.com\/blog\/ci-cd-la-gi\/\" target=\"_blank\" rel=\"noreferrer noopener\">CI\/CD<\/a>:<\/strong> CI\/CD l\u00e0 ph\u01b0\u01a1ng ph\u00e1p ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i s\u1eed d\u1ee5ng c\u00e1c b\u01b0\u1edbc x\u00e2y d\u1ef1ng v\u00e0 ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng \u0111\u1ec3 cung c\u1ea5p c\u00e1c thay \u0111\u1ed5i nh\u1ecf cho \u1ee9ng d\u1ee5ng m\u1ed9t c\u00e1ch \u0111\u00e1ng tin c\u1eady v\u00e0 hi\u1ec7u qu\u1ea3. Developer s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 CI\/CD (v\u00ed d\u1ee5 nh\u01b0 AWS CodePipeline) \u0111\u1ec3 ki\u1ec3m th\u1eed nhanh v\u00e0 li\u00ean t\u1ee5c c\u1eadp nh\u1eadt c\u00e1c phi\u00ean b\u1ea3n m\u1edbi c\u1ee7a \u1ee9ng d\u1ee5ng l\u00ean m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf.<\/li>\n<\/ul>\n\n\n\n<p>Nh\u01b0 v\u1eady <strong>DevSecOps<\/strong> k\u1ebf th\u1eeba c\u00e1c nguy\u00ean t\u1eafc tr\u00ean, nh\u01b0ng b\u1ed5 sung m\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng l\u00e0 b\u1ea3o m\u1eadt (Security) cho ho\u1ea1t \u0111\u1ed9ng DevOps, b\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p \u0111\u00e1nh gi\u00e1 b\u1ea3o m\u1eadt trong su\u1ed1t qu\u00e1 tr\u00ecnh CI\/CD.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 b\u1ea3o m\u1eadt kh\u00f4ng c\u00f2n l\u00e0 nhi\u1ec7m v\u1ee5 ri\u00eang c\u1ee7a nh\u00f3m b\u1ea3o m\u1eadt, m\u00e0 tr\u1edf th\u00e0nh tr\u00e1ch nhi\u1ec7m chung gi\u1eefa t\u1ea5t c\u1ea3 th\u00e0nh vi\u00ean trong nh\u00f3m tham gia x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m. Nh\u00f3m ph\u00e1t tri\u1ec3n h\u1ee3p t\u00e1c v\u1edbi nh\u00f3m b\u1ea3o m\u1eadt tr\u01b0\u1edbc khi h\u1ecd vi\u1ebft b\u1ea5t k\u1ef3 m\u00e3 n\u00e0o. T\u01b0\u01a1ng t\u1ef1 nh\u01b0 v\u1eady, c\u00e1c nh\u00f3m v\u1eadn h\u00e0nh ti\u1ebfp t\u1ee5c theo d\u00f5i ph\u1ea7n m\u1ec1m \u0111\u1ec3 t\u00ecm v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt sau khi tri\u1ec3n khai.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-quy-trinh-chu\u1ea9n-d\u1ec3-tri\u1ec3n-khai-devsecops-hi\u1ec7u-qu\u1ea3\"><span class=\"ez-toc-section\" id=\"Quy_trinh_chuan_de_trien_khai_DevSecOps_hieu_qua\"><\/span><strong>Quy tr\u00ecnh chu\u1ea9n \u0111\u1ec3 tri\u1ec3n khai DevSecOps hi\u1ec7u qu\u1ea3<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>M\u1ed9t quy tr\u00ecnh DevSecOps hi\u1ec7u qu\u1ea3 y\u00eau c\u1ea7u s\u1ef1 ph\u1ed1i h\u1ee3p ch\u1eb7t ch\u1ebd gi\u1eefa c\u00e1c nh\u00f3m v\u1edbi t\u1eebng b\u01b0\u1edbc c\u1ee5 th\u1ec3 nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e2n t\u00edch m\u00e3 ngu\u1ed3n (Code analysis): \u0110i\u1ec1u tra m\u00e3 ngu\u1ed3n c\u1ee7a \u1ee9ng d\u1ee5ng \u0111\u1ec3 t\u00ecm l\u1ed7 h\u1ed5ng v\u00e0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng \u1ee9ng d\u1ee5ng tu\u00e2n th\u1ee7 c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt t\u1ed1t nh\u1ea5t.<\/li>\n\n\n\n<li>Qu\u1ea3n l\u00fd thay \u0111\u1ed5i (Change management): Nh\u00f3m ph\u00e1t tri\u1ec3n s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 qu\u1ea3n l\u00fd thay \u0111\u1ed5i \u0111\u1ec3 theo d\u00f5i, qu\u1ea3n l\u00fd v\u00e0 b\u00e1o c\u00e1o v\u1ec1 thay \u0111\u1ed5i li\u00ean quan \u0111\u1ebfn ph\u1ea7n m\u1ec1m. \u0110i\u1ec1u n\u00e0y ng\u0103n ng\u1eeba l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt v\u00f4 \u00fd do thay \u0111\u1ed5i ph\u1ea7n m\u1ec1m.<\/li>\n\n\n\n<li>Qu\u1ea3n l\u00fd tu\u00e2n th\u1ee7 (Compliance management): Nh\u00f3m ph\u00e1t tri\u1ec3n \u0111\u1ea3m b\u1ea3o r\u1eb1ng ph\u1ea7n m\u1ec1m tu\u00e2n th\u1ee7 y\u00eau c\u1ea7u theo quy \u0111\u1ecbnh. V\u00ed d\u1ee5, Developer s\u1eed d\u1ee5ng AWS CloudHSM \u0111\u1ec3 ch\u1ee9ng minh vi\u1ec7c tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh v\u1ec1 b\u1ea3o m\u1eadt, quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 ch\u1ed1ng gi\u1ea3 m\u1ea1o nh\u01b0 HIPAA, FedRAMP v\u00e0 PCI.<\/li>\n\n\n\n<li>M\u00f4 h\u00ecnh h\u00f3a m\u1ed1i \u0111e d\u1ecda (Threat modeling): Nh\u00f3m DevSecOps \u0111i\u1ec1u tra v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt ph\u00e1t sinh tr\u01b0\u1edbc v\u00e0 sau khi tri\u1ec3n khai \u1ee9ng d\u1ee5ng. H\u1ecd kh\u1eafc ph\u1ee5c m\u1ecdi s\u1ef1 c\u1ed1 \u0111\u00e3 bi\u1ebft v\u00e0 ph\u00e1t h\u00e0nh phi\u00ean b\u1ea3n c\u1eadp nh\u1eadt c\u1ee7a \u1ee9ng d\u1ee5ng.<\/li>\n\n\n\n<li>\u0110\u00e0o t\u1ea1o b\u1ea3o m\u1eadt (Security training): Bao g\u1ed3m \u0111\u00e0o t\u1ea1o Software Developer v\u00e0 nh\u00f3m v\u1eadn h\u00e0nh v\u1edbi h\u01b0\u1edbng d\u1eabn b\u1ea3o m\u1eadt m\u1edbi nh\u1ea5t, gi\u00fap h\u1ecd ch\u1ee7 \u0111\u1ed9ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh b\u1ea3o m\u1eadt \u0111\u1ed9c l\u1eadp khi x\u00e2y d\u1ef1ng v\u00e0 tri\u1ec3n khai \u1ee9ng d\u1ee5ng.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-nh\u1eefng-l\u1ee3i-ich-ma-devsecops-mang-l\u1ea1i\"><span class=\"ez-toc-section\" id=\"Nhung_loi_ich_ma_DevSecOps_mang_lai\"><\/span><strong>Nh\u1eefng l\u1ee3i \u00edch m\u00e0 DevSecOps mang l\u1ea1i<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cung-c\u1ea5p-ph\u1ea7n-m\u1ec1m-nhanh-chong-ti\u1ebft-ki\u1ec7m\"><strong>Cung c\u1ea5p ph\u1ea7n m\u1ec1m nhanh ch\u00f3ng, ti\u1ebft ki\u1ec7m<\/strong><\/h3>\n\n\n\n<p>Trong m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n kh\u00f4ng \u00e1p d\u1ee5ng DevSecOps, c\u00e1c v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt th\u01b0\u1eddng b\u1ecb ph\u00e1t hi\u1ec7n mu\u1ed9n, d\u1eabn \u0111\u1ebfn t\u1ed1n th\u1eddi gian v\u00e0 chi ph\u00ed. Khi b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p ngay t\u1eeb \u0111\u1ea7u, DevSecOps gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 ti\u1ebft ki\u1ec7m b\u1eb1ng c\u00e1ch gi\u1ea3m thi\u1ec3u c\u00e1c b\u01b0\u1edbc l\u1eb7p l\u1ea1i kh\u00f4ng c\u1ea7n thi\u1ebft \u0111\u1ec3 kh\u1eafc ph\u1ee5c l\u1ed7 h\u1ed5ng sau n\u00e0y.<\/p>\n\n\n\n<p>Vi\u1ec7c n\u00e0y c\u0169ng gi\u00fap lo\u1ea1i b\u1ecf c\u00e1c \u0111\u00e1nh gi\u00e1 b\u1ea3o m\u1eadt tr\u00f9ng l\u1eb7p v\u00e0 h\u1ea1n ch\u1ebf vi\u1ec7c ph\u1ea3i x\u00e2y d\u1ef1ng l\u1ea1i h\u1ec7 th\u1ed1ng, t\u1eeb \u0111\u00f3 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng m\u00e3 ngu\u1ed3n v\u00e0 hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-c\u1ea3i-thi\u1ec7n-kh\u1ea3-nang-ch\u1ee7-d\u1ed9ng-b\u1ea3o-m\u1eadt\"><strong>C\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng ch\u1ee7 \u0111\u1ed9ng b\u1ea3o m\u1eadt<\/strong><\/h3>\n\n\n\n<p>DevSecOps cho ph\u00e9p xem x\u00e9t, qu\u00e9t v\u00e0 ki\u1ec3m tra b\u1ea3o m\u1eadt li\u00ean t\u1ee5c trong su\u1ed1t v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. C\u00e1c v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd k\u1ecbp th\u1eddi, tr\u01b0\u1edbc khi c\u00f3 th\u00eam c\u00e1c th\u00e0nh ph\u1ea7n ph\u1ee5 thu\u1ed9c (dependency) \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o h\u1ec7 th\u1ed1ng.&nbsp;<\/p>\n\n\n\n<p>Ngo\u00e0i ra, s\u1ef1 h\u1ee3p t\u00e1c t\u1ed1t h\u01a1n gi\u1eefa c\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n, b\u1ea3o m\u1eadt v\u00e0 v\u1eadn h\u00e0nh s\u1ebd c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng ph\u1ea3n \u1ee9ng c\u1ee7a t\u1ed5 ch\u1ee9c \u0111\u1ed1i v\u1edbi s\u1ef1 c\u1ed1. C\u00e1c ho\u1ea1t \u0111\u1ed9ng DevSecOps r\u00fat ng\u1eafn th\u1eddi gian v\u00e1 l\u1ed7 h\u1ed5ng v\u00e0 gi\u1ea3i ph\u00f3ng c\u00e1c nh\u00f3m b\u1ea3o m\u1eadt \u0111\u1ec3 h\u1ecd t\u1eadp trung v\u00e0o c\u00f4ng vi\u1ec7c c\u00f3 gi\u00e1 tr\u1ecb cao h\u01a1n. Ho\u1ea1t \u0111\u1ed9ng n\u00e0y c\u0169ng gi\u00fap \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh tu\u00e2n th\u1ee7, gi\u00fap d\u1ef1 \u00e1n ph\u00e1t tri\u1ec3n \u1ee9ng d\u1ee5ng kh\u00f4ng c\u1ea7n \u201cgia c\u1ed1\u201d th\u00eam b\u1ea3o m\u1eadt sau n\u00e0y.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-tang-t\u1ed1c-qua-trinh-va-l\u1ed7-h\u1ed5ng-b\u1ea3o-m\u1eadt\"><strong>T\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh v\u00e1 l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt<\/strong><\/h3>\n\n\n\n<p>M\u1ed9t l\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a DevSecOps l\u00e0 t\u1ed1c \u0111\u1ed9 qu\u1ea3n l\u00fd nhanh ch\u00f3ng c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt m\u1edbi ph\u00e1t sinh. Khi vi\u1ec7c qu\u00e9t v\u00e0 v\u00e1 l\u1ed7 h\u1ed5ng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o chu tr\u00ecnh ph\u00e1t h\u00e0nh ph\u1ea7n m\u1ec1m, th\u1eddi gian ph\u00e1t hi\u1ec7n v\u00e0 x\u1eed l\u00fd c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt &#8211; ch\u1eb3ng h\u1ea1n nh\u01b0 CVE (Common Vulnerabilities and Exposures) &#8211; \u0111\u01b0\u1ee3c r\u00fat ng\u1eafn.