{"id":17293,"date":"2026-09-07T16:47:26","date_gmt":"2026-09-07T08:47:26","guid":{"rendered":"https:\/\/dtasiagroup.com\/tai-sao-hieu-qua-cua-ai-soc-phu-thuoc-vao-chat-luong-du-lieu-dau-vao\/"},"modified":"2026-09-07T17:35:01","modified_gmt":"2026-09-07T09:35:01","slug":"tai-sao-hieu-qua-cua-ai-soc-phu-thuoc-vao-chat-luong-du-lieu-dau-vao","status":"publish","type":"post","link":"https:\/\/dtasiagroup.com\/vi\/tai-sao-hieu-qua-cua-ai-soc-phu-thuoc-vao-chat-luong-du-lieu-dau-vao\/","title":{"rendered":"T\u1ea1i sao hi\u1ec7u qu\u1ea3 c\u1ee7a AI SOC ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"641\" src=\"https:\/\/dtasiagroup.com\/wp-content\/uploads\/2026\/07\/image-142-1024x641.png\" alt=\"\" class=\"wp-image-16837\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">T\u1ea7m nh\u00ecn v\u1ec1 m\u1ed9t Trung t\u00e2m \u0110i\u1ec1u h\u00e0nh An ninh (SOC) \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh b\u1edfi AI mang l\u1ea1i s\u1ee9c h\u00fat l\u1edbn: kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n m\u1ed1i \u0111e d\u1ecda nhanh h\u01a1n, quy tr\u00ecnh \u0111i\u1ec1u tra t\u1ef1 \u0111\u1ed9ng, gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c cho chuy\u00ean gia ph\u00e2n t\u00edch, c\u00f9ng kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng quy m\u00f4 ho\u1ea1t \u0111\u1ed9ng an ninh m\u00e0 kh\u00f4ng c\u1ea7n t\u0103ng nh\u00e2n s\u1ef1 t\u01b0\u01a1ng \u1ee9ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c nh\u00e0 cung c\u1ea5p gi\u1ea3i ph\u00e1p b\u1ea3o m\u1eadt \u0111\u00e3 mang \u0111\u1ebfn nhi\u1ec1u kh\u1ea3 n\u0103ng nh\u01b0 v\u1eady, nh\u01b0ng m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng \u0111\u00e1ng k\u1ec3 c\u00e1c h\u1ec7 th\u1ed1ng AI SOC tri\u1ec3n khai th\u1ef1c t\u1ebf v\u1eabn ch\u01b0a \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 nh\u01b0 k\u1ef3 v\u1ecdng. L\u00fd do n\u00e0y th\u01b0\u1eddng b\u1ecb b\u1ecf qua.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u00e1ch th\u1ee9c kh\u00f4ng n\u1eb1m \u1edf AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Th\u00e1ch th\u1ee9c n\u1eb1m \u1edf d\u1eef li\u1ec7u cung c\u1ea5p cho AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ph\u1ea7n l\u1edbn d\u1eef li\u1ec7u b\u1ea3o m\u1eadt trong doanh nghi\u1ec7p ch\u01b0a bao gi\u1edd \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho kh\u1ea3 n\u0103ng suy lu\u1eadn d\u1ef1a tr\u00ean m\u00e1y m\u00f3c m\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng AI hi\u1ec7n \u0111\u1ea1i y\u00eau c\u1ea7u. Thay v\u00e0o \u0111\u00f3, d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng cho c\u00e1c m\u00f4i tr\u01b0\u1eddng SIEM truy\u1ec1n th\u1ed1ng, n\u01a1i chuy\u00ean vi\u00ean ph\u00e2n t\u00edch tr\u1ef1c ti\u1ebfp di\u1ec5n gi\u1ea3i, truy v\u1ea5n v\u00e0 x\u1eed l\u00fd nh\u1eefng \u0111i\u1ec3m kh\u00f4ng nh\u1ea5t qu\u00e1n trong d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd \u0111\u01b0\u1ee3c khi con ng\u01b0\u1eddi ch\u1ecbu tr\u00e1ch nhi\u1ec7m cho qu\u00e1 tr\u00ecnh suy lu\u1eadn. Nh\u01b0ng trong m\u1ed9t SOC v\u1eadn h\u00e0nh theo m\u00f4 h\u00ecnh AI-native, ch\u00ednh nh\u1eefng \u0111i\u1ec3m kh\u00f4ng nh\u1ea5t qu\u00e1n \u0111\u00f3 l\u1ea1i tr\u1edf th\u00e0nh nh\u1eefng h\u1ea1n ch\u1ebf l\u1edbn.