{"id":9677,"date":"2026-08-09T19:17:23","date_gmt":"2026-08-09T12:17:23","guid":{"rendered":"https:\/\/useful.vn\/?p=9677"},"modified":"2026-08-09T19:17:23","modified_gmt":"2026-08-09T12:17:23","slug":"ba-thach-thuc-lon-khi-trien-khai-ai-chu-quyen","status":"publish","type":"post","link":"https:\/\/useful.vn\/?p=9677","title":{"rendered":"Ba th\u00e1ch th\u1ee9c l\u1edbn khi tri\u1ec3n khai AI ch\u1ee7 quy\u1ec1n"},"content":{"rendered":"
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\nBa th\u00e1ch th\u1ee9c l\u1edbn khi tri\u1ec3n khai AI ch\u1ee7 quy\u1ec1n <\/h1>\n

Theo chuy\u00ean gia, vi\u1ec7c tri\u1ec3n khai AI ch\u1ee7 quy\u1ec1n c\u1ea7n gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c v\u1ec1 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, tu\u00e2n th\u1ee7 ph\u00e1p l\u00fd v\u00e0 ki\u1ec3m so\u00e1t v\u1eadn h\u00e0nh.<\/p>\n

Nh\u1eadn \u0111\u1ecbnh \u0111\u01b0\u1ee3c \u00f4ng Nguy\u1ec5n V\u0103n Ph\u01b0\u01a1ng, ki\u1ebfn tr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p c\u1ee7a c\u00f4ng ty Hewlett Packard Enterprise (HPE) Vi\u1ec7t Nam, n\u00eau t\u1ea1i h\u1ed9i th\u1ea3o AI v\u00e0 ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean s\u1ed1, ng\u00e0y 22\/7 t\u1ea1i TP HCM.<\/p>\n

Theo \u00f4ng Ph\u01b0\u01a1ng, vi\u1ec7c tri\u1ec3n khai AI ch\u1ee7 quy\u1ec1n \u0111ang r\u1ea5t c\u1ea5p thi\u1ebft v\u1edbi m\u1ecdi t\u1ed5 ch\u1ee9c. Tr\u00edch d\u1eabn c\u00e1c nghi\u00ean c\u1ee9u, \u00f4ng cho bi\u1ebft c\u00f3 \u0111\u1ebfn 3\/4 nh\u00e0 l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p xem \u0111\u00e2y l\u00e0 y\u00eau c\u1ea7u c\u1ea5p b\u00e1ch. \u0110\u1ed9ng l\u1ef1c c\u1ed1t l\u00f5i, l\u00e0 n\u0103ng l\u1ef1c c\u1ea1nh tranh v\u1ec1 kinh t\u1ebf; t\u1ef1 ch\u1ee7 v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7 t\u1ea1o b\u1ec7 ph\u00f3ng cho ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o v\u00e0 ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m. \u1ede t\u1ea7m v\u0129 m\u00f4 nh\u01b0 c\u1ea5p qu\u1ed1c gia hay ch\u00ednh ph\u1ee7, AI ch\u1ee7 quy\u1ec1n gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n \u0111\u1ea3m b\u1ea3o an ninh qu\u1ed1c gia v\u00e0 b\u1ea3o t\u1ed3n b\u1ea3n s\u1eafc v\u0103n h\u00f3a.<\/p>\n

“Khi ch\u00fang ta ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn c\u1ee7a n\u01b0\u1edbc ngo\u00e0i, h\u1ecd th\u01b0\u1eddng kh\u00f4ng \u01b0u ti\u00ean t\u1ed1i \u01b0u cho ti\u1ebfng Vi\u1ec7t hay v\u0103n h\u00f3a Vi\u1ec7t. Vi\u1ec7c l\u00e0m ch\u1ee7 AI gi\u00fap b\u1ea3o v\u1ec7 ng\u00f4n ng\u1eef v\u00e0 gi\u00e1 tr\u1ecb v\u0103n h\u00f3a c\u1ed1t l\u00f5i c\u1ee7a m\u00ecnh”, \u00f4ng Ph\u01b0\u01a1ng n\u00f3i.<\/p>\n

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\u00d4ng Nguy\u1ec5n V\u0103n Ph\u01b0\u01a1ng, ki\u1ebfn tr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p c\u1ee7a c\u00f4ng ty Hewlett Packard Enterprise (HPE), ph\u00e1t bi\u1ec3u t\u1ea1i s\u1ef1 ki\u1ec7n. \u1ea2nh: B\u1ea3o L\u00e2m<\/em><\/p>\n<\/figcaption><\/figure>\n