<\/p>\n\n\n\n<p>\u0110i\u1ec1u n\u00e0y h\u1ea1n ch\u1ebf t\u1ed1i \u0111a kho\u1ea3ng th\u1eddi gian m\u00e0 tin t\u1eb7c c\u00f3 th\u1ec3 khai th\u00e1c c\u00e1c l\u1ed7 h\u1ed5ng trong h\u1ec7 th\u1ed1ng \u0111ang ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-t\u1ef1-d\u1ed9ng-hoa-phu-h\u1ee3p-v\u1edbi-mo-hinh-phat-tri\u1ec3n-hi\u1ec7n-d\u1ea1i\"><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u00f9 h\u1ee3p v\u1edbi m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n hi\u1ec7n \u0111\u1ea1i<\/strong><\/h3>\n\n\n\n<p>DevSecOps t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 ki\u1ec3m th\u1eed b\u1ea3o m\u1eadt v\u00e0o quy tr\u00ecnh ki\u1ec3m th\u1eed t\u1ef1 \u0111\u1ed9ng, \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p v\u1edbi m\u00f4 h\u00ecnh ph\u00e1t tri\u1ec3n CI\/CD (Continuous Integration \/ Continuous Delivery). M\u1ee9c \u0111\u1ed9 t\u1ef1 \u0111\u1ed9ng h\u00f3a ki\u1ec3m th\u1eed ph\u1ee5 thu\u1ed9c v\u00e0o t\u1eebng d\u1ef1 \u00e1n v\u00e0 m\u1ee5c ti\u00eau c\u1ee7a t\u1ed5 ch\u1ee9c, nh\u01b0ng c\u00e1c quy tr\u00ecnh ph\u1ed5 bi\u1ebfn bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>X\u00e1c nh\u1eadn c\u00e1c g\u00f3i ph\u1ee5 thu\u1ed9c ph\u1ea7n m\u1ec1m (software dependencies) \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p \u0111ang \u1edf c\u00e1c phi\u00ean b\u1ea3n v\u00e1 l\u1ed7i ph\u00f9 h\u1ee3p<\/li>\n\n\n\n<li>X\u00e1c nh\u1eadn ph\u1ea7n m\u1ec1m v\u01b0\u1ee3t qua c\u00e1c b\u00e0i ki\u1ec3m tra \u0111\u01a1n v\u1ecb v\u1ec1 b\u1ea3o m\u1eadt (security unit testing)<\/li>\n\n\n\n<li>Ki\u1ec3m th\u1eedv\u00e0 b\u1ea3o m\u1eadt m\u00e3 ngu\u1ed3n b\u1eb1ng ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch t\u0129nh (static analysis) v\u00e0 ph\u00e2n t\u00edch \u0111\u1ed9ng (dynamic analysis) tr\u01b0\u1edbc khi b\u1ea3n c\u1eadp nh\u1eadt cu\u1ed1i c\u00f9ng \u0111\u01b0\u1ee3c \u0111\u1ea9y l\u00ean m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-qua-trinh-l\u1eb7p-l\u1ea1i-va-kh\u1ea3-nang-thich-\u1ee9ng-cao\"><strong>Qu\u00e1 tr\u00ecnh l\u1eb7p l\u1ea1i v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng cao<\/strong><\/h3>\n\n\n\n<p>DevSecOps h\u1ed7 tr\u1ee3 quy tr\u00ecnh c\u00f3 t\u00ednh l\u1eb7p l\u1ea1i v\u00e0 kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng cao, \u0111\u1ea3m b\u1ea3o r\u1eb1ng b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng nh\u1ea5t qu\u00e1n tr\u00ean to\u00e0n b\u1ed9 m\u00f4i tr\u01b0\u1eddng, ngay c\u1ea3 khi m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n thay \u0111\u1ed5i \u0111\u1ec3 \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u m\u1edbi.<\/p>\n\n\n\n<p>M\u1ed9t h\u1ec7 th\u1ed1ng DevSecOps tr\u01b0\u1edfng th\u00e0nh s\u1ebd s\u1edf h\u1eefu n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc v\u1ec1 t\u1ef1 \u0111\u1ed9ng h\u00f3a, qu\u1ea3n l\u00fd c\u1ea5u h\u00ecnh, \u0111i\u1ec1u ph\u1ed1i h\u1ec7 th\u1ed1ng (orchestration), c\u00f4ng ngh\u1ec7 container, c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng b\u1ea5t bi\u1ebfn (immutable infrastructure) v\u00e0 c\u1ea3 m\u00f4i tr\u01b0\u1eddng kh\u00f4ng m\u00e1y ch\u1ee7 (serverless computing).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-cac-cong-c\u1ee5-devsecops-ph\u1ed5-bi\u1ebfn-nh\u1ea5t\"><span class=\"ez-toc-section\" id=\"Cac_cong_cu_DevSecOps_pho_bien_nhat\"><\/span><strong>C\u00e1c c\u00f4ng c\u1ee5 DevSecOps ph\u1ed5 bi\u1ebfn nh\u1ea5t<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Nh\u00f3m c\u00f4ng c\u1ee5<\/strong><\/td><td><strong>T\u00ean c\u00f4ng c\u1ee5<\/strong><\/td><\/tr><tr><td rowspan=\"4\">C\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/td><td>CodeAI<\/td><\/tr><tr><td>B\u1ed9 c\u00f4ng c\u1ee5 Parasoft<\/td><\/tr><tr><td>Red Hat Ansible Automation<\/td><\/tr><tr><td>StackStorm<\/td><\/tr><tr><td rowspan=\"4\">C\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt container<\/td><td>Aqua Security (CNAPP)<\/td><\/tr><tr><td>Calico Open Source<\/td><\/tr><tr><td>Clair<\/td><\/tr><tr><td>Trivy<\/td><\/tr><tr><td rowspan=\"3\">C\u00f4ng c\u1ee5 ki\u1ec3m tra \u0111\u00e1m m\u00e2y<\/td><td>AppScan on Cloud<\/td><\/tr><tr><td>AWS Security Service (Amazon GuardDuty, Amazon Inspector, AWS Identity and Access Management (IAM), AWS Shield, AWS WAF (Web Application Firewall), Amazon VPC Security Groups &amp; Network ACLs, AWS CloudHSM&#8230;)<\/td><\/tr><tr><td>ThreatModeler<\/td><\/tr><tr><td rowspan=\"10\">C\u00f4ng c\u1ee5 ki\u1ec3m tra b\u1ea3o m\u1eadt \u1ee9ng d\u1ee5ng<\/td><td>Veracode<\/td><\/tr><tr><td>SNYK &#8211; Software Composition Analysis (SCA)<\/td><\/tr><tr><td>Checkmarx CxSAST<\/td><\/tr><tr><td>SonarQube<\/td><\/tr><tr><td>Fortify WebInspect<\/td><\/tr><tr><td>New Relic<\/td><\/tr><tr><td>ELK with Kibana<\/td><\/tr><tr><td>OWASP ZAP<\/td><\/tr><tr><td>GitHub CodeQL<\/td><\/tr><tr><td>GitLab\/GitHub Security Scanning<\/td><\/tr><tr><td rowspan=\"5\">C\u00f4ng c\u1ee5 Infrastructure as Code (IaC) Scanning<\/td><td>Checkov<\/td><\/tr><tr><td>Terrascan<\/td><\/tr><tr><td>TFLint<\/td><\/tr><tr><td>Kubescape<\/td><\/tr><tr><td>Spectral<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-1-cong-c\u1ee5-t\u1ef1-d\u1ed9ng-hoa\"><strong>1. C\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/h3>\n\n\n\n<p>T\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng (v\u00e0 \u0111\u00f4i khi kh\u00f4ng th\u1ec3 thi\u1ebfu) c\u1ee7a quy tr\u00ecnh ph\u00e1t tri\u1ec3n hi\u1ec7n \u0111\u1ea1i. T\u1ef1 \u0111\u1ed9ng h\u00f3a gi\u00fap c\u00e1c nh\u00f3m DevSecOps t\u00edch h\u1ee3p b\u1ea3o m\u1eadt trong su\u1ed1t t\u1ea5t c\u1ea3 c\u00e1c giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n m\u00e0 kh\u00f4ng l\u00e0m ch\u1eadm quy tr\u00ecnh.&nbsp;<\/p>\n\n\n\n<p>Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a cho quy tr\u00ecnh DevSecOps:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-codeai\"><a href=\"https:\/\/www.codeai.studio\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>CodeAI<\/strong><\/a><\/h4>\n\n\n\n<p>CodeAI t\u1ef1 \u0111\u1ed9ng t\u00ecm v\u00e0 s\u1eeda l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt trong m\u00e3 ngu\u1ed3n. \u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111i\u1ec1u n\u00e0y, CodeAI s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 deep learning \u0111\u1ec3 gi\u00fap Developer t\u00ecm ra v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p cho t\u1eebng v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt. QbitLogic &#8211; nh\u00e0 cung c\u1ea5p \u0111\u1eb1ng sau CodeAI, \u0111\u00e3 \u0111\u00e0o t\u1ea1o gi\u1ea3i ph\u00e1p b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng h\u00e0ng tri\u1ec7u bug-fix sample th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-b\u1ed9-cong-c\u1ee5-parasoft\"><a href=\"https:\/\/www.parasoft.com\/\"><strong>B\u1ed9 c\u00f4ng c\u1ee5 Parasoft<\/strong><\/a><\/h4>\n\n\n\n<p>Parasoft cung c\u1ea5p m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec1u kh\u00eda c\u1ea1nh ki\u1ec3m tra b\u1ea3o m\u1eadt ph\u00e1t tri\u1ec3n, bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Parasoft C\/C++test &#8211; x\u00e1c \u0111\u1ecbnh l\u1ed7i ngay t\u1eeb \u0111\u1ea7u trong chu k\u1ef3 ph\u00e1t tri\u1ec3n;<\/li>\n\n\n\n<li>Parasoft Insure++ &#8211; t\u00ecm ra l\u1ed7i l\u1eadp tr\u00ecnh v\u00e0 l\u1ed7i truy c\u1eadp b\u1ed9 nh\u1edb b\u1ea5t th\u01b0\u1eddng;<\/li>\n\n\n\n<li>Parasoft Jtest &#8211; \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1eb7c bi\u1ec7t cho th\u1eed nghi\u1ec7m ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m;<\/li>\n\n\n\n<li>Java Parasoft dotTEST &#8211; b\u1ed5 sung cho c\u00e1c c\u00f4ng c\u1ee5 Visual Studio v\u1edbi kh\u1ea3 n\u0103ng bao ph\u1ee7 n\u00e2ng cao v\u00e0 ph\u00e2n t\u00edch t\u0129nh chuy\u00ean s\u00e2u.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-red-hat-ansible-automation\"><a href=\"https:\/\/www.redhat.com\/en\/technologies\/management\/ansible\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Red Hat Ansible Automation<\/strong><\/a><\/h4>\n\n\n\n<p>C\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a gi\u00fap b\u1ea1n t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c lo\u1ea1i t\u00e1c v\u1ee5 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u1ea5p ph\u00e1t h\u1ea1 t\u1ea7ng (Provisioning): Ansible c\u00f3 th\u1ec3 thi\u1ebft l\u1eadp m\u00e1y ch\u1ee7 cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng.&nbsp;<\/li>\n\n\n\n<li>Qu\u1ea3n l\u00fd c\u1ea5u h\u00ecnh (Configuration management): Ansible cho ph\u00e9p t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c thay \u0111\u1ed5i c\u1ea5u h\u00ecnh cho \u1ee9ng d\u1ee5ng, thi\u1ebft b\u1ecb ho\u1eb7c h\u1ec7 \u0111i\u1ec1u h\u00e0nh. N\u00f3 c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u v\u00e0 d\u1eebng d\u1ecbch v\u1ee5, tri\u1ec3n khai ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt, c\u1eadp nh\u1eadt ho\u1eb7c c\u00e0i \u0111\u1eb7t \u1ee9ng d\u1ee5ng,&#8230;<\/li>\n\n\n\n<li>Tri\u1ec3n khai \u1ee9ng d\u1ee5ng: Ansible c\u1ea3i thi\u1ec7n quy tr\u00ecnh DevOps b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng tri\u1ec3n khai \u1ee9ng d\u1ee5ng v\u00e0o h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t, gi\u00fap t\u0103ng t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 d\u1ec5 d\u00e0ng.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-stackstorm\"><a href=\"https:\/\/stackstorm.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>StackStorm<\/strong><\/a><\/h4>\n\n\n\n<p>N\u1ec1n t\u1ea3ng cho runbook t\u1ef1 \u0111\u1ed9ng h\u00f3a, \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n theo s\u1ef1 ki\u1ec7n v\u00e0 h\u1ed7 tr\u1ee3 Infrastructure as Code (IoC). StackStorm s\u1eed d\u1ee5ng c\u00e1c quy t\u1eafc \u201cif-then\u201d \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c. Khi s\u1ef1 ki\u1ec7n k\u00edch ho\u1ea1t x\u1ea3y ra, StackStorm s\u1ebd ki\u1ec3m tra c\u00e1c quy t\u1eafc, ch\u1ea1y c\u00e1c h\u01b0\u1edbng d\u1eabn c\u00f3 li\u00ean quan, th\u1ef1c thi l\u1ec7nh th\u00edch h\u1ee3p v\u00e0 cung c\u1ea5p k\u1ebft qu\u1ea3.&nbsp;<\/p>\n\n\n\n<p>StackStorm cho ph\u00e9p b\u1ea1n ph\u00e2n chia c\u00e1c t\u00e1c v\u1ee5 nh\u1ecf, sau \u0111\u00f3 b\u1ea1n s\u1eafp x\u1ebfp th\u00e0nh c\u00e1c t\u00e1c v\u1ee5 l\u1edbn h\u01a1n. C\u00f4ng c\u1ee5 n\u00e0y l\u00fd t\u01b0\u1edfng cho c\u00e1c team SRE (Site Reliability Engineering), h\u1ed7 tr\u1ee3 x\u00e2y d\u1ef1ng quy tr\u00ecnh ph\u1ea3n \u1ee9ng b\u1ea3o m\u1eadt ho\u1eb7c kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-2-cong-c\u1ee5-b\u1ea3o-m\u1eadt-container\"><strong>2. C\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt container<\/strong><\/h3>\n\n\n\n<p>C\u00f4ng ngh\u1ec7 b\u1ea3o m\u1eadt container gi\u00fap \u0111\u1ea3m b\u1ea3o container v\u00e0 c\u00e1c th\u00e0nh ph\u1ea7n li\u00ean quan \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh an to\u00e0n v\u00e0 kh\u00f4ng c\u00f3 l\u1ed7 h\u1ed5ng. Sau \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt container \u0111\u01b0\u1ee3c \u01b0a chu\u1ed9ng trong DevSecOps:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-aqua-security-cnapp\"><a href=\"https:\/\/www.aquasec.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Aqua Security (CNAPP)<\/strong><\/a><\/h4>\n\n\n\n<p>Aqua Security cung c\u1ea5p Cloud Native Application Protection Platform (CNAPP) \u0111\u1ec3 b\u1ea3o v\u1ec7 m\u1ea1nh m\u1ebd cho c\u00e1c \u1ee9ng d\u1ee5ng t\u1eeb qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n \u0111\u1ebfn s\u1ea3n xu\u1ea5t tr\u00ean nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng \u0111\u00e1m m\u00e2y kh\u00e1c nhau. B\u1ed9 t\u00ednh n\u0103ng c\u1ee7a Aqua Security bao g\u1ed3m b\u1ea3o m\u1eadt container, b\u1ea3o v\u1ec7 th\u1eddi gian ch\u1ea1y v\u00e0 qu\u1ea3n l\u00fd t\u01b0 th\u1ebf b\u1ea3o m\u1eadt \u0111\u00e1m m\u00e2y (CSPM).<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-trivy\"><a href=\"https:\/\/trivy.dev\/latest\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Trivy<\/strong><\/a><\/h4>\n\n\n\n<p>C\u00f4ng c\u1ee5 qu\u00e9t l\u1ed7 h\u1ed5ng m\u00e3 ngu\u1ed3n m\u1edf cho container images, filesystem v\u00e0 Git repositories. Trivy n\u1ed5i b\u1eadt v\u1edbi t\u1ed1c \u0111\u1ed9 qu\u00e9t nhanh, \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p d\u1ec5 d\u00e0ng v\u00e0o c\u00e1c quy tr\u00ecnh CI\/CD \u0111\u1ec3 ki\u1ec3m tra c\u00e1c container images tr\u01b0\u1edbc khi tri\u1ec3n khai.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-calico-open-source\"><a href=\"https:\/\/www.tigera.io\/tigera-products\/calico\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Calico Open Source<\/strong><\/a><\/h4>\n\n\n\n<p>C\u00f4ng c\u1ee5 m\u1ea1ng v\u00e0 b\u1ea3o m\u1eadt container ph\u1ed5 bi\u1ebfn, \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng tr\u00ean h\u01a1n 1,5 tri\u1ec7u node m\u1ed7i ng\u00e0y t\u1ea1i 166 qu\u1ed1c gia. Calico h\u1ed7 tr\u1ee3 nhi\u1ec1u n\u1ec1n t\u1ea3ng bao g\u1ed3m Kubernetes, OpenShift, Docker EE, OpenStack v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 bare metal.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-clair\"><a href=\"https:\/\/github.com\/quay\/clair\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Clair<\/strong><\/a><\/h4>\n\n\n\n<p>Clair thu th\u1eadp th\u00f4ng tin t\u1eeb nhi\u1ec1u ngu\u1ed3n d\u1eef li\u1ec7u v\u1ec1 l\u1ed7 h\u1ed5ng, bao g\u1ed3m c\u00e1c c\u01a1 s\u1edf d\u1eef li\u1ec7u CVE nh\u01b0 Ubuntu CVE Tracker, Red Hat Security Data v\u00e0 Debian Security Bug Tracker. N\u00f3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 th\u1ef1c hi\u1ec7n static analysis v\u1ec1 c\u00e1c l\u1ed7 h\u1ed5ng c\u1ee7a container.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-notary\"><a href=\"https:\/\/tlsnotary.org\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Notary<\/strong><\/a><\/h4>\n\n\n\n<p>H\u1ea7u h\u1ebft c\u00e1c publisher, bao g\u1ed3m c\u1ea3 kho l\u01b0u tr\u1eef container, \u0111\u1ec1u s\u1eed d\u1ee5ng TLS \u0111\u1ec3 b\u1ea3o m\u1eadt th\u00f4ng tin li\u00ean l\u1ea1c c\u1ee7a h\u1ecd v\u1edbi m\u00e1y ch\u1ee7 web. Tuy nhi\u00ean, TLS kh\u00f4ng gi\u00fap b\u1ea3o v\u1ec7 ch\u1ed1ng l\u1ea1i c\u00e1c m\u00e1y ch\u1ee7 b\u1ecb x\u00e2m ph\u1ea1m. N\u1ebfu m\u00e1y ch\u1ee7 b\u1ecb x\u00e2m ph\u1ea1m, TLS kh\u00f4ng th\u1ec3 ng\u0103n ch\u1eb7n m\u00e1y ch\u1ee7 thay th\u1ebf n\u1ed9i dung h\u1ee3p ph\u00e1p b\u1eb1ng n\u1ed9i dung \u0111\u1ed9c h\u1ea1i. Notary c\u00f3 th\u1ec3 gi\u00fap ng\u0103n ch\u1eb7n c\u00e1c s\u1ef1 c\u1ed1 n\u00e0y x\u1ea3y ra.\u00a0<\/p>\n\n\n\n<p>D\u1ef1 \u00e1n Notary d\u1ef1a tr\u00ean The Update Framework (TUF), m\u1ed9t thi\u1ebft k\u1ebf an to\u00e0n gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u00e2n ph\u1ed1i v\u00e0 c\u1eadp nh\u1eadt ph\u1ea7n m\u1ec1m. C\u00f4ng c\u1ee5 n\u00e0y cho ph\u00e9p c\u00e1c publisher l\u00ean n\u1ed9i dung ngo\u1ea1i tuy\u1ebfn b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng key \u0111\u01b0\u1ee3c gi\u1eef an to\u00e0n cao.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-3-cong-c\u1ee5-ki\u1ec3m-tra-dam-may\"><strong>3. C\u00f4ng c\u1ee5 ki\u1ec3m tra \u0111\u00e1m m\u00e2y<\/strong><\/h3>\n\n\n\n<p>C\u00e1c c\u00f4ng c\u1ee5 ki\u1ec3m tra \u0111\u00e1m m\u00e2y cung c\u1ea5p m\u00f4i tr\u01b0\u1eddng ki\u1ec3m th\u1eed d\u00e0nh ri\u00eang cho \u0111\u00e1m m\u00e2y, bao g\u1ed3m t\u1ea5t c\u1ea3 c\u00e1c c\u1ea5u h\u00ecnh software &#8211; hardware c\u1ea7n thi\u1ebft. H\u1ea7u h\u1ebft c\u00e1c n\u1ec1n t\u1ea3ng ki\u1ec3m th\u1eed d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y \u0111\u1ec1u t\u00edch h\u1ee3p v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 DevSecOps v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c CI\/CD.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-appscan-on-cloud\"><a href=\"https:\/\/cloud.appscan.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>AppScan on Cloud<\/strong><\/a><\/h4>\n\n\n\n<p>Cung c\u1ea5p m\u1ed9t b\u1ed9 c\u00f4ng c\u1ee5 ki\u1ec3m tra b\u1ea3o m\u1eadt, ch\u1eb3ng h\u1ea1n nh\u01b0 ki\u1ec3m tra dynamic, interactive v\u00e0 static testing cho c\u00e1c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, m\u00e3 ngu\u1ed3n m\u1edf v\u00e0 web. C\u00f4ng c\u1ee5 n\u00e0y gi\u00fap ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c nhanh ch\u00f3ng c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt ph\u1ed5 bi\u1ebfn.&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-aws-security-service\"><a href=\"https:\/\/aws.amazon.com\/security\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>AWS Security Service<\/strong><\/a><\/h4>\n\n\n\n<p>AWS cung c\u1ea5p nhi\u1ec1u d\u1ecbch v\u1ee5 b\u1ea3o m\u1eadt kh\u00e1c nhau. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 d\u1ecbch v\u1ee5 n\u1ed5i b\u1eadt:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/aws.amazon.com\/guardduty\/?nc2=type_a\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon GuardDuty<\/a>: D\u1ecbch v\u1ee5 ph\u00e1t hi\u1ec7n m\u1ed1i \u0111e d\u1ecda th\u00f4ng minh, li\u00ean t\u1ee5c gi\u00e1m s\u00e1t c\u00e1c t\u00e0i kho\u1ea3n v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c AWS c\u1ee7a b\u1ea1n \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c h\u1ea1i, v\u00ed d\u1ee5 nh\u01b0 truy c\u1eadp tr\u00e1i ph\u00e9p, khai th\u00e1c cryptocurrency ho\u1eb7c c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea5t th\u01b0\u1eddng kh\u00e1c.<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/inspector\/?nc2=type_a\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon Inspector<\/a>: D\u1ecbch v\u1ee5 \u0111\u00e1nh gi\u00e1 b\u1ea3o m\u1eadt t\u1ef1 \u0111\u1ed9ng gi\u00fap c\u1ea3i thi\u1ec7n t\u00ednh b\u1ea3o m\u1eadt v\u00e0 tu\u00e2n th\u1ee7 c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng \u0111\u01b0\u1ee3c tri\u1ec3n khai tr\u00ean AWS. Inspector qu\u00e9t c\u00e1c l\u1ed7 h\u1ed5ng ph\u1ea7n m\u1ec1m v\u00e0 c\u00e1c sai l\u1ec7ch so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t.<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/iam\/?nc2=type_a\" target=\"_blank\" rel=\"noreferrer noopener\">AWS Identity and Access Management (IAM)<\/a>: \u0110\u00e2y l\u00e0 d\u1ecbch v\u1ee5 c\u1ed1t l\u00f5i \u0111\u1ec3 qu\u1ea3n l\u00fd quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c t\u00e0i nguy\u00ean AWS. IAM cho ph\u00e9p b\u1ea1n qu\u1ea3n l\u00fd ng\u01b0\u1eddi d\u00f9ng, nh\u00f3m, vai tr\u00f2 v\u00e0 ch\u00ednh s\u00e1ch \u0111\u1ec3 ki\u1ec3m so\u00e1t ai c\u00f3 th\u1ec3 l\u00e0m g\u00ec tr\u00ean m\u00f4i tr\u01b0\u1eddng AWS c\u1ee7a b\u1ea1n.<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/shield\/?nc2=type_a\" target=\"_blank\" rel=\"noreferrer noopener\">AWS Shield<\/a>: D\u1ecbch v\u1ee5 b\u1ea3o v\u1ec7 ch\u1ed1ng l\u1ea1i c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng DDoS (Distributed Denial of Service) cho c\u00e1c \u1ee9ng d\u1ee5ng ch\u1ea1y tr\u00ean AWS. AWS Shield c\u00f3 hai c\u1ea5p \u0111\u1ed9: Standard (mi\u1ec5n ph\u00ed, b\u1ea3o v\u1ec7 c\u01a1 b\u1ea3n) v\u00e0 Advanced (tr\u1ea3 ph\u00ed, b\u1ea3o v\u1ec7 n\u00e2ng cao).<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/waf\/?nc2=type_a\" target=\"_blank\" rel=\"noreferrer noopener\">AWS WAF (Web Application Firewall)<\/a>: Gi\u00fap b\u1ea3o v\u1ec7 c\u00e1c \u1ee9ng d\u1ee5ng web kh\u1ecfi c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng khai th\u00e1c web ph\u1ed5 bi\u1ebfn nh\u01b0 injection flaws, cross-site scripting (XSS) b\u1eb1ng c\u00e1ch l\u1ecdc c\u00e1c y\u00eau c\u1ea7u web \u0111\u1ed9c h\u1ea1i.<\/li>\n\n\n\n<li><a href=\"https:\/\/docs.aws.amazon.com\/whitepapers\/latest\/aws-best-practices-ddos-resiliency\/security-groups-and-network-acls-bp5.html\" target=\"_blank\" rel=\"noreferrer noopener\">Amazon VPC Security Groups &amp; Network ACLs<\/a>: C\u00e1c t\u00ednh n\u0103ng b\u1ea3o m\u1eadt m\u1ea1ng t\u00edch h\u1ee3p s\u1eb5n c\u1ee7a Amazon VPC gi\u00fap ki\u1ec3m so\u00e1t l\u01b0u l\u01b0\u1ee3ng truy c\u1eadp v\u00e0o v\u00e0 ra kh\u1ecfi c\u00e1c instance v\u00e0 subnet.<\/li>\n\n\n\n<li><a href=\"https:\/\/aws.amazon.com\/cloudhsm\/?nc2=type_a\" target=\"_blank\" rel=\"noreferrer noopener\">AWS CloudHSM<\/a>: Cung c\u1ea5p c\u00e1c m\u00f4-\u0111un b\u1ea3o m\u1eadt ph\u1ea7n c\u1ee9ng (HSM) \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd trong \u0111\u00e1m m\u00e2y AWS, cho ph\u00e9p b\u1ea1n t\u1ea1o v\u00e0 s\u1eed d\u1ee5ng c\u00e1c kh\u00f3a m\u00e3 h\u00f3a c\u1ee7a ri\u00eang m\u00ecnh trong m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t v\u00e0 tu\u00e2n th\u1ee7.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-threatmodeler\"><a href=\"https:\/\/threatmodeler.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ThreatModeler<\/strong><\/a><\/h4>\n\n\n\n<p>Cung c\u1ea5p Cloud Edition gi\u00fap x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh m\u1ed1i \u0111e d\u1ecda v\u00e0 qu\u1ea3n l\u00fd m\u1ed1i \u0111e d\u1ecda ti\u1ec1m \u1ea9n cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y kh\u00e1c nhau nh\u01b0 AWS v\u00e0 Microsoft Azure.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-4-cong-c\u1ee5-ki\u1ec3m-tra-b\u1ea3o-m\u1eadt-\u1ee9ng-d\u1ee5ng\"><strong>4. C\u00f4ng c\u1ee5 ki\u1ec3m tra b\u1ea3o m\u1eadt \u1ee9ng d\u1ee5ng<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-veracode\"><a href=\"https:\/\/www.veracode.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Veracode<\/strong><\/a><\/h4>\n\n\n\n<p>Veracode Static Analysis l\u00e0 gi\u1ea3i ph\u00e1p SAST c\u00f3 th\u1ec3 ph\u00e2n t\u00edch c\u00e1c th\u01b0 vi\u1ec7n ph\u1ea7n m\u1ec1m trong t\u1ea5t c\u1ea3 ng\u00f4n ng\u1eef v\u00e0 framework ch\u00ednh m\u00e0 kh\u00f4ng c\u1ea7n truy c\u1eadp v\u00e0o m\u00e3 ngu\u1ed3n, gi\u00fap ph\u00e2n t\u00edch m\u00e3 \u0111\u1ed9c quy\u1ec1n c\u00f9ng v\u1edbi c\u00e1c th\u00e0nh ph\u1ea7n t\u1eeb nh\u00e0 cung c\u1ea5p b\u00ean ngo\u00e0i. Veracode cung c\u1ea5p API cho ph\u00e9p b\u1ea1n t\u00edch h\u1ee3p static analysis v\u1edbi c\u00f4ng c\u1ee5 CI\/CD hi\u1ec7n c\u00f3.&nbsp;<\/p>\n\n\n\n<p>Gi\u1ea3i ph\u00e1p n\u00e0y c\u0169ng h\u1ed7 tr\u1ee3 th\u00eam static analysis v\u00e0o IDE, h\u1ec7 th\u1ed1ng x\u00e2y d\u1ef1ng v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd t\u00e1c v\u1ee5. Veracode cung c\u1ea5p t\u00ednh n\u0103ng Pipeline Scan cho ph\u00e9p qu\u00e9t cam k\u1ebft m\u00e3 m\u1edbi, x\u00e1c \u0111\u1ecbnh v\u00e0 \u01b0u ti\u00ean c\u00e1c l\u1ed7i b\u1ea3o m\u1eadt, so s\u00e1nh ch\u00fang v\u1edbi l\u1ea7n qu\u00e9t tr\u01b0\u1edbc \u0111\u00f3 \u0111\u1ec3 nhanh ch\u00f3ng x\u00e1c \u0111\u1ecbnh phi\u00ean b\u1ea3n n\u00e0o \u0111\u00e3 \u0111\u01b0a ra v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt m\u1edbi.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-snyk-software-composition-analysis-sca\"><a href=\"https:\/\/snyk.io\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>SNYK &#8211; Software Composition Analysis (SCA)<\/strong><\/a><\/h4>\n\n\n\n<p>Ph\u01b0\u01a1ng ph\u00e1p b\u1ea3o m\u1eadt \u1ee9ng d\u1ee5ng \u0111\u1ec3 qu\u1ea3n l\u00fd c\u00e1c th\u00e0nh ph\u1ea7n ngu\u1ed3n m\u1edf. S\u1eed d\u1ee5ng SCA gi\u00fap b\u1ea1n nhanh ch\u00f3ng theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch b\u1ea5t k\u1ef3 th\u00e0nh ph\u1ea7n ngu\u1ed3n m\u1edf n\u00e0o \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o d\u1ef1 \u00e1n. C\u00e1c c\u00f4ng c\u1ee5 SCA cho ph\u00e9p kh\u00e1m ph\u00e1 t\u1ea5t c\u1ea3 c\u00e1c th\u00e0nh ph\u1ea7n li\u00ean quan, th\u01b0 vi\u1ec7n h\u1ed7 tr\u1ee3 v\u00e0 c\u00e1c dependency tr\u1ef1c ti\u1ebfp v\u00e0 gi\u00e1n ti\u1ebfp.&nbsp;<\/p>\n\n\n\n<p>C\u00e1c c\u00f4ng c\u1ee5 SCA c\u0169ng c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c gi\u1ea5y ph\u00e9p ph\u1ea7n m\u1ec1m, c\u00e1c dependency \u0111\u00e3 l\u1ed7i th\u1eddi, l\u1ed7 h\u1ed5ng v\u00e0 c\u00e1c khai th\u00e1c ti\u1ec1m \u1ea9n. Qu\u00e1 tr\u00ecnh scan t\u1ea1o ra m\u1ed9t Bill of Materials (BOM), cung c\u1ea5p m\u1ed9t b\u1ea3n ki\u1ec3m k\u00ea \u0111\u1ea7y \u0111\u1ee7 v\u1ec1 c\u00e1c software asset c\u1ee7a d\u1ef1 \u00e1n.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-checkmarx-cxsast\"><a href=\"https:\/\/checkmarx.com\/cxsast-source-code-scanning\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Checkmarx CxSAST<\/strong><\/a><\/h4>\n\n\n\n<p>CxSAST l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 static analysis \u0111\u01b0\u1ee3c cung c\u1ea5p nh\u01b0 m\u1ed9t ph\u1ea7n c\u1ee7a Checkmarx Software Exposure Platform. CxSAST nh\u1eb1m m\u1ee5c \u0111\u00edch x\u00e1c \u0111\u1ecbnh c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt trong m\u00e3 t\u00f9y ch\u1ec9nh c\u0169ng nh\u01b0 c\u00e1c th\u00e0nh ph\u1ea7n ngu\u1ed3n m\u1edf.<\/p>\n\n\n\n<p>C\u00f4ng c\u1ee5 n\u00e0y h\u1ed7 tr\u1ee3 h\u01a1n 25 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh v\u00e0 m\u00e3 h\u00f3a. Nh\u1eefng t\u00ednh n\u0103ng \u0111\u00e1ng ch\u00fa \u00fd c\u1ee7a CxSAST:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea3m b\u1ea3o tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh ng\u00e0nh v\u00e0 ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt.<\/li>\n\n\n\n<li>S\u1eeda l\u1ed7i l\u1ed7 h\u1ed5ng trong m\u00e3.<\/li>\n\n\n\n<li>Cho ph\u00e9p Developer \u00e1p d\u1ee5ng nhi\u1ec1u k\u1ef9 n\u0103ng kh\u00e1c nhau \u0111\u1ec3 s\u1eed d\u1ee5ng t\u00ednh n\u0103ng b\u1ea3o m\u1eadt m\u1ed9t c\u00e1ch d\u1ec5 d\u00e0ng m\u00e0 kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i c\u1ea5u h\u00ecnh, kh\u00f4ng c\u1ea7n l\u1ec7nh ph\u1ee9c t\u1ea1p c\u1ee7a command v\u00e0 kh\u00f4ng c\u1ea7n ph\u1ea3i chuy\u1ec3n \u0111\u1ed5i ng\u00f4n ng\u1eef.<\/li>\n\n\n\n<li>Cung c\u1ea5p kh\u1ea3 n\u0103ng ch\u1ec9 scan m\u00e3 \u0111\u00e3 s\u1eeda \u0111\u1ed5i ho\u1eb7c m\u00e3 m\u1edbi.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-sonarqube\"><a href=\"https:\/\/www.sonarsource.com\/products\/sonarqube\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>SonarQube<\/strong><\/a><\/h4>\n\n\n\n<p>SonarQube \u00e1p d\u1ee5ng ki\u1ec3m tra li\u00ean t\u1ee5c \u0111\u1ec3 qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng m\u00e3. \u0110\u00e2y l\u00e0 c\u00f4ng c\u1ee5 ngu\u1ed3n m\u1edf h\u1ed7 tr\u1ee3 h\u01a1n 25 ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh v\u00e0 t\u00edch h\u1ee3p v\u1edbi quy tr\u00ecnh l\u00e0m vi\u1ec7c hi\u1ec7n c\u00f3. SonarQube hi\u1ec3n th\u1ecb t\u00ecnh tr\u1ea1ng \u1ee9ng d\u1ee5ng v\u00e0 l\u00e0m n\u1ed5i b\u1eadt v\u1ea5n \u0111\u1ec1 m\u1edbi \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n.<\/p>\n\n\n\n<p>C\u00e1c nh\u00f3m DevSecOps s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 n\u00e0y \u0111\u1ec3 nhanh ch\u00f3ng ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c l\u1ed7i m\u00e3 gi\u00fap \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-fortify-webinspect\"><a href=\"https:\/\/www.microfocus.com\/documentation\/fortify-webinspect\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Fortify WebInspect<\/strong><\/a><\/h4>\n\n\n\n<p>Fortify WebInspect l\u00e0 c\u00f4ng c\u1ee5 ki\u1ec3m tra b\u1ea3o m\u1eadt \u1ee9ng d\u1ee5ng \u0111\u1ed9ng (DAST) gi\u00fap b\u1ea1n t\u00ecm v\u00e0 \u01b0u ti\u00ean c\u00e1c l\u1ed7 h\u1ed5ng c\u00f3 th\u1ec3 khai th\u00e1c trong \u1ee9ng d\u1ee5ng web. C\u00e1c t\u00ednh n\u0103ng ch\u00ednh bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Functional Application Security Testing (FAST): Ch\u1ea1y c\u00e1c th\u1eed nghi\u1ec7m ch\u1ee9c n\u0103ng nh\u01b0 IAST, nh\u01b0ng kh\u00f4ng b\u1ecb gi\u1edbi h\u1ea1n \u1edf m\u1ed9t t\u1eadp h\u1ee3p ch\u1ee9c n\u0103ng c\u1ee5 th\u1ec3.<\/li>\n\n\n\n<li>Black box testing insights: Scan \u1ee9ng d\u1ee5ng \u0111ang ho\u1ea1t \u0111\u1ed9ng theo ph\u01b0\u01a1ng th\u1ee9c hacker, nh\u1eb1m ph\u00e1t hi\u1ec7n framework client-side, th\u00f4ng tin phi\u00ean b\u1ea3n v\u00e0 c\u00e1c \u0111i\u1ec3m y\u1ebfu m\u00e0 k\u1ebb t\u1ea5n c\u00f4ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng nh\u1eadn di\u1ec7n v\u00e0 khai th\u00e1c.<\/li>\n\n\n\n<li>Compliance management: Cung c\u1ea5p c\u00e1c ch\u00ednh s\u00e1ch v\u00e0 b\u00e1o c\u00e1o t\u00edch h\u1ee3p cho nhi\u1ec1u ti\u00eau chu\u1ea9n tu\u00e2n th\u1ee7, bao g\u1ed3m PCI DSS, HIPAA, NIST 800-53, ISO 27000 v\u00e0 OWASP Top Ten.