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">V\u1ea5n \u0111\u1ec1 d\u1eef li\u1ec7u m\u00e0 c\u00e1c nh\u00e0 cung c\u1ea5p AI kh\u00f4ng \u0111\u1ec1 c\u1eadp<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Trong h\u1ea7u h\u1ebft c\u00e1c m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p, d\u1eef li\u1ec7u b\u1ea3o m\u1eadt th\u01b0\u1eddng c\u00f3 d\u1ea1ng nh\u01b0 sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1c s\u1ef1 ki\u1ec7n kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac v\u1edbi t\u00ean tr\u01b0\u1eddng kh\u00f4ng nh\u1ea5t qu\u00e1n gi\u1eefa c\u00e1c ngu\u1ed3n kh\u00e1c nhau<\/li>\n\n\n\n<li>C\u00e1c h\u1ec7 th\u1ed1ng s\u1eed d\u1ee5ng nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng d\u1ea5u th\u1eddi gian kh\u00e1c nhau<\/li>\n\n\n\n<li>Si\u00eau d\u1eef li\u1ec7u kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7<\/li>\n\n\n\n<li>Nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng nh\u1eadt k\u00fd kh\u00e1c nhau, thay \u0111\u1ed5i t\u00f9y thu\u1ed9c v\u00e0o c\u00e1ch c\u00e1c b\u1ed9 thu th\u1eadp d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh v\u00e0 duy tr\u00ec<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1eadt k\u00fd t\u01b0\u1eddng l\u1eeda c\u1ee7a m\u1ed9t nh\u00e0 cung c\u1ea5p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng t\u00ean tr\u01b0\u1eddng ho\u00e0n to\u00e0n kh\u00e1c v\u1edbi nh\u1eadt k\u00fd t\u01b0\u1eddng l\u1eeda c\u1ee7a m\u1ed9t nh\u00e0 cung c\u1ea5p kh\u00e1c. D\u1eef li\u1ec7u \u0111o t\u1eeb xa t\u1eeb thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn m\u00e0 kh\u00f4ng c\u00f3 nh\u1eefng ng\u1eef c\u1ea3nh quan tr\u1ecdng. C\u00e1c s\u1ef1 ki\u1ec7n b\u1ea3o m\u1eadt \u0111\u00e1m m\u00e2y c\u00f3 th\u1ec3 ch\u1ee9a si\u00eau d\u1eef li\u1ec7u kh\u00f4ng ph\u00f9 h\u1ee3p v\u1edbi b\u1ea5t k\u1ef3 l\u01b0\u1ee3c \u0111\u1ed3 ph\u1ed5 bi\u1ebfn n\u00e0o.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1eb7c d\u00f9 c\u00e1c n\u1ec1n t\u1ea3ng AI v\u1ec1 m\u1eb7t k\u1ef9 thu\u1eadt c\u00f3 th\u1ec3 ti\u1ebfp nh\u1eadn nh\u1eadt k\u00fd th\u00f4, hi\u1ec7u su\u1ea5t c\u1ee7a ch\u00fang s\u1ebd gi\u1ea3m \u0111\u00e1ng k\u1ec3 khi d\u1eef li\u1ec7u thi\u1ebfu c\u1ea5u tr\u00fac v\u00e0 t\u00ednh nh\u1ea5t qu\u00e1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u kh\u00f4ng c\u00f3 c\u1ea5u tr\u00fac bu\u1ed9c c\u00e1c h\u1ec7 th\u1ed1ng AI ph\u1ea3i s\u1eed d\u1ee5ng th\u00eam t\u00e0i nguy\u00ean \u0111\u1ec3 ti\u1ec1n x\u1eed l\u00fd tr\u01b0\u1edbc khi qu\u00e1 tr\u00ecnh ph\u00e2n t\u00edch c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u. \u0110i\u1ec1u n\u00e0y l\u00e0m t\u0103ng y\u00eau c\u1ea7u v\u1ec1 n\u0103ng l\u1ef1c t\u00ednh to\u00e1n, t\u0103ng chi ph\u00ed, gi\u1ea3m \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 l\u00e0m suy y\u1ebfu l\u1ee3i th\u1ebf v\u1ec1 t\u1ed1c \u0111\u1ed9 v\u1ed1n khi\u1ebfn c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea3o m\u1eadt d\u1ef1a tr\u00ean AI tr\u1edf n\u00ean c\u00f3 gi\u00e1 tr\u1ecb.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y t\u1ea1o ra m\u1ed9t t\u00ecnh hu\u1ed1ng ph\u1ed5 bi\u1ebfn v\u00e0 g\u00e2y th\u1ea5t v\u1ecdng: m\u1ed9t t\u1ed5 ch\u1ee9c \u0111\u1ea7u t\u01b0 v\u00e0o n\u1ec1n t\u1ea3ng AI SOC th\u1ebf h\u1ec7 m\u1edbi, k\u1ebft n\u1ed1i n\u1ec1n t\u1ea3ng n\u00e0y v\u1edbi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u b\u1ea3o m\u1eadt hi\u1ec7n c\u00f3 v\u00e0 ph\u00e1t hi\u1ec7n r\u1eb1ng c\u00f4ng ngh\u1ec7 m\u1edbi v\u1eabn t\u1ea1o ra ch\u00ednh nh\u1eefng \u0111i\u1ec3m m\u00f9 m\u00e0 n\u00f3 \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng s\u1ebd gi\u1ea3i quy\u1ebft.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1ea5n \u0111\u1ec1 ch\u01b0a bao gi\u1edd n\u1eb1m \u1edf c\u00f4ng ngh\u1ec7 AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u1ea5n \u0111\u1ec1 n\u1eb1m \u1edf n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Open Schema l\u00e0 n\u1ec1n t\u1ea3ng c\u1ee7a m\u1ed9t SOC s\u1eb5n s\u00e0ng cho AI<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Ng\u00e0nh an ninh m\u1ea1ng ng\u00e0y c\u00e0ng \u00e1p d\u1ee5ng c\u00e1c ti\u00eau chu\u1ea9n m\u1edf nh\u1eb1m gi\u00fap d\u1eef li\u1ec7u telemetry b\u1ea3o m\u1eadt c\u00f3 c\u1ea5u tr\u00fac, nh\u1ea5t qu\u00e1n v\u00e0 d\u1ec5 s\u1eed d\u1ee5ng h\u01a1n \u0111\u1ed1i v\u1edbi m\u00e1y m\u00f3c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Open Cybersecurity Schema Framework (OCSF) cung c\u1ea5p m\u1ed9t m\u00f4 h\u00ecnh d\u1eef li\u1ec7u \u0111\u1ed9c l\u1eadp v\u1edbi nh\u00e0 cung c\u1ea5p, \u00e1nh x\u1ea1 c\u00e1c s\u1ef1 ki\u1ec7n b\u1ea3o m\u1eadt kh\u00e1c nhau v\u00e0o m\u1ed9t c\u1ea5u tr\u00fac chung. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c h\u1ec7 th\u1ed1ng AI ph\u00e2n t\u00edch v\u00e0 t\u01b0\u01a1ng quan d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n m\u00e0 kh\u00f4ng c\u1ea7n x\u00e2y d\u1ef1ng b\u1ed9 chuy\u1ec3n \u0111\u1ed5i t\u00f9y ch\u1ec9nh cho t\u1eebng ngu\u1ed3n ri\u00eang l\u1ebb.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenTelemetry cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng t\u01b0\u01a1ng t\u1ef1 cho log, metrics v\u00e0 traces trong l\u0129nh v\u1ef1c kh\u1ea3 n\u0103ng quan s\u00e1t h\u1ec7 th\u1ed1ng. \u0110i\u1ec1u n\u00e0y ng\u00e0y c\u00e0ng tr\u1edf n\u00ean quan tr\u1ecdng khi c\u00e1c \u0111\u1ed9i ng\u0169 SOC k\u1ebft h\u1ee3p \u0111o t\u1eeb xa t\u1eeb \u1ee9ng d\u1ee5ng v\u00e0 h\u1ea1 t\u1ea7ng v\u1edbi d\u1eef li\u1ec7u b\u1ea3o m\u1eadt truy\u1ec1n th\u1ed1ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 d\u00e0nh ri\u00eang cho t\u1eebng h\u1ec7 sinh th\u00e1i kh\u00e1c, bao g\u1ed3m Elastic Common Schema (ECS), Advanced Security Information Model (ASIM) v\u00e0 Common Information Model (CIM), v\u1eabn c\u00f3 vai tr\u00f2 r\u1ea5t quan tr\u1ecdng v\u00ec nhi\u1ec1u m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p ti\u1ebfp t\u1ee5c s\u1eed d\u1ee5ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng n\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c t\u1ed5 ch\u1ee9c \u0111\u1ea1t \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 \u0111\u00e1ng k\u1ec3 t\u1eeb n\u1ec1n t\u1ea3ng AI SOC th\u01b0\u1eddng l\u00e0 nh\u1eefng t\u1ed5 ch\u1ee9c \u0111\u00e3 \u01b0u ti\u00ean chu\u1ea9n h\u00f3a l\u01b0\u1ee3c \u0111\u1ed3 t\u1ea1i l\u1edbp ti\u1ebfp nh\u1eadn d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi c\u00e1c s\u1ef1 ki\u1ec7n t\u01b0\u1eddng l\u1eeda t\u1eeb nhi\u1ec1u nh\u00e0 cung c\u1ea5p kh\u00e1c nhau \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a v\u1ec1 c\u00f9ng m\u1ed9t c\u1ea5u tr\u00fac t\u01b0\u01a1ng th\u00edch v\u1edbi OCSF, c\u00e1c n\u1ec1n t\u1ea3ng AI c\u00f3 th\u1ec3 t\u01b0\u01a1ng quan ho\u1ea1t \u0111\u1ed9ng, x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh m\u00e0 kh\u00f4ng ph\u1ea3i li\u00ean t\u1ee5c th\u1ef1c hi\u1ec7n qu\u00e1 tr\u00ecnh ti\u1ec1n x\u1eed l\u00fd ph\u1ee9c t\u1ea1p m\u1ed7i khi xu\u1ea5t hi\u1ec7n m\u1ed9t \u0111\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u m\u1edbi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Axoflow<\/strong> h\u1ed7 tr\u1ee3 c\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y b\u1eb1ng c\u00e1ch cung c\u1ea5p c\u00e1c b\u1ed9 ph\u00e2n t\u00edch v\u00e0 ph\u00e9p chuy\u1ec3n \u0111\u1ed5i, gi\u00fap chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u \u0111o t\u1eeb xa \u0111\u1eb7c th\u00f9 c\u1ee7a t\u1eebng nh\u00e0 cung c\u1ea5p sang OCSF, ECS, ASIM, CIM v\u00e0 c\u00e1c schema \u0111\u00edch kh\u00e1c ngay trong qu\u00e1 tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c h\u1ec7 th\u1ed1ng ph\u00eda sau nh\u1eadn d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac m\u00e0 kh\u00f4ng c\u1ea7n th\u1ef1c hi\u1ec7n l\u1ea1i c\u00f9ng m\u1ed9t c\u00f4ng vi\u1ec7c chu\u1ea9n h\u00f3a \u1edf c\u00e1c b\u01b0\u1edbc sau.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Qu\u00e1 tr\u00ecnh chu\u1ea9n h\u00f3a ph\u1ea3i di\u1ec5n ra tr\u01b0\u1edbc khi AI x\u1eed l\u00fd d\u1eef li\u1ec7u<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Theo truy\u1ec1n th\u1ed1ng, nhi\u1ec1u t\u1ed5 ch\u1ee9c d\u1ef1a v\u00e0o n\u1ec1n t\u1ea3ng SIEM \u0111\u1ec3 x\u1eed l\u00fd vi\u1ec7c chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y ph\u00f9 h\u1ee3p khi SIEM l\u00e0 \u0111\u00edch \u0111\u1ebfn ch\u00ednh cho ho\u1ea1t \u0111\u1ed9ng ph\u00e2n t\u00edch b\u1ea3o m\u1eadt.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, c\u00e1c m\u00f4i tr\u01b0\u1eddng b\u1ea3o m\u1eadt hi\u1ec7n \u0111\u1ea1i \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh b\u1eb1ng AI \u0111\u00f2i h\u1ecfi m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn kh\u00e1c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c n\u1ec1n t\u1ea3ng AI ng\u00e0y c\u00e0ng c\u1ea7n truy c\u1eadp nhi\u1ec1u kho d\u1eef li\u1ec7u, ph\u00e2n t\u00edch th\u00f4ng tin tr\u00ean c\u00e1c m\u00f4 h\u00ecnh d\u1eef li\u1ec7u kh\u00e1c nhau v\u00e0 h\u1ed7 tr\u1ee3 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng. Ch\u1ec9 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u b\u00ean trong SIEM s\u1ebd t\u1ea1o ra nh\u1eefng h\u1ea1n ch\u1ebf trong c\u00e1c m\u00f4i tr\u01b0\u1eddng n\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c t\u00e1c nh\u00e2n AI kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng th\u00edch \u1ee9ng khi schema thay \u0111\u1ed5i ho\u1eb7c khi c\u00e1c ngu\u1ed3n d\u1eef li\u1ec7u m\u1edbi \u0111\u01b0a v\u00e0o nh\u1eefng c\u1ea5u tr\u00fac kh\u00e1c nhau. T\u1ef1 \u0111\u1ed9ng h\u00f3a ph\u1ee5 thu\u1ed9c v\u00e0o ng\u1eef c\u1ea3nh \u0111\u00e1ng tin c\u1eady v\u00e0 \u0111\u1ecbnh d\u1ea1ng s\u1ef1 ki\u1ec7n nh\u1ea5t qu\u00e1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi c\u00e1c c\u1ea5u tr\u00fac n\u00e0y kh\u00f4ng nh\u1ea5t qu\u00e1n, qu\u00e1 tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f3 th\u1ec3 th\u1ea5t b\u1ea1i m\u1ed9t c\u00e1ch \u00e2m th\u1ea7m \u2014 t\u1ea1o ra m\u1ed9t trong nh\u1eefng t\u00ecnh hu\u1ed1ng l\u1ed7i nguy hi\u1ec3m nh\u1ea5t trong an ninh m\u1ea1ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Gi\u1ea3i ph\u00e1p l\u00e0 \u0111\u01b0a qu\u00e1 tr\u00ecnh chu\u1ea9n h\u00f3a l\u00ean c\u00e1c b\u01b0\u1edbc x\u1eed l\u00fd ph\u00eda tr\u01b0\u1edbc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Thay v\u00ec ch\u1edd \u0111\u1ebfn khi d\u1eef li\u1ec7u \u0111\u1ebfn l\u1edbp ph\u00e2n t\u00edch m\u1edbi x\u1eed l\u00fd, c\u00e1c t\u1ed5 ch\u1ee9c n\u00ean ph\u00e2n lo\u1ea1i, b\u1ed5 sung ng\u1eef c\u1ea3nh v\u00e0 chuy\u1ec3n \u0111\u1ed5i c\u00e1c s\u1ef1 ki\u1ec7n ngay t\u1ea1i \u0111i\u1ec3m ti\u1ebfp nh\u1eadn d\u1eef li\u1ec7u.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">B\u1eb1ng c\u00e1ch chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u b\u1ea3o m\u1eadt sang OCSF, OpenTelemetry ho\u1eb7c c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 c\u1ea7n thi\u1ebft kh\u00e1c tr\u01b0\u1edbc khi d\u1eef li\u1ec7u \u0111\u1ebfn c\u00e1c n\u1ec1n t\u1ea3ng ph\u00eda sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u1ea5u tr\u00fac d\u1eef li\u1ec7u tr\u1edf n\u00ean c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c<\/li>\n\n\n\n<li>C\u00e1c tr\u01b0\u1eddng d\u1eef li\u1ec7u tr\u1edf n\u00ean nh\u1ea5t qu\u00e1n<\/li>\n\n\n\n<li>Si\u00eau d\u1eef li\u1ec7u tr\u1edf n\u00ean \u0111\u1ea7y \u0111\u1ee7<\/li>\n\n\n\n<li>C\u00e1c n\u1ec1n t\u1ea3ng AI c\u00f3 th\u1ec3 t\u1eadp trung v\u00e0o ph\u00e2n t\u00edch thay v\u00ec chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Gi\u1ea3m nhi\u1ec5u c\u0169ng quan tr\u1ecdng nh\u01b0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u00f3 m\u1ed1i li\u00ean h\u1ec7 ch\u1eb7t ch\u1ebd v\u1edbi nhau.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ngay c\u1ea3 d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1ea5u tr\u00fac \u0111\u00fang c\u0169ng c\u00f3 th\u1ec3 t\u1ea1o ra th\u00e1ch th\u1ee9c khi l\u01b0\u1ee3ng th\u00f4ng tin qu\u00e1 l\u1edbn \u0111\u01b0\u1ee3c \u0111\u01b0a \u0111\u1ebfn l\u1edbp AI. Si\u00eau d\u1eef li\u1ec7u d\u01b0 th\u1eeba, c\u00e1c tr\u01b0\u1eddng kh\u00f4ng c\u1ea7n thi\u1ebft v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn c\u00e1c s\u1ef1 ki\u1ec7n c\u00f3 gi\u00e1 tr\u1ecb th\u1ea5p l\u00e0m t\u0103ng y\u00eau c\u1ea7u x\u1eed l\u00fd v\u00e0 l\u00e0m gi\u1ea3m t\u1ef7 l\u1ec7 t\u00edn hi\u1ec7u tr\u00ean nhi\u1ec5u c\u1ea7n thi\u1ebft \u0111\u1ec3 ph\u00e1t hi\u1ec7n m\u1ed1i \u0111e d\u1ecda hi\u1ec7u qu\u1ea3 b\u1eb1ng AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Vi\u1ec7c l\u1ecdc d\u1eef li\u1ec7u th\u00f4ng minh tr\u01b0\u1edbc khi d\u1eef li\u1ec7u \u0111\u1ebfn c\u00e1c n\u1ec1n t\u1ea3ng AI gi\u00fap lo\u1ea1i b\u1ecf nhi\u1ec5u kh\u00f4ng c\u1ea7n thi\u1ebft trong khi v\u1eabn duy tr\u00ec kh\u1ea3 n\u0103ng quan s\u00e1t b\u1ea3o m\u1eadt quan tr\u1ecdng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c l\u1ee3i \u00edch bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ph\u00e1t hi\u1ec7n nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n<\/li>\n\n\n\n<li>Gi\u1ea3m chi ph\u00ed l\u01b0u tr\u1eef<\/li>\n\n\n\n<li>C\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t AI<\/li>\n\n\n\n<li>V\u1eadn h\u00e0nh b\u1ea3o m\u1eadt hi\u1ec7u qu\u1ea3 h\u01a1n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Kh\u1ea3 n\u0103ng quan s\u00e1t pipeline d\u1eef li\u1ec7u l\u00e0 y\u1ebfu t\u1ed1 thi\u1ebft y\u1ebfu<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u1ed9t trong nh\u1eefng r\u1ee7i ro th\u01b0\u1eddng b\u1ecb b\u1ecf qua nh\u1ea5t khi tri\u1ec3n khai AI SOC l\u00e0 v\u1ea5n \u0111\u1ec1 pipeline d\u1eef li\u1ec7u kh\u00f4ng th\u1ec3 quan s\u00e1t \u0111\u01b0\u1ee3c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u1eef li\u1ec7u b\u1ea3o m\u1eadt c\u00f3 th\u1ec3 bi\u1ebfn m\u1ea5t. C\u00e1c ngu\u1ed3n c\u00f3 th\u1ec3 ng\u1eebng g\u1eedi d\u1eef li\u1ec7u \u0111o t\u1eeb xa. C\u1ea5u h\u00ecnh c\u00f3 th\u1ec3 thay \u0111\u1ed5i. C\u00e1c kho\u1ea3ng tr\u1ed1ng trong qu\u00e1 tr\u00ecnh thu th\u1eadp d\u1eef li\u1ec7u c\u00f3 th\u1ec3 ph\u00e1t sinh theo th\u1eddi gian.