Chuy\u00ean gia c\u1ee7a HPE c\u0169ng ch\u1ec9 ra th\u1ef1c t\u1ebf, ch\u1ec9 kho\u1ea3ng 1\/4 trong s\u1ed1 c\u00e1c t\u1ed5 ch\u1ee9c, doanh nghi\u1ec7p th\u1ef1c s\u1ef1 bi\u1ebft m\u00ecnh ph\u1ea3i b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u. S\u1ed1 c\u00f2n l\u1ea1i, d\u00f9 \u00fd th\u1ee9c \u0111\u01b0\u1ee3c t\u1ea7m quan tr\u1ecdng nh\u01b0ng thi\u1ebfu chi\u1ebfn l\u01b0\u1ee3c to\u00e0n di\u1ec7n, ngu\u1ed3n kinh ph\u00ed ho\u1eb7c ch\u01b0a bi\u1ebft c\u00e1ch x\u00e2y d\u1ef1ng h\u1ea1 t\u1ea7ng ph\u00f9 h\u1ee3p \u0111\u1ec3 \u0111\u00e1p \u1ee9ng cho AI ch\u1ee7 quy\u1ec1n.<\/p>\n

Theo \u00f4ng Ph\u01b0\u01a1ng, n\u1ebfu b\u1ecf qua b\u00e0i to\u00e1n v\u1ec1 kinh ph\u00ed hay n\u1ec1n t\u1ea3ng ph\u1ea7n c\u1ee9ng c\u01a1 b\u1ea3n, khi ti\u1ebfn h\u00e0nh x\u00e2y d\u1ef1ng AI ch\u1ee7 quy\u1ec1n, m\u1ecdi t\u1ed5 ch\u1ee9c \u0111\u1ec1u s\u1ebd ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi ba th\u00e1ch th\u1ee9c l\u1edbn:<\/p>\n

\u0110\u1ea7u ti\u00ean l\u00e0 th\u00e1ch th\u1ee9c v\u1ec1 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u. \u0110\u00e2y \u0111\u01b0\u1ee3c xem l\u00e0 t\u00e0i s\u1ea3n v\u00f4 gi\u00e1, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c ng\u00e0nh tr\u1ecdng y\u1ebfu nh\u01b0 an ninh qu\u1ed1c gia hay y t\u1ebf. Theo kh\u1ea3o s\u00e1t c\u1ee7a Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Th\u1ebf gi\u1edbi (WEF) c\u00f4ng b\u1ed1 \u0111\u1ea7u n\u0103m nay, 1\/3 s\u1ed1 CEO coi t\u1ea5n c\u00f4ng m\u1ea1ng l\u00e0 r\u1ee7i ro h\u00e0ng \u0111\u1ea7u \u0111\u1ed1i v\u1edbi t\u1ed5 ch\u1ee9c, g\u1ea7n 50% l\u00e3nh \u0111\u1ea1o an ninh m\u1ea1ng lo ng\u1ea1i s\u00e2u s\u1eafc v\u1ec1 c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng nh\u1eafm v\u00e0o h\u1ec7 th\u1ed1ng AI. Tuy nhi\u00ean, nh\u1eefng t\u1ed5 ch\u1ee9c \u01b0u ti\u00ean chi\u1ebfn l\u01b0\u1ee3c AI ch\u1ee7 quy\u1ec1n c\u00f3 th\u1ec3 \u0111\u1ea1t m\u1ee9c l\u1ee3i nhu\u1eadn cao g\u1ea5p 5 l\u1ea7n v\u00e0 t\u1ea1o ra gi\u00e1 tr\u1ecb doanh nghi\u1ec7p cao h\u01a1n 90% so v\u1edbi nh\u1eefng \u0111\u01a1n v\u1ecb ch\u1ec9 s\u1eed d\u1ee5ng AI c\u00f4ng c\u1ed9ng ho\u1eb7c thu\u00ea ngo\u00e0i.<\/p>\n

“Gi\u1ea3i ph\u00e1p \u1edf \u0111\u00e2y l\u00e0 ph\u1ea3i gi\u1eef d\u1eef li\u1ec7u lu\u00f4n n\u1eb1m trong ph\u1ea1m vi ki\u1ec3m so\u00e1t tuy\u1ec7t \u0111\u1ed1i c\u1ee7a t\u1ed5 ch\u1ee9c. H\u1ec7 th\u1ed1ng x\u1eed l\u00fd AI hay \u0111i\u1ec7n to\u00e1n hi\u1ec7u n\u0103ng cao ph\u1ea3i thi\u1ebft k\u1ebf v\u1edbi ti\u00eau chu\u1ea9n b\u1ea3o m\u1eadt ngay t\u1eeb \u0111\u1ea7u. \u0110\u1ed1i v\u1edbi c\u00e1c d\u1eef li\u1ec7u tr\u1ecdng y\u1ebfu c\u1ee7a ng\u00e0nh t\u00e0i ch\u00ednh, y t\u1ebf hay qu\u1ed1c ph\u00f2ng, h\u1ec7 th\u1ed1ng th\u1eadm ch\u00ed ph\u1ea3i \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ea1ng “air-gapped” (c\u00e1ch ly ho\u00e0n to\u00e0n kh\u1ecfi Internet)”, \u00f4ng Ph\u01b0\u01a1ng n\u00f3i.<\/p>\n