<\/li>\n\n\n\n<li>API support: C\u00f3 th\u1ec3 scan c\u1ea3 API SOAP v\u00e0 REST, x\u00e1c \u0111\u1ecbnh ch\u1ee9c n\u0103ng API b\u1eb1ng Swagger, OpenAPI ho\u1eb7c Postman \u0111\u1ec3 ph\u00e1t hi\u1ec7n l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt API.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-new-relic\"><a href=\"https:\/\/newrelic.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>New Relic<\/strong><\/a><\/h4>\n\n\n\n<p>New Relic cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng observability (quan s\u00e1t h\u1ec7 th\u1ed1ng) to\u00e0n di\u1ec7n, cho ph\u00e9p thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau trong h\u1ec7 th\u1ed1ng. N\u1ec1n t\u1ea3ng n\u00e0y gi\u00fap b\u1ea1n c\u00f3 c\u00e1i nh\u00ecn s\u00e2u s\u1eafc v\u1ec1 ph\u1ea7n m\u1ec1m v\u00e0 ch\u1ee7 \u0111\u1ed9ng c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t. M\u1ed9t s\u1ed1 l\u1ee3i th\u1ebf n\u1ed5i b\u1eadt c\u1ee7a New Relic:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Centralized data: Gi\u00fap b\u1ea1n l\u1eadp c\u00f4ng c\u1ee5 cho m\u1ecdi th\u00f4ng tin v\u00e0 nh\u1eadp d\u1eef li\u1ec7u t\u1eeb to\u00e0n b\u1ed9 technology stack, b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c agent, API v\u00e0 integration.<\/li>\n\n\n\n<li>Data analysis: Ph\u00e2n t\u00edch to\u00e0n b\u1ed9 d\u1eef li\u1ec7u t\u1eeb m\u1ed9t UI duy nh\u1ea5t, t\u1eadn d\u1ee5ng ng\u00f4n ng\u1eef truy v\u1ea5n c\u1ee7a New Relic \u0111\u1ec3 t\u00ecm ra nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 c\u1ee7a v\u1ea5n \u0111\u1ec1.<\/li>\n\n\n\n<li>Threat detection: Ch\u1ee7 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n v\u00e0 gi\u1ea3i th\u00edch b\u1ea5t th\u01b0\u1eddng tr\u01b0\u1edbc khi ch\u00fang tr\u1edf n\u00ean nghi\u00eam tr\u1ecdng.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-elk-with-kibana\"><a href=\"https:\/\/www.elastic.co\/elastic-stack\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>ELK with Kibana<\/strong><\/a><\/h4>\n\n\n\n<p>ELK Stack bao g\u1ed3m 3 c\u00f4ng c\u1ee5 ngu\u1ed3n m\u1edf: Elasticsearch, Logstash v\u00e0 Kibana (ELK). ELK Stack gi\u00fap b\u1ea1n x\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1 v\u1edbi m\u00e1y ch\u1ee7 ho\u1eb7c \u1ee9ng d\u1ee5ng.&nbsp;<\/p>\n\n\n\n<p>3 c\u00f4ng c\u1ee5 trong ELK Stack b\u1ed5 sung cho nhau. Logstash c\u00f3 th\u1ec3 t\u1eadp trung \u0111\u1ec1 xu\u1ea5t ghi nh\u1eadt k\u00fd, Elasticsearch cho ph\u00e9p b\u1ea1n t\u00ecm ki\u1ebfm d\u1eef li\u1ec7u n\u00e0y v\u00e0 Kibana cung c\u1ea5p kh\u1ea3 n\u0103ng tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u. Kibana c\u00f2n cho ph\u00e9p b\u1ea1n t\u00ecm ki\u1ebfm v\u00e0 t\u01b0\u01a1ng t\u00e1c v\u1edbi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c l\u01b0u trong c\u00e1c Elasticsearch folder.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-owasp-zap-zed-attack-proxy\"><a href=\"https:\/\/www.zaproxy.org\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>OWASP ZAP<\/strong><\/a><strong> (Zed Attack Proxy)<\/strong><\/h4>\n\n\n\n<p>M\u1ed9t c\u00f4ng c\u1ee5 DAST m\u00e3 ngu\u1ed3n m\u1edf, \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u00ecm ki\u1ebfm c\u00e1c l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt trong c\u00e1c \u1ee9ng d\u1ee5ng web \u0111ang ch\u1ea1y. OWASP ZAP ho\u1ea1t \u0111\u1ed9ng b\u1eb1ng c\u00e1ch ch\u1ee7 \u0111\u1ed9ng t\u1ea5n c\u00f4ng \u1ee9ng d\u1ee5ng \u0111\u1ec3 m\u00f4 ph\u1ecfng c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng th\u1ef1c t\u1ebf, ph\u00e1t hi\u1ec7n c\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 injection flaws, cross-site scripting (XSS), v\u00e0 broken authentication.<\/p>\n\n\n\n<p>ZAP t\u00edch h\u1ee3p d\u1ec5 d\u00e0ng v\u00e0o CI\/CD pipeline, cho ph\u00e9p ki\u1ec3m tra b\u1ea3o m\u1eadt t\u1ef1 \u0111\u1ed9ng trong giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m \u0111\u1ed9ng, cung c\u1ea5p ph\u1ea3n h\u1ed3i nhanh ch\u00f3ng v\u1ec1 c\u00e1c l\u1ed7 h\u1ed5ng c\u00f3 th\u1ec3 khai th\u00e1c.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-github-codeql\"><a href=\"https:\/\/codeql.github.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>GitHub CodeQL<\/strong><\/a><\/h4>\n\n\n\n<p>M\u1ed9t c\u00f4ng c\u1ee5 SAST s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch ng\u1eef ngh\u0129a \u0111\u1ec3 t\u00ecm ki\u1ebfm l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt v\u00e0 l\u1ed7i logic trong m\u00e3 ngu\u1ed3n m\u00e0 kh\u00f4ng c\u1ea7n th\u1ef1c thi \u1ee9ng d\u1ee5ng. CodeQL cho ph\u00e9p vi\u1ebft c\u00e1c truy v\u1ea5n \u0111\u1ec3 t\u00ecm ki\u1ebfm m\u1eabu l\u1ed7i c\u1ee5 th\u1ec3.<\/p>\n\n\n\n<p>GitHub CodeQL hi\u1ec7n \u0111ang kh\u00e1 th\u1ecbnh h\u00e0nh trong DevSecOps nh\u1edd kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c qu\u00e9t m\u00e3 ngu\u1ed3n ngay t\u1eeb giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u, ng\u0103n ch\u1eb7n c\u00e1c l\u1ed7 h\u1ed5ng t\u1eeb tr\u01b0\u1edbc khi ch\u00fang \u0111\u01b0\u1ee3c tri\u1ec3n khai, v\u00e0 h\u1ed7 tr\u1ee3 c\u00e1c ti\u00eau chu\u1ea9n m\u00e3 h\u00f3a an to\u00e0n.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-gitlab-github-security-scanning\"><strong>GitLab\/<\/strong><a href=\"https:\/\/github.com\/security\/advanced-security\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>GitHub<\/strong><\/a><strong> Security Scanning<\/strong><\/h4>\n\n\n\n<p>C\u00e1c n\u1ec1n t\u1ea3ng DevOps nh\u01b0 GitLab v\u00e0 GitHub \u0111\u00e3 t\u00edch h\u1ee3p s\u1eb5n c\u00e1c kh\u1ea3 n\u0103ng qu\u00e9t b\u1ea3o m\u1eadt (SAST, DAST, Dependency Scanning, Secret Detection,&#8230;) tr\u1ef1c ti\u1ebfp v\u00e0o quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a developer. C\u00e1c t\u00ednh n\u0103ng n\u00e0y cho ph\u00e9p t\u1ef1 \u0111\u1ed9ng ch\u1ea1y c\u00e1c ki\u1ec3m tra b\u1ea3o m\u1eadt tr\u00ean m\u1ed7i commit ho\u1eb7c pull request, hi\u1ec3n th\u1ecb k\u1ebft qu\u1ea3 tr\u1ef1c ti\u1ebfp trong giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng, gi\u00fap developer d\u1ec5 d\u00e0ng nh\u1eadn di\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c l\u1ed7 h\u1ed5ng ngay l\u1eadp t\u1ee9c.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-5-cong-c\u1ee5-infrastructure-as-code-iac-scanning\"><strong>5. C\u00f4ng c\u1ee5 Infrastructure as Code (IaC) Scanning<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-checkov\"><a href=\"https:\/\/www.checkov.io\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Checkov<\/strong><\/a><\/h4>\n\n\n\n<p>C\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u0129nh (static analysis) m\u00e3 ngu\u1ed3n m\u1edf d\u00e0nh cho IaC, gi\u00fap ph\u00e1t hi\u1ec7n l\u1ed7i c\u1ea5u h\u00ecnh v\u00e0 l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt trong c\u00e1c t\u1ec7p \u0111\u1ecbnh ngh\u0129a h\u1ea1 t\u1ea7ng.<\/p>\n\n\n\n<p>N\u00f3 \u0111i k\u00e8m v\u1edbi b\u1ed9 ch\u00ednh s\u00e1ch th\u1ef1c h\u00e0nh t\u1ed1t \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p s\u1eb5n, \u0111\u1ed3ng th\u1eddi cho ph\u00e9p b\u1ea1n t\u1ef1 vi\u1ebft quy t\u1eafc t\u00f9y ch\u1ec9nh b\u1eb1ng Python ho\u1eb7c YAML khai b\u00e1o. \u0110i\u1ec1u n\u00e0y gi\u00fap d\u1ec5 d\u00e0ng \u00e1p d\u1ee5ng ch\u00ednh s\u00e1ch ki\u1ec3m so\u00e1t theo t\u00e0i nguy\u00ean, nh\u00f3m ho\u1eb7c d\u1ef1 \u00e1n.<\/p>\n\n\n\n<p>Checkov h\u1ed7 tr\u1ee3 nhi\u1ec1u c\u00f4ng c\u1ee5 IaC v\u00e0 nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y ph\u1ed5 bi\u1ebfn nh\u01b0 Terraform, CloudFormation, Kubernetes,&#8230;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-terrascan\"><a href=\"https:\/\/runterrascan.io\/\"><strong>Terrascan<\/strong><\/a><\/h4>\n\n\n\n<p>C\u00f4ng c\u1ee5 ph\u00e2n t\u00edch t\u0129nh ph\u1ed5 bi\u1ebfn cho IaC, h\u1ed7 tr\u1ee3 c\u00e1c n\u1ec1n t\u1ea3ng nh\u01b0 Terraform, CloudFormation, Kubernetes, c\u00f9ng c\u00e1c API t\u1eeb nh\u00e0 cung c\u1ea5p \u0111\u00e1m m\u00e2y. B\u1ea1n c\u00f3 th\u1ec3 ch\u1ea1y Terrascan tr\u1ef1c ti\u1ebfp trong tr\u00ecnh duy\u1ec7t, c\u00e0i \u0111\u1eb7t c\u1ee5c b\u1ed9 ho\u1eb7c t\u00edch h\u1ee3p v\u00e0o quy tr\u00ecnh CI\/CD.<\/p>\n\n\n\n<p>Ngo\u00e0i ra, Terrascan c\u00f2n h\u1ed7 tr\u1ee3 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c t\u00e0i nguy\u00ean h\u1ea1 t\u1ea7ng, ph\u00e1t hi\u1ec7n c\u00e1c sai l\u1ec7ch c\u1ea5u h\u00ecnh (configuration drift) v\u00e0 h\u1ed7 tr\u1ee3 kh\u00f4i ph\u1ee5c v\u1ec1 tr\u1ea1ng th\u00e1i chu\u1ea9n.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-tflint\"><a href=\"https:\/\/github.com\/terraform-linters\/tflint\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>TFLint<\/strong><\/a><\/h4>\n\n\n\n<p>C\u00f4ng c\u1ee5 ki\u1ec3m tra l\u1ed7i d\u00e0nh ri\u00eang cho Terraform, cung c\u1ea5p m\u1ed9t framework c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng b\u1eb1ng plugin \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c c\u1ea5u h\u00ecnh sai trong c\u00e1c t\u1ec7p Terraform c\u1ee7a b\u1ea1n. TFLint \u0111\u00e1nh d\u1ea5u c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 l\u1ed7i, c\u00e1c ph\u1ea7n c\u1ea5u h\u00ecnh kh\u00f4ng s\u1eed d\u1ee5ng v\u00e0 c\u00fa ph\u00e1p kh\u00f4ng \u0111\u01b0\u1ee3c khuy\u1ebfn kh\u00edch.\u00a0<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-kubescape\"><a href=\"https:\/\/kubescape.io\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Kubescape<\/strong><\/a><\/h4>\n\n\n\n<p>Kubescape l\u00e0 c\u00f4ng c\u1ee5 ki\u1ec3m tra b\u1ea3o m\u1eadt v\u00e0 c\u1ea5u h\u00ecnh d\u00e0nh cho m\u00f4i tr\u01b0\u1eddng Kubernetes. N\u00f3 c\u00f3 th\u1ec3 ph\u00e2n t\u00edch YAML manifest v\u00e0 Helm chart \u0111\u1ec3 ph\u00e1t hi\u1ec7n l\u1ed7 h\u1ed5ng ho\u1eb7c sai s\u00f3t c\u1ea5u h\u00ecnh, h\u1ed7 tr\u1ee3 c\u00e1c chu\u1ea9n b\u1ea3o m\u1eadt nh\u01b0 NSA, MITRE v\u00e0 SOC2. Ng\u01b0\u1eddi d\u00f9ng c\u0169ng c\u00f3 th\u1ec3 th\u00eam c\u00e1c ki\u1ec3m so\u00e1t ri\u00eang th\u00f4ng qua quy t\u1eafc OPA v\u00e0 Rego.<\/p>\n\n\n\n<p>Kubescape h\u1ed7 tr\u1ee3 qu\u00e9t tr\u1ef1c ti\u1ebfp c\u00e1c c\u1ee5m (live cluster), cung c\u1ea5p kh\u1ea3 n\u0103ng b\u1ea3o m\u1eadt th\u1eddi gian th\u1ef1c (runtime security), bao g\u1ed3m gi\u00e1m s\u00e1t v\u00e0 ph\u00e2n t\u00edch m\u1ed1i \u0111e d\u1ecda t\u1ef1 \u0111\u1ed9ng. Ngo\u00e0i ra, c\u00f4ng c\u1ee5 n\u00e0y c\u00f2n \u0111\u1ec1 xu\u1ea5t c\u00e1c b\u01b0\u1edbc t\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt c\u1ee5 th\u1ec3, ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c nh\u00f3m v\u1eadn h\u00e0nh c\u1ea7n b\u1ea3o v\u1ec7 to\u00e0n di\u1ec7n m\u00f4i tr\u01b0\u1eddng Kubernetes.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-spectral\"><a href=\"https:\/\/spectralops.io\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Spectral<\/strong><\/a><\/h4>\n\n\n\n<p>Spectral l\u00e0 n\u1ec1n t\u1ea3ng b\u1ea3o m\u1eadt \u0111\u00e1m m\u00e2y t\u1eadp trung v\u00e0o developer c\u1ee7a Check Point. C\u00f4ng c\u1ee5 n\u00e0y h\u1ed7 tr\u1ee3 qu\u00e9t c\u00e1c t\u1ec7p c\u1ea5u h\u00ecnh IaC, ph\u00e1t hi\u1ec7n l\u1ed7i c\u1ea5u h\u00ecnh, l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt v\u00e0 th\u00f4ng tin b\u00ed m\u1eadt b\u1ecb r\u00f2 r\u1ec9. Spectral d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p v\u1edbi pipeline CI\/CD v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y, gi\u00fap t\u0103ng c\u01b0\u1eddng ki\u1ec3m so\u00e1t b\u1ea3o m\u1eadt to\u00e0n di\u1ec7n.<\/p>\n\n\n\n<p>Ngo\u00e0i IaC scanning, Spectral c\u00f2n h\u1ed7 tr\u1ee3 ki\u1ec3m tra SCA (ph\u00e2n t\u00edch th\u00e0nh ph\u1ea7n ph\u1ea7n m\u1ec1m), gi\u00fap ph\u00e1t hi\u1ec7n v\u1ea5n \u0111\u1ec1 v\u1ec1 dependency. N\u00f3 c\u00f3 th\u1ec3 qu\u00e9t t\u1ec7p log \u0111\u1ec3 t\u00ecm th\u00f4ng tin nh\u1ea1y c\u1ea3m v\u00e0 cung c\u1ea5p v\u1ecb tr\u00ed l\u1ed7i ch\u00ednh x\u00e1c, gi\u00fap developer x\u1eed l\u00fd s\u1ef1 c\u1ed1 nhanh ch\u00f3ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-cac-ph\u01b0\u01a1ng-phap-t\u1ed1t-nh\u1ea5t-best-practices-trong-devsecops\"><span class=\"ez-toc-section\" id=\"Cac_phuong_phap_tot_nhat_best_practices_trong_DevSecOps\"><\/span><strong>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1t nh\u1ea5t (best practices) trong DevSecOps<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-shifting-security-left\"><strong>Shifting Security Left<\/strong><\/h3>\n\n\n\n<p>\u201cShift left\u201d l\u00e0 nguy\u00ean t\u1eafc c\u1ed1t l\u00f5i trong DevOps, v\u00e0 khi m\u1edf r\u1ed9ng sang DevSecOps, n\u00f3 bao g\u1ed3m c\u1ea3 y\u1ebfu t\u1ed1 b\u1ea3o m\u1eadt. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 \u0111\u01b0a c\u00e1c quy tr\u00ecnh b\u1ea3o m\u1eadt v\u1ec1 s\u1edbm nh\u1ea5t (shift left) trong v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. \u0110i\u1ec1u n\u00e0y gi\u00fap ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c l\u1ed7 h\u1ed5ng ngay t\u1eeb giai \u0111o\u1ea1n l\u1eadp k\u1ebf ho\u1ea1ch, thi\u1ebft k\u1ebf v\u00e0 vi\u1ebft m\u00e3, thay v\u00ec ch\u1edd \u0111\u1ebfn l\u00fac tri\u1ec3n khai hay s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n<p>Ngo\u00e0i ra, v\u1edbi nguy\u00ean l\u00fd n\u00e0y, b\u1ea3o m\u1eadt kh\u00f4ng c\u00f2n l\u00e0 tr\u00e1ch nhi\u1ec7m ri\u00eang c\u1ee7a m\u1ed9t nh\u00f3m chuy\u00ean bi\u1ec7t. T\u1ea5t c\u1ea3 th\u00e0nh vi\u00ean trong nh\u00f3m ph\u00e1t tri\u1ec3n \u0111\u1ec1u ph\u1ea3i tham gia v\u00e0o vi\u1ec7c ph\u00e1t hi\u1ec7n, x\u1eed l\u00fd r\u1ee7i ro b\u1ea3o m\u1eadt v\u00e0 c\u1eadp nh\u1eadt c\u00e1c b\u1ea3n v\u00e1 c\u1ea7n thi\u1ebft. .<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-dao-t\u1ea1o-b\u1ea3o-m\u1eadt-d\u1ecbnh-k\u1ef3\"><strong>\u0110\u00e0o t\u1ea1o b\u1ea3o m\u1eadt \u0111\u1ecbnh k\u1ef3<\/strong><\/h3>\n\n\n\n<p>B\u1ea3o m\u1eadt kh\u00f4ng ch\u1ec9 l\u00e0 v\u1ea5n \u0111\u1ec1 k\u1ef9 thu\u1eadt m\u00e0 c\u00f2n l\u00e0 s\u1ef1 tu\u00e2n th\u1ee7 quy tr\u00ecnh. C\u00e1c k\u1ef9 s\u01b0 ph\u1ea7n m\u1ec1m, DevOps v\u00e0 chuy\u00ean gia b\u1ea3o m\u1eadt c\u1ea7n ph\u1ed1i h\u1ee3p v\u1edbi b\u1ed9 ph\u1eadn tu\u00e2n th\u1ee7 \u0111\u1ec3 c\u1eadp nh\u1eadt ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt n\u1ed9i b\u1ed9. \u0110\u00e0o t\u1ea1o \u0111\u1ecbnh k\u1ef3 gi\u00fap to\u00e0n b\u1ed9 nh\u00e2n s\u1ef1 n\u1eafm r\u00f5 tr\u00e1ch nhi\u1ec7m v\u00e0 quy tr\u00ecnh li\u00ean quan \u0111\u1ebfn b\u1ea3o m\u1eadt.<\/p>\n\n\n\n<p>C\u00e1c c\u00e1 nh\u00e2n tham gia v\u00e0o quy tr\u00ecnh ph\u00e1t tri\u1ec3n quen thu\u1ed9c v\u1edbi nguy\u00ean t\u1eafc b\u1ea3o m\u1eadt \u1ee9ng d\u1ee5ng c\u01a1 b\u1ea3n, bao g\u1ed3m nh\u1eadn th\u1ee9c v\u1ec1 Open Web Application Security Project (OWASP &#8211; d\u1ef1 \u00e1n b\u1ea3o m\u1eadt \u1ee9ng d\u1ee5ng web m\u1edf), ph\u01b0\u01a1ng ph\u00e1p ki\u1ec3m tra b\u1ea3o m\u1eadt \u1ee9ng d\u1ee5ng, m\u00f4 h\u00ecnh \u0111e d\u1ecda v\u00e0 c\u00e1ch \u0111\u00e1nh gi\u00e1 r\u1ee7i ro. M\u1ee5c ti\u00eau l\u00e0 t\u1ea1o ra m\u1ed9t \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m c\u00f3 t\u01b0 duy b\u1ea3o m\u1eadt ngay t\u1eeb \u0111\u1ea7u.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-xay-d\u1ef1ng-van-hoa-lam-vi\u1ec7c-coi-tr\u1ecdng-b\u1ea3o-m\u1eadt\"><strong>X\u00e2y d\u1ef1ng v\u0103n h\u00f3a l\u00e0m vi\u1ec7c coi tr\u1ecdng b\u1ea3o m\u1eadt<\/strong><\/h3>\n\n\n\n<p>M\u1ed9t m\u00f4i tr\u01b0\u1eddng DevSecOps hi\u1ec7u qu\u1ea3 c\u1ea7n v\u0103n h\u00f3a l\u00e0m vi\u1ec7c ch\u1ea5p nh\u1eadn thay \u0111\u1ed5i v\u00e0 coi tr\u1ecdng v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt. L\u00e3nh \u0111\u1ea1o n\u00ean khuy\u1ebfn kh\u00edch th\u00e1i \u0111\u1ed9 h\u1ee3p t\u00e1c v\u00e0 th\u00fac \u0111\u1ea9y giao ti\u1ebfp, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho n\u1ed7 l\u1ef1c b\u1ea3o m\u1eadt th\u1ed1ng nh\u1ea5t. C\u00e1c nh\u00f3m k\u1ef9 thu\u1eadt n\u00ean c\u00f3 quy\u1ec1n ki\u1ec3m so\u00e1t v\u00e0 t\u00f9y ch\u1ec9nh quy tr\u00ecnh l\u00e0m vi\u1ec7c ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c th\u00f9 s\u1ea3n ph\u1ea9m, t\u1ea1o \u0111\u1ed9ng l\u1ef1c \u0111\u1ec3 t\u1eebng th\u00e0nh vi\u00ean c\u00f3 tr\u00e1ch nhi\u1ec7m v\u1edbi k\u1ebft qu\u1ea3 b\u1ea3o m\u1eadt cu\u1ed1i c\u00f9ng.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-quan-sat-va-giam-sat-lien-t\u1ee5c\"><strong>Quan s\u00e1t v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c<\/strong><\/h3>\n\n\n\n<p>Duy tr\u00ec b\u1ea3o m\u1eadt \u0111\u00f2i h\u1ecfi gi\u1ea3i ph\u00e1p gi\u00e1m s\u00e1t v\u00e0 quan s\u00e1t li\u00ean t\u1ee5c \u0111\u1ec3 cung c\u1ea5p th\u00f4ng tin chi ti\u1ebft v\u1ec1 b\u1ea3o m\u1eadt v\u00e0 theo d\u00f5i r\u1ee7i ro c\u1ee7a m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n. M\u1ed9t chi\u1ebfn l\u01b0\u1ee3c quan s\u00e1t hi\u1ec7u qu\u1ea3 ph\u1ea3i k\u1ebft h\u1ee3p c\u00e1c y\u1ebfu t\u1ed1 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Visibility: Kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb quy tr\u00ecnh ph\u00e1t tri\u1ec3n v\u00e0 b\u1ea3o m\u1eadt l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft \u0111\u1ec3 duy tr\u00ec m\u00f4i tr\u01b0\u1eddng DevSecOps v\u00e0 \u0111\u1ea3m b\u1ea3o minh b\u1ea1ch trong t\u1eebng giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n. S\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t \u0111\u1ec3 \u0111o l\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng, t\u1ea1o c\u1ea3nh b\u00e1o v\u00e0 cung c\u1ea5p nh\u1eadn th\u1ee9c v\u1ec1 m\u1ed1i \u0111e d\u1ecda v\u00e0 t\u1ea5n c\u00f4ng.<\/li>\n\n\n\n<li>Traceability: Kh\u1ea3 n\u0103ng theo d\u00f5i, truy xu\u1ea5t c\u1ea5u h\u00ecnh b\u1ea3o m\u1eadt v\u00e0 c\u00e1c thay \u0111\u1ed5i trong code trong su\u1ed1t qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n. \u0110i\u1ec1u n\u00e0y r\u1ea5t c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u1ef1c thi bi\u1ec7n ph\u00e1p ki\u1ec3m so\u00e1t v\u00e0 gi\u00fap t\u1ed5 ch\u1ee9c duy tr\u00ec s\u1ef1 tu\u00e2n th\u1ee7, gi\u1ea3m thi\u1ec3u l\u1ed7i, b\u1ea3o m\u1eadt code v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c s\u1eeda code.<\/li>\n\n\n\n<li>Auditability: Kh\u1ea3 n\u0103ng ki\u1ec3m to\u00e1n \u0111\u1ec3 tu\u00e2n th\u1ee7 ch\u00ednh s\u00e1ch b\u1ea3o m\u1eadt n\u1ed9i b\u1ed9 v\u00e0 c\u00e1c quy \u0111\u1ecbnh. T\u1ea5t c\u1ea3 h\u00e0nh \u0111\u1ed9ng li\u00ean quan \u0111\u1ebfn b\u1ea3o m\u1eadt c\u1ea7n \u0111\u01b0\u1ee3c ghi nh\u1eadn v\u00e0 s\u1eb5n s\u00e0ng ph\u1ee5c v\u1ee5 c\u00f4ng t\u00e1c ki\u1ec3m to\u00e1n n\u1ed9i b\u1ed9 ho\u1eb7c b\u00ean ngo\u00e0i.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-t\u1ef1-d\u1ed9ng-hoa-quy-trinh-b\u1ea3o-m\u1eadt\"><strong>T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1ea3o m\u1eadt<\/strong><\/h3>\n\n\n\n<p>T\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 c\u00e2n b\u1eb1ng c\u1ea3 ch\u1ea5t l\u01b0\u1ee3ng l\u1eabn t\u1ed1c \u0111\u1ed9 trong quy tr\u00ecnh DevSecOps. B\u1eb1ng c\u00e1ch nh\u00fang qu\u00e9t b\u1ea3o m\u1eadt t\u1ef1 \u0111\u1ed9ng trong t\u1ea5t c\u1ea3 c\u00e1c giai \u0111o\u1ea1n c\u1ee7a CI\/CD pipeline, b\u1ea1n s\u1ebd c\u1ea3i thi\u1ec7n t\u00ednh b\u1ea3o m\u1eadt c\u1ee7a \u1ee9ng d\u1ee5ng m\u00e0 kh\u00f4ng l\u00e0m gi\u00e1n \u0111o\u1ea1n ti\u1ebfn \u0111\u1ed9 ph\u00e1t tri\u1ec3n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-danh-gia-va-c\u1ea3i-thi\u1ec7n-lien-t\u1ee5c\"><strong>\u0110\u00e1nh gi\u00e1 v\u00e0 c\u1ea3i thi\u1ec7n li\u00ean t\u1ee5c<\/strong><\/h3>\n\n\n\n<p>\u0110\u00e1nh gi\u00e1 th\u01b0\u1eddng xuy\u00ean c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a quy tr\u00ecnh v\u00e0 \u0111i\u1ec1u ch\u1ec9nh khi c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u1ed5 ch\u1ee9c \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee5c ti\u00eau. Sau m\u1ed7i sprint ho\u1eb7c \u0111\u1ee3t ph\u00e1t h\u00e0nh, nh\u00f3m n\u00ean t\u1ed5 ch\u1ee9c \u0111\u00e1nh gi\u00e1 l\u1ea1i quy tr\u00ecnh hi\u1ec7n t\u1ea1i (th\u01b0\u1eddng theo h\u00ecnh th\u1ee9c no-blame postmortem) \u0111\u1ec3 r\u00fat kinh nghi\u1ec7m.<\/p>\n\n\n\n<p>D\u1eef li\u1ec7u t\u1eeb c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t, threat intelligence v\u00e0 c\u00e1c ch\u1ec9 s\u1ed1 b\u1ea3o m\u1eadt gi\u00fap x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m y\u1ebfu v\u00e0 c\u1ea3i ti\u1ebfn chi\u1ebfn l\u01b0\u1ee3c b\u1ea3o m\u1eadt.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-thi\u1ebft-l\u1eadp-yeu-c\u1ea7u-va-ch\u1ec9-s\u1ed1-b\u1ea3o-m\u1eadt\"><strong>Thi\u1ebft l\u1eadp y\u00eau c\u1ea7u v\u00e0 ch\u1ec9 s\u1ed1 b\u1ea3o m\u1eadt<\/strong><\/h3>\n\n\n\n<p>C\u1ea7n x\u00e1c \u0111\u1ecbnh baseline b\u1ea3o m\u1eadt t\u1ed1i thi\u1ec3u cho s\u1ea3n ph\u1ea9m (tham kh\u1ea3o c\u00e1c y\u00eau c\u1ea7u v\u00e0 quy \u0111\u1ecbnh ho\u1eb7c <a href=\"https:\/\/owasp.org\/www-project-top-ten\/\" target=\"_blank\" rel=\"noreferrer noopener\">The Open Worldwide Application Security Project\u00ae (OWASP) Top Ten<\/a> v\u00e0 <a href=\"https:\/\/www.sans.org\/top25-software-errors\/\" target=\"_blank\" rel=\"noreferrer noopener\">SANS Top 25 software errors<\/a>), t\u1eeb \u0111\u00f3 x\u00e1c \u0111\u1ecbnh c\u00e1c ch\u1ec9 s\u1ed1 c\u1ea7n theo d\u00f5i nh\u01b0: th\u1eddi gian ph\u00e1t hi\u1ec7n l\u1ed7 h\u1ed5ng, s\u1ed1 l\u01b0\u1ee3ng c\u1ea3nh b\u00e1o nghi\u00eam tr\u1ecdng, t\u1ef7 l\u1ec7 v\u00e1 l\u1ed7 h\u1ed5ng \u0111\u00fang h\u1ea1n,&#8230; Ch\u1ec9 s\u1ed1 c\u1ee5 th\u1ec3 gi\u00fap nh\u00f3m ph\u00e1t tri\u1ec3n c\u00f3 \u0111\u1ecbnh h\u01b0\u1edbng v\u00e0 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 th\u1ef1c t\u1ebf c\u1ee7a c\u00e1c n\u1ed7 l\u1ef1c b\u1ea3o m\u1eadt.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-th\u1ef1c-hi\u1ec7n-quy-trinh-threat-modeling\"><strong>Th\u1ef1c hi\u1ec7n quy tr\u00ecnh Threat Modeling<\/strong><\/h3>\n\n\n\n<p>B\u1ea1n c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n quy tr\u00ecnh Threat Modeling \u0111\u01a1n gi\u1ea3n ho\u1eb7c chi ti\u1ebft t\u00f9y theo nhu c\u1ea7u. Threat modeling gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 c\u00e1c r\u1ee7i ro b\u1ea3o m\u1eadt ti\u1ec1m \u1ea9n b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>K\u1ebb t\u1ea5n c\u00f4ng c\u00f3 th\u1ec3 l\u1ee3i d\u1ee5ng thi\u1ebft k\u1ebf c\u1ee7a \u1ee9ng d\u1ee5ng nh\u01b0 th\u1ebf n\u00e0o.<\/li>\n\n\n\n<li>C\u00e1ch kh\u1eafc ph\u1ee5c l\u1ed7 h\u1ed5ng.<\/li>\n\n\n\n<li>M\u1ee9c \u0111\u1ed9 \u01b0u ti\u00ean c\u1ee7a c\u00e1c v\u1ea5n \u0111\u1ec1 kh\u00e1c nhau.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-qu\u1ea3n-ly-cac-ph\u1ee5-thu\u1ed9c-dependency\"><strong>Qu\u1ea3n l\u00fd c\u00e1c ph\u1ee5 thu\u1ed9c (dependency)<\/strong><\/h3>\n\n\n\n<p>H\u1ea7u h\u1ebft ph\u1ea7n m\u1ec1m hi\u1ec7n \u0111\u1ea1i \u0111\u1ec1u s\u1eed d\u1ee5ng th\u01b0 vi\u1ec7n m\u00e3 ngu\u1ed3n m\u1edf ho\u1eb7c c\u1ee7a b\u00ean th\u1ee9 ba. Tuy nhi\u00ean, c\u00e1c th\u00e0nh ph\u1ea7n n\u00e0y c\u00f3 th\u1ec3 c\u00f3 l\u1ed7i b\u1ea3o m\u1eadt v\u00e0 developer kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng c\u1eadp nh\u1eadt li\u00ean t\u1ee5c. \u0110\u1ec3 gi\u1ea3m r\u1ee7i ro, DevSecOps c\u1ea7n thi\u1ebft l\u1eadp quy tr\u00ecnh chu\u1ea9n \u0111\u1ec3 qu\u00e9t, \u0111\u00e1nh gi\u00e1 v\u00e0 c\u1eadp nh\u1eadt dependency th\u01b0\u1eddng xuy\u00ean.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-thach-th\u1ee9c-hi\u1ec7n-nay-c\u1ee7a-devsecops\"><span class=\"ez-toc-section\" id=\"Thach_thuc_hien_nay_cua_DevSecOps\"><\/span><strong>Th\u00e1ch th\u1ee9c hi\u1ec7n nay c\u1ee7a DevSecOps<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Vi\u1ec7c tri\u1ec3n khai DevSecOps \u0111\u1eb7t ra m\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c cho doanh nghi\u1ec7p khi m\u1edbi b\u1eaft \u0111\u1ea7u:&nbsp;<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-s\u1ef1-da-d\u1ea1ng-v\u1ec1-cong-ngh\u1ec7\"><strong>S\u1ef1 \u0111a d\u1ea1ng v\u1ec1 c\u00f4ng ngh\u1ec7<\/strong><\/h4>\n\n\n\n<p>Framework, ng\u00f4n ng\u1eef l\u1eadp tr\u00ecnh, m\u00f4 h\u00ecnh ki\u1ebfn tr\u00fac (microservices, serverless&#8230;) ng\u00e0y c\u00e0ng \u0111a d\u1ea1ng t\u1ea1o ra r\u00e0o c\u1ea3n cho vi\u1ec7c ki\u1ec3m tra b\u1ea3o m\u1eadt li\u00ean t\u1ee5c v\u00e0 nhanh ch\u00f3ng.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-pipeline-d\u1ec5-gay-brittle-ci-cd-pipelines\"><strong>Pipeline d\u1ec5 g\u00e3y (Brittle CI\/CD Pipelines)<\/strong><\/h4>\n\n\n\n<p>Vi\u1ec7c t\u00edch h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt v\u00e0o pipeline CI\/CD m\u00e0 kh\u00f4ng c\u00f3 quy ho\u1ea1ch r\u00f5 r\u00e0ng d\u1ec5 d\u1eabn \u0111\u1ebfn l\u1ed7i ph\u00e1t sinh, t\u1eafc ngh\u1ebdn ho\u1eb7c gi\u00e1n \u0111o\u1ea1n tri\u1ec3n khai. Pipeline tr\u1edf n\u00ean mong manh n\u1ebfu kh\u00f4ng c\u00f3 chi\u1ebfn l\u01b0\u1ee3c ki\u1ec3m so\u00e1t h\u1ee3p l\u00fd, d\u1eabn \u0111\u1ebfn gi\u1ea3m hi\u1ec7u su\u1ea5t v\u00e0 t\u0103ng \u0111\u1ed9 ph\u1ee9c t\u1ea1p trong v\u1eadn h\u00e0nh.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-r\u1ee7i-ro-b\u1ea3o-m\u1eadt-xuyen-su\u1ed1t-quy-trinh\"><strong>R\u1ee7i ro b\u1ea3o m\u1eadt xuy\u00ean su\u1ed1t quy tr\u00ecnh<\/strong><\/h4>\n\n\n\n<p>L\u1ed7 h\u1ed5ng c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n \u1edf b\u1ea5t k\u1ef3 giai \u0111o\u1ea1n n\u00e0o: t\u1eeb vi\u1ebft code, build, test, deploy cho \u0111\u1ebfn v\u1eadn h\u00e0nh. Vi\u1ec7c ch\u1ec9 ki\u1ec3m tra b\u1ea3o m\u1eadt \u1edf cu\u1ed1i pipeline l\u00e0 kh\u00f4ng \u0111\u1ee7 &#8211; thay v\u00e0o \u0111\u00f3, c\u1ea7n m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn xuy\u00ean su\u1ed1t \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o an to\u00e0n to\u00e0n di\u1ec7n.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-qu\u1ea3n-ly-ki\u1ec3m-tra-b\u1ea3o-m\u1eadt-ph\u1ee9c-t\u1ea1p\"><strong>Qu\u1ea3n l\u00fd ki\u1ec3m tra b\u1ea3o m\u1eadt ph\u1ee9c t\u1ea1p<\/strong><\/h4>\n\n\n\n<p>Vi\u1ec7c ph\u1ed1i h\u1ee3p nhi\u1ec1u c\u00f4ng c\u1ee5 ki\u1ec3m th\u1eed (SAST, DAST, IAST, SCA&#8230;) trong m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n ph\u00e2n t\u00e1n l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn. C\u00e1c nh\u00f3m th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n trong vi\u1ec7c thi\u1ebft l\u1eadp lu\u1ed3ng ki\u1ec3m tra logic, ph\u00e2n chia tr\u00e1ch nhi\u1ec7m v\u00e0 theo d\u00f5i k\u1ebft qu\u1ea3 hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"h-s\u1ef1-khac-bi\u1ec7t-v\u1ec1-\u01b0u-tien-va-van-hoa-t\u1ed5-ch\u1ee9c\"><strong>S\u1ef1 kh\u00e1c bi\u1ec7t v\u1ec1 \u01b0u ti\u00ean v\u00e0 v\u0103n h\u00f3a t\u1ed5 ch\u1ee9c<\/strong><\/h4>\n\n\n\n<p>Kh\u00f4ng ph\u1ea3i nh\u00f3m n\u00e0o c\u0169ng \u01b0u ti\u00ean b\u1ea3o m\u1eadt nh\u01b0 nhau. Trong nhi\u1ec1u t\u1ed5 ch\u1ee9c, nh\u00f3m Dev v\u00e0 Security v\u1eabn t\u1ed3n t\u1ea1i r\u00e0o c\u1ea3n v\u0103n h\u00f3a, d\u1eabn \u0111\u1ebfn thi\u1ebfu ph\u1ed1i h\u1ee3p, xung \u0111\u1ed9t m\u1ee5c ti\u00eau n\u00ean kh\u00f4ng khai th\u00e1c t\u1ed1i \u0111a hi\u1ec7u qu\u1ea3 DevSecOps<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-cau-h\u1ecfi-th\u01b0\u1eddng-g\u1eb7p-v\u1ec1-devsecops\"><span class=\"ez-toc-section\" id=\"Cau_hoi_thuong_gap_ve_DevSecOps\"><\/span><strong>C\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 DevSecOps<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-devsecops-khac-v\u1edbi-devops-nh\u01b0-th\u1ebf-nao\"><strong>DevSecOps kh\u00e1c v\u1edbi DevOps nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u0110\u1eb7c \u0111i\u1ec3m<\/strong><\/td><td><strong>DevOps<\/strong><\/td><td><strong>DevSecOps<\/strong><\/td><\/tr><tr><td>M\u1ee5c ti\u00eau<\/td><td>T\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e2n ph\u1ed1i, c\u1ed9ng t\u00e1c v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/td><td>T\u0103ng t\u1ed1c \u0111\u1ed9 ph\u00e2n ph\u1ed1i v\u00e0 \u0111\u1ea3m b\u1ea3o b\u1ea3o m\u1eadt t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i.<\/td><\/tr><tr><td>V\u1ecb tr\u00ed b\u1ea3o m\u1eadt<\/td><td>Th\u01b0\u1eddng \u1edf cu\u1ed1i chu tr\u00ecnh ph\u00e1t tri\u1ec3n (h\u1eadu ki\u1ec3m).<\/td><td>T\u00edch h\u1ee3p v\u00e0o m\u1ecdi giai \u0111o\u1ea1n c\u1ee7a chu tr\u00ecnh ph\u00e1t tri\u1ec3n (ti\u1ec1n ki\u1ec3m v\u00e0 li\u00ean t\u1ee5c).<\/td><\/tr><tr><td>Tr\u00e1ch nhi\u1ec7m<\/td><td>Ch\u1ee7 y\u1ebfu l\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a \u0111\u1ed9i ng\u0169 b\u1ea3o m\u1eadt ri\u00eang.<\/td><td>L\u00e0 tr\u00e1ch nhi\u1ec7m chung c\u1ee7a to\u00e0n b\u1ed9 \u0111\u1ed9i ng\u0169 (Dev, Sec, Ops).<\/td><\/tr><tr><td>T\u01b0 duy<\/td><td>T\u1ed1c \u0111\u1ed9, hi\u1ec7u qu\u1ea3, t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/td><td>T\u1ed1c \u0111\u1ed9, hi\u1ec7u qu\u1ea3, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 an to\u00e0n l\u00e0 \u01b0u ti\u00ean h\u00e0ng \u0111\u1ea7u.<\/td><\/tr><tr><td>Ph\u00e1t hi\u1ec7n l\u1ed7 h\u1ed5ng<\/td><td>Th\u01b0\u1eddng mu\u1ed9n, sau khi \u0111\u00e3 c\u00f3 nhi\u1ec1u m\u00e3 \u0111\u01b0\u1ee3c vi\u1ebft.<\/td><td>S\u1edbm, ngay trong qu\u00e1 tr\u00ecnh vi\u1ebft m\u00e3 v\u00e0 t\u00edch h\u1ee3p.<\/td><\/tr><tr><td>Chi ph\u00ed s\u1eeda l\u1ed7i<\/td><td>Cao h\u01a1n (do ph\u00e1t hi\u1ec7n mu\u1ed9n).<\/td><td>Th\u1ea5p h\u01a1n (do ph\u00e1t hi\u1ec7n v\u00e0 s\u1eeda ch\u1eefa s\u1edbm).<\/td><\/tr><tr><td>Kh\u1ea3 n\u0103ng tu\u00e2n th\u1ee7<\/td><td>C\u00f3 th\u1ec3 g\u1eb7p th\u00e1ch th\u1ee9c \u0111\u1ec3 tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh b\u1ea3o m\u1eadt m\u1ed9t c\u00e1ch li\u00ean t\u1ee5c.<\/td><td>D\u1ec5 d\u00e0ng h\u01a1n trong vi\u1ec7c tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh do c\u00e1c ki\u1ec3m tra b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u0110\u1ecdc th\u00eam: <strong><a href=\"https:\/\/itviec.com\/blog\/devops-roadmap\/\" target=\"_blank\" rel=\"noreferrer noopener\">DevOps roadmap: L\u1ed9 tr\u00ecnh 16 b\u01b0\u1edbc h\u1ecdc chi ti\u1ebft tr\u1edf th\u00e0nh DevOps<\/a><\/strong><\/em><\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-devsecops-co-ph\u1ea3i-la-an-ninh-m\u1ea1ng-khong\"><strong>DevSecOps c\u00f3 ph\u1ea3i l\u00e0 an ninh m\u1ea1ng kh\u00f4ng?<\/strong><\/h3>\n\n\n\n<p>DevSecOps l\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn ch\u1ee7 \u0111\u1ed9ng \u0111\u1ed1i v\u1edbi an ninh m\u1ea1ng, trong \u0111\u00f3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u00e0o to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. DevSecOps \u0111\u1ea1i di\u1ec7n cho tri\u1ebft l\u00fd m\u00e0 trong \u0111\u00f3 b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c l\u1ed3ng gh\u00e9p v\u00e0o ch\u00ednh c\u1ea5u tr\u00fac ph\u00e1t tri\u1ec3n thay v\u00ec ch\u1ec9 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng sau \u0111\u00f3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-devsecops-co-c\u1ea7n-ph\u1ea3i-bi\u1ebft-code-khong\"><strong>DevSecOps c\u00f3 c\u1ea7n ph\u1ea3i bi\u1ebft code kh\u00f4ng?<\/strong><\/h3>\n\n\n\n<p>C\u00f3. Do DevSecOps l\u00e0 s\u1ef1 giao thoa gi\u1eefa ph\u00e1t tri\u1ec3n (Dev), v\u1eadn h\u00e0nh (Ops) v\u00e0 b\u1ea3o m\u1eadt (Sec), ki\u1ebfn th\u1ee9c l\u1eadp tr\u00ecnh l\u00e0 y\u1ebfu t\u1ed1 g\u1ea7n nh\u01b0 b\u1eaft bu\u1ed9c \u0111\u1ed1i v\u1edbi DevSecOps Engineer \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh b\u1ea3o m\u1eadt, ph\u00e1t tri\u1ec3n v\u00e0 t\u00edch h\u1ee3p c\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt trong quy tr\u00ecnh CI\/CD v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt trong ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m.&nbsp;<\/p>\n\n\n\n<p>C\u00e1c ng\u00f4n ng\u1eef th\u01b0\u1eddng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Python, Ruby ho\u1eb7c Bash<\/strong>: ph\u1ed5 bi\u1ebfn cho vi\u1ebft script t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 x\u1eed l\u00fd s\u1ef1 c\u1ed1 h\u1ec7 th\u1ed1ng.<\/li>\n\n\n\n<li><strong>Java, JavaScript, Go<\/strong> (ho\u1eb7c ng\u00f4n ng\u1eef \u0111ang d\u00f9ng trong t\u1ed5 ch\u1ee9c): Quen thu\u1ed9c v\u1edbi c\u00e1c ng\u00f4n ng\u1eef n\u00e0y gi\u00fap DevSecOps d\u1ec5 d\u00e0ng ph\u1ed1i h\u1ee3p v\u1edbi developer.<\/li>\n<\/ul>\n\n\n\n<p>Vi\u1ec7c c\u00f3 n\u1ec1n t\u1ea3ng l\u1eadp tr\u00ecnh v\u1eefng ch\u1eafc kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 trong kh\u00e2u tri\u1ec3n khai k\u1ef9 thu\u1eadt m\u00e0 c\u00f2n gi\u00fap DevSecOps Engineer giao ti\u1ebfp hi\u1ec7u qu\u1ea3 h\u01a1n v\u1edbi \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n v\u00e0 th\u00fac \u0111\u1ea9y b\u1ea3o m\u1eadt ngay t\u1eeb giai \u0111o\u1ea1n vi\u1ebft m\u00e3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-xu-h\u01b0\u1edbng-t\u01b0\u01a1ng-lai-c\u1ee7a-devsecops-nh\u01b0-th\u1ebf-nao\"><strong>Xu h\u01b0\u1edbng t\u01b0\u01a1ng lai c\u1ee7a DevSecOps nh\u01b0 th\u1ebf n\u00e0o?<\/strong><\/h3>\n\n\n\n<p>T\u1eeb cu\u1ed1i 2025 \u0111\u1ebfn 2026, nhi\u1ec1u chuy\u00ean gia nh\u1eadn \u0111\u1ecbnh s\u1ebd c\u00f3 nhi\u1ec1u c\u1ea3i ti\u1ebfn trong vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh DevSecOps d\u01b0\u1edbi t\u00e1c \u0111\u1ed9ng c\u1ee7a AI. M\u1ed9t s\u1ed1 xu h\u01b0\u1edbng n\u1ed5i b\u1eadt bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>H\u1ea1 t\u1ea7ng \u201clow-touch\u201d (\u00edt t\u01b0\u01a1ng t\u00e1c): C\u00e1c pipeline CI\/CD s\u1ebd t\u1ef1 v\u1eadn h\u00e0nh v\u1edbi \u00edt s\u1ef1 can thi\u1ec7p th\u1ee7 c\u00f4ng, nh\u1edd v\u00e0o AI t\u1ef1 h\u1ecdc v\u00e0 t\u1ef1 t\u1ed1i \u01b0u.<\/li>\n\n\n\n<li>Ph\u00e2n t\u00edch nguy\u00ean nh\u00e2n g\u1ed1c (Root Cause Analysis) do AI h\u1ed7 tr\u1ee3<\/li>\n\n\n\n<li>Tr\u1ee3 l\u00fd ki\u1ebfn tr\u00fac ph\u1ea7n m\u1ec1m: AI c\u00f3 th\u1ec3 g\u1ee3i \u00fd ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng, c\u1ea5u h\u00ecnh b\u1ea3o m\u1eadt v\u00e0 c\u00e1c m\u00f4 h\u00ecnh t\u1ed1i \u01b0u d\u1ef1a tr\u00ean y\u00eau c\u1ea7u \u0111\u1ea7u v\u00e0o.<\/li>\n<\/ul>\n\n\n\n<p>\u0110\u1eb7c bi\u1ec7t, kh\u00e1i ni\u1ec7m \u201cAI as a Co-Developer\u201d s\u1ebd tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n. Tr\u1ee3 l\u00fd AI s\u1ebd gi\u00fap c\u00e1c Developer, ki\u1ebfn \u200b\u200btr\u00fac s\u01b0 v\u00e0 nh\u00f3m b\u1ea3o m\u1eadt ph\u00e2n t\u00edch c\u00e1c y\u00eau c\u1ea7u, \u0111\u1ec1 xu\u1ea5t c\u00e1c m\u1eabu ki\u1ebfn \u200b\u200btr\u00fac, t\u1ea1o t\u00e0i li\u1ec7u v\u00e0 th\u1eadm ch\u00ed x\u1eed l\u00fd ph\u1ea3n h\u1ed3i s\u1ef1 c\u1ed1 t\u1ef1 \u0111\u1ed9ng. Nh\u1eefng \u0111\u1ed5i m\u1edbi n\u00e0y s\u1ebd gi\u1ea3i ph\u00f3ng ngu\u1ed3n nh\u00e2n l\u1ef1c \u0111\u1ec3 t\u1eadp trung v\u00e0o c\u00e1c nhi\u1ec7m v\u1ee5 chi\u1ebfn l\u01b0\u1ee3c c\u1ea5p cao h\u01a1n, cho ph\u00e9p t\u1ed5 ch\u1ee9c \u0111\u1ed5i m\u1edbi nhanh h\u01a1n m\u00e0 v\u1eabn \u01b0u ti\u00ean b\u1ea3o m\u1eadt.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-t\u1ed5ng-k\u1ebft\"><span class=\"ez-toc-section\" id=\"Tong_ket\"><\/span><strong>T\u1ed5ng k\u1ebft<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>V\u1edbi nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 t\u1ed1c \u0111\u1ed9, c\u00e1c doanh nghi\u1ec7p \u0111ang chuy\u1ec3n sang DevSecOps \u0111\u1ec3 cung c\u1ea5p ph\u1ea7n m\u1ec1m v\u1edbi m\u1ee9c \u0111\u1ed9 b\u1ea3o m\u1eadt cao h\u01a1n v\u00e0 \u0111\u1ea9y nhanh t\u1ed1c \u0111\u1ed9 ph\u00e1t h\u00e0nh \u1ee9ng d\u1ee5ng. Trong k\u1ef7 nguy\u00ean s\u1ed1 h\u00f3a m\u1ea1nh m\u1ebd hi\u1ec7n nay, DevSecOps tr\u1edf th\u00e0nh m\u1ed9t xu h\u01b0\u1edbng t\u1ea5t y\u1ebfu v\u00e0 \u201cn\u00f3ng\u201d h\u01a1n bao gi\u1edd h\u1ebft, m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i vi\u1ec7c l\u00e0m h\u1ea5p d\u1eabn cho nh\u1eefng ai \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n trong l\u0129nh v\u1ef1c n\u00e0y.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Thay v\u00ec xem b\u1ea3o m\u1eadt nh\u01b0 m\u1ed9t b\u01b0\u1edbc ki\u1ec3m tra cu\u1ed1i c\u00f9ng, DevSecOps l\u00e0 v\u1ecb tr\u00ed sinh ra \u0111\u1ec3 th\u00fac \u0111\u1ea9y t\u01b0 duy \u201csecurity as code\u201d &#8211; t\u00edch h\u1ee3p b\u1ea3o m\u1eadt ngay t\u1eeb \u0111\u1ea7u trong quy tr\u00ecnh ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap ph\u00e1t hi\u1ec7n v\u00e0 kh\u1eafc ph\u1ee5c s\u1edbm c\u00e1c l\u1ed7 h\u1ed5ng, [&hellip;]<\/p>\n","protected":false},"author":205,"featured_media":88786,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"","footnotes":""},"categories":[109,94],"tags":[],"class_list":["post-88773","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chuyen-mon-it","category-su-nghiep-it"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.8 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>DevSecOps l\u00e0 g\u00ec: T\u1ed5ng h\u1ee3p c\u00f4ng c\u1ee5 v\u00e0 DevSecOps best practices - ITviec Blog<\/title>\n<meta name=\"description\" content=\"DevSecOps v\u00e0 t\u01b0 duy \u201csecurity as code\u201d \u0111ang thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i th\u1ebf n\u00e0o? 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