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Trong m\u1ed9t SOC truy\u1ec1n th\u1ed1ng, chuy\u00ean vi\u00ean ph\u00e2n t\u00edch c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y trong qu\u00e1 tr\u00ecnh \u0111i\u1ec1u tra. Trong m\u1ed9t SOC v\u1eadn h\u00e0nh b\u1eb1ng AI, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 \u0111\u01a1n gi\u1ea3n l\u00e0 kh\u00f4ng ph\u00e1t hi\u1ec7n \u0111\u01b0\u1ee3c m\u1ed1i \u0111e d\u1ecda v\u00ec d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft ch\u01b0a bao gi\u1edd \u0111\u1ebfn \u0111\u01b0\u1ee3c m\u00f4 h\u00ecnh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">V\u00ec l\u00fd do n\u00e0y, kh\u1ea3 n\u0103ng quan s\u00e1t chuy\u00ean s\u00e2u \u0111\u1ed1i v\u1edbi c\u00e1c lu\u1ed3ng d\u1eef li\u1ec7u \u0111o t\u1eeb xa\u2014 t\u1eeb ngu\u1ed3n \u0111\u1ebfn \u0111\u00edch \u2014 kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110\u00f3 l\u00e0 y\u00eau c\u1ea7u b\u1eaft bu\u1ed9c \u0111\u1ec3 c\u00f3 th\u1ec3 tin t\u01b0\u1edfng v\u00e0o c\u00e1c quy\u1ebft \u0111\u1ecbnh b\u1ea3o m\u1eadt t\u1ef1 \u0111\u1ed9ng.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00e1c \u0111\u1ecbnh d\u1ea1ng m\u1edf b\u1ea3o v\u1ec7 kho\u1ea3n \u0111\u1ea7u t\u01b0 d\u00e0i h\u1ea1n<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Cu\u1ed9c th\u1ea3o lu\u1eadn v\u1ec1 schema l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a c\u00e2u h\u1ecfi l\u1edbn h\u01a1n: ai ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u b\u1ea3o m\u1eadt?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi d\u1eef li\u1ec7u \u0111o t\u1eeb xa b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef \u1edf c\u00e1c \u0111\u1ecbnh d\u1ea1ng \u0111\u1ed9c quy\u1ec1n do m\u1ed9t nh\u00e0 cung c\u1ea5p duy nh\u1ea5t ki\u1ec3m so\u00e1t, t\u1ed5 ch\u1ee9c s\u1ebd tr\u1edf n\u00ean ph\u1ee5 thu\u1ed9c v\u00e0o c\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 h\u1ec7 sinh th\u00e1i c\u1ee7a nh\u00e0 cung c\u1ea5p \u0111\u00f3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c \u0111\u1ecbnh d\u1ea1ng m\u1edf thay \u0111\u1ed5i m\u1ed1i quan h\u1ec7 n\u00e0y.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Khi d\u1eef li\u1ec7u b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a theo c\u00e1c ti\u00eau chu\u1ea9n nh\u01b0 OCSF, OpenTelemetry, ECS, ASIM ho\u1eb7c CIM v\u00e0 \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef b\u1eb1ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng m\u1edf nh\u01b0 Parquet ho\u1eb7c Iceberg, t\u1ed5 ch\u1ee9c v\u1eabn duy tr\u00ec quy\u1ec1n ki\u1ec3m so\u00e1t \u0111\u1ed1i v\u1edbi d\u1eef li\u1ec7u c\u1ee7a m\u00ecnh.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y mang l\u1ea1i s\u1ef1 linh ho\u1ea1t cao h\u01a1n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>C\u00f3 th\u1ec3 thay \u0111\u1ed5i n\u1ec1n t\u1ea3ng AI SOC m\u00e0 kh\u00f4ng l\u00e0m m\u1ea5t d\u1eef li\u1ec7u l\u1ecbch s\u1eed<\/li>\n\n\n\n<li>C\u00f3 th\u1ec3 di chuy\u1ec3n data lake d\u1ec5 d\u00e0ng h\u01a1n<\/li>\n\n\n\n<li>C\u00e1c c\u00f4ng c\u1ee5 ph\u00e1t hi\u1ec7n c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n \u0111\u1ed9c l\u1eadp<\/li>\n\n\n\n<li>T\u1ed5 ch\u1ee9c tr\u00e1nh \u0111\u01b0\u1ee3c t\u00ecnh tr\u1ea1ng ph\u1ee5 thu\u1ed9c kh\u00f4ng c\u1ea7n thi\u1ebft v\u00e0o m\u1ed9t nh\u00e0 cung c\u1ea5p<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c ki\u1ebfn tr\u00fac SOC m\u1ea1nh nh\u1ea5t \u0111ang chuy\u1ec3n sang m\u00f4 h\u00ecnh n\u00e0y kh\u00f4ng ph\u1ea3i v\u00ec c\u00e1c \u0111\u1ecbnh d\u1ea1ng m\u1edf \u0111\u01a1n thu\u1ea7n l\u00e0 m\u1ed9t xu h\u01b0\u1edbng, m\u00e0 v\u00ec ch\u00fang cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c duy tr\u00ec quy\u1ec1n ki\u1ec3m so\u00e1t trong m\u1ed9t th\u1ecb tr\u01b0\u1eddng b\u1ea3o m\u1eadt AI \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">N\u1ec1n t\u1ea3ng t\u1ea1o n\u00ean th\u00e0nh c\u00f4ng cho AI SOC<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">Ho\u1ea1t \u0111\u1ed9ng b\u1ea3o m\u1eadt theo m\u00f4 h\u00ecnh AI-native \u0111\u00f2i h\u1ecfi nhi\u1ec1u h\u01a1n nh\u1eefng kh\u1ea3 n\u0103ng AI ti\u00ean ti\u1ebfn.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u00f3 \u0111\u00f2i h\u1ecfi m\u1ed9t n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u s\u1eb5n s\u00e0ng cho AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0110i\u1ec1u n\u00e0y bao g\u1ed3m:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chu\u1ea9n h\u00f3a v\u00e0 b\u1ed5 sung ng\u1eef c\u1ea3nh d\u1ef1a tr\u00ean schema ngay t\u1ea1i \u0111i\u1ec3m ti\u1ebfp nh\u1eadn d\u1eef li\u1ec7u, s\u1eed d\u1ee5ng c\u00e1c ti\u00eau chu\u1ea9n m\u1edf nh\u01b0 OCSF v\u00e0 OpenTelemetry<\/li>\n\n\n\n<li>L\u1ecdc d\u1eef li\u1ec7u th\u00f4ng minh tr\u01b0\u1edbc khi d\u1eef li\u1ec7u \u0111\u1ebfn c\u00e1c c\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt ph\u00eda sau<\/li>\n\n\n\n<li>Kh\u1ea3 n\u0103ng quan s\u00e1t \u0111\u1ea7y \u0111\u1ee7 tr\u00ean to\u00e0n b\u1ed9 c\u00e1c pipeline telemetry<\/li>\n\n\n\n<li>C\u00e1c \u0111\u1ecbnh d\u1ea1ng l\u01b0u tr\u1eef m\u1edf gi\u00fap duy tr\u00ec quy\u1ec1n ki\u1ec3m so\u00e1t c\u1ee7a t\u1ed5 ch\u1ee9c \u0111\u1ed1i v\u1edbi d\u1eef li\u1ec7u b\u1ea3o m\u1eadt<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">C\u00e1c n\u1ec1n t\u1ea3ng AI SOC ng\u00e0y c\u00e0ng tr\u1edf n\u00ean m\u1ea1nh m\u1ebd h\u01a1n.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuy nhi\u00ean, \u0111\u1ed1i v\u1edbi nhi\u1ec1u t\u1ed5 ch\u1ee9c, l\u1edbp d\u1eef li\u1ec7u n\u1ec1n t\u1ea3ng v\u1eabn ch\u01b0a s\u1eb5n s\u00e0ng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Thu h\u1eb9p kho\u1ea3ng c\u00e1ch n\u00e0y th\u00f4ng qua c\u00e1c l\u01b0\u1ee3c \u0111\u1ed3 m\u1edf, \u0111\u1ecbnh d\u1ea1ng m\u1edf v\u00e0 ki\u1ebfn tr\u00fac pipeline d\u1eef li\u1ec7u b\u1ea3o m\u1eadt hi\u1ec7n \u0111\u1ea1i l\u00e0 c\u00e1ch m\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c gi\u00e1 tr\u1ecb l\u1edbn nh\u1ea5t t\u1eeb nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 v\u00e0o AI SOC.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>V\u1ec1 DT Asia<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DT Asia \u0111\u01b0\u1ee3c th\u00e0nh l\u1eadp n\u0103m 2007 v\u1edbi s\u1ee9 m\u1ec7nh \u0111\u01b0a c\u00e1c gi\u1ea3i ph\u00e1p b\u1ea3o m\u1eadt CNTT ti\u00ean phong kh\u00e1c nhau t\u1eeb Hoa K\u1ef3, Ch\u00e2u \u00c2u v\u00e0 Israel gia nh\u1eadp th\u1ecb tr\u01b0\u1eddng.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hi\u1ec7n t\u1ea1i, DT Asia l\u00e0 m\u1ed9t nh\u00e0 ph\u00e2n ph\u1ed1i gi\u00e1 tr\u1ecb gia t\u0103ng trong khu v\u1ef1c \u0111\u1ed1i v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p an ninh m\u1ea1ng, cung c\u1ea5p c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn cho c\u00e1c t\u1ed5 ch\u1ee9c ch\u00ednh ph\u1ee7 tr\u1ecdng y\u1ebfu c\u0169ng nh\u01b0 c\u00e1c kh\u00e1ch h\u00e0ng t\u01b0 nh\u00e2n l\u1edbn bao g\u1ed3m c\u00e1c ng\u00e2n h\u00e0ng to\u00e0n c\u1ea7u v\u00e0 c\u00e1c c\u00f4ng ty trong danh s\u00e1ch Fortune 500. V\u1edbi c\u00e1c v\u0103n ph\u00f2ng v\u00e0 \u0111\u1ed1i t\u00e1c r\u1ed9ng kh\u1eafp trong khu v\u1ef1c Ch\u00e2u \u00c1 Th\u00e1i B\u00ecnh D\u01b0\u01a1ng, ch\u00fang t\u00f4i hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 th\u1ecb tr\u01b0\u1eddng v\u00e0 t\u1eeb \u0111\u00f3 mang \u0111\u1ebfn nh\u1eefng gi\u1ea3i ph\u00e1p b\u1ea3n \u0111\u1ecba h\u00f3a ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng qu\u1ed1c gia, t\u1eebng t\u1ed5 ch\u1ee9c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ch\u00fang t\u00f4i h\u1ed7 tr\u1ee3 nh\u01b0 th\u1ebf n\u00e0o<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">N\u1ebfu b\u1ea1n mu\u1ed1n t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 \u201cT\u1ea1i sao AI SOC c\u1ee7a b\u1ea1n ch\u1ec9 t\u1ed1t khi d\u1eef li\u1ec7u cung c\u1ea5p cho n\u00f3 \u0111\u1ee7 t\u1ed1t\u201d, b\u1ea1n \u0111\u00e3 \u0111\u1ebfn \u0111\u00fang n\u01a1i \u2014 ch\u00fang t\u00f4i lu\u00f4n s\u1eb5n s\u00e0ng h\u1ed7 tr\u1ee3!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">DTA l\u00e0 nh\u00e0 ph\u00e2n ph\u1ed1i c\u1ee7a Quest Software, \u0111\u1eb7c bi\u1ec7t t\u1ea1i Singapore v\u00e0 khu v\u1ef1c ch\u00e2u \u00c1. C\u00e1c k\u1ef9 thu\u1eadt vi\u00ean c\u1ee7a ch\u00fang t\u00f4i c\u00f3 nhi\u1ec1u kinh nghi\u1ec7m chuy\u00ean s\u00e2u v\u1ec1 s\u1ea3n ph\u1ea9m v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 li\u00ean quan m\u00e0 b\u1ea1n c\u00f3 th\u1ec3 lu\u00f4n tin t\u01b0\u1edfng. Ch\u00fang t\u00f4i cung c\u1ea5p gi\u1ea3i ph\u00e1p tr\u1ecdn g\u00f3i cho s\u1ea3n ph\u1ea9m n\u00e0y, bao g\u1ed3m t\u01b0 v\u1ea5n, tri\u1ec3n khai v\u00e0 d\u1ecbch v\u1ee5 b\u1ea3o tr\u00ec.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nh\u1ea5n v\u00e0o \u0111\u00e2y \u0111\u1ec3 t\u00ecm hi\u1ec3u th\u00eam: <a href=\"https:\/\/dtasiagroup.com\/axoflow\/\">https:\/\/dtasiagroup.com\/axoflow\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u1ea7m nh\u00ecn v\u1ec1 m\u1ed9t Trung t\u00e2m \u0110i\u1ec1u h\u00e0nh An ninh (SOC) \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh b\u1edfi AI mang l\u1ea1i s\u1ee9c h\u00fat l\u1edbn: kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n m\u1ed1i \u0111e d\u1ecda nhanh h\u01a1n, quy tr\u00ecnh \u0111i\u1ec1u tra t\u1ef1 \u0111\u1ed9ng, gi\u1ea3m b\u1edbt kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c cho chuy\u00ean gia ph\u00e2n t\u00edch, c\u00f9ng kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng quy m\u00f4 ho\u1ea1t \u0111\u1ed9ng an ninh m\u00e0 kh\u00f4ng c\u1ea7n t\u0103ng nh\u00e2n s\u1ef1 t\u01b0\u01a1ng \u1ee9ng.<\/p>\n","protected":false},"author":11,"featured_media":16838,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[79,63],"tags":[],"class_list":["post-17293","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bai-viet","category-announcements-vi"],"_links":{"self":[{"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/posts\/17293","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/comments?post=17293"}],"version-history":[{"count":2,"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/posts\/17293\/revisions"}],"predecessor-version":[{"id":17297,"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/posts\/17293\/revisions\/17297"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/media\/16838"}],"wp:attachment":[{"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/media?parent=17293"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/categories?post=17293"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dtasiagroup.com\/vi\/wp-json\/wp\/v2\/tags?post=17293"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}