Th\u1ee9 hai l\u00e0 th\u00e1ch th\u1ee9c v\u1ec1 tu\u00e2n th\u1ee7 ph\u00e1p l\u00fd. Chuy\u00ean gia HPE \u0111\u00e1nh gi\u00e1, c\u00e1c quy \u0111\u1ecbnh v\u1ec1 d\u1eef li\u1ec7u, AI v\u00e0 an ninh m\u1ea1ng \u0111ang ng\u00e0y c\u00e0ng th\u1eaft ch\u1eb7t tr\u00ean to\u00e0n c\u1ea7u c\u0169ng nh\u01b0 t\u1ea1i Vi\u1ec7t Nam. Do \u0111\u00f3 doanh nghi\u1ec7p c\u1ea7n tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh AI t\u1ea1i trung t\u00e2m d\u1eef li\u1ec7u n\u1ed9i b\u1ed9 ho\u1eb7c k\u1ebft h\u1ee3p d\u1ecbch v\u1ee5 t\u01b0 v\u1ea5n gi\u1ea3i ph\u00e1p \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u00e1p \u1ee9ng kh\u1eaft khe c\u00e1c khung ph\u00e1p l\u00fd.<\/p>\n

Th\u1ee9 ba l\u00e0 th\u00e1ch th\u1ee9c v\u1ec1 ki\u1ec3m so\u00e1t v\u00e0 v\u1eadn h\u00e0nh AI. M\u1ed9t h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o n\u1ebfu thi\u1ebfu \u0111i s\u1ef1 gi\u00e1m s\u00e1t \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c ho\u00e0n to\u00e0n m\u1ea5t ki\u1ec3m so\u00e1t. Gi\u1ea3i ph\u00e1p l\u00e0 c\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t n\u1ec1n t\u1ea3ng qu\u1ea3n tr\u1ecb t\u1ef1 \u0111\u1ed9ng h\u00f3a, t\u1eadp trung cho to\u00e0n b\u1ed9 v\u00f2ng \u0111\u1eddi c\u1ee7a AI t\u1eeb l\u00fac d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, hu\u1ea5n luy\u1ec7n (training), tinh ch\u1ec9nh (fine-tuning), ph\u1ee5c v\u1ee5 (serving) cho \u0111\u1ebfn gi\u00e1m s\u00e1t (monitoring). N\u00f3i c\u00e1ch kh\u00e1c, c\u00f3 th\u1ec3 d\u00f9ng ch\u00ednh AI \u0111\u1ec3 qu\u1ea3n l\u00fd kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a AI.<\/p>\n

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C\u00e1c chuy\u00ean gia trong phi\u00ean t\u1ecda \u0111\u00e0m t\u1ea1i s\u1ef1 ki\u1ec7n. \u1ea2nh: B\u1ea3o L\u00e2m<\/em><\/p>\n<\/figcaption><\/figure>\n

Ba nh\u00f3m r\u1ee7i ro c\u1ea7n gi\u1ea3i quy\u1ebft<\/strong><\/p>\n

Theo b\u00e0 An Tr\u1ecbnh, Qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u v\u00e0 AI c\u1ee7a c\u00f4ng ty Data Protectify, khi tri\u1ec3n khai AI ch\u1ee7 quy\u1ec1n c\u00f3 ba nh\u00f3m r\u1ee7i ro ch\u00ednh c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft.<\/p>\n

Nh\u00f3m r\u1ee7i ro \u0111\u1ea7u ti\u00ean li\u00ean quan \u0111\u1ebfn c\u01a1 ch\u1ebf gi\u00e1m s\u00e1t v\u00e0 qu\u1ea3n l\u00fd c\u1ee7a con ng\u01b0\u1eddi (human oversight). C\u1ee5 th\u1ec3, n\u1ebfu m\u1ed9t h\u1ec7 th\u1ed1ng AI t\u1ef1 ch\u1ee7 c\u00f3 th\u1ec3 t\u1ef1 truy c\u1eadp d\u1eef li\u1ec7u n\u1ed9i b\u1ed9, t\u1ef1 ra quy\u1ebft \u0111\u1ecbnh v\u00e0 th\u1ef1c hi\u1ec7n m\u00e0 kh\u00f4ng c\u1ea7n con ng\u01b0\u1eddi ph\u00ea duy\u1ec7t. Tuy nhi\u00ean, n\u00f3 c\u00f3 th\u1ec3 t\u1ef1 \u00fd x\u00f3a h\u1ee7y c\u00e1c d\u1eef li\u1ec7u quan tr\u1ecdng nh\u01b0 th\u00f4ng tin kh\u00e1ch h\u00e0ng hay b\u00ed m\u1eadt kinh doanh, g\u00e2y thi\u1ec7t h\u1ea1i kh\u00f4n l\u01b0\u1eddng cho t\u1ed5 ch\u1ee9c.<\/p>\n

Nh\u00f3m r\u1ee7i ro th\u1ee9 hai l\u00e0 \u1ea3o gi\u00e1c AI. Khi s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1ec3 tra c\u1ee9u, ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 ti\u1ebfp nh\u1eadn th\u00f4ng tin sai l\u1ec7ch ho\u1eb7c nh\u1eefng suy lu\u1eadn thi\u1ebfu logic. S\u1ef1 c\u1ed1 n\u00e0y s\u1ebd r\u1ea5t nghi\u00eam tr\u1ecdng n\u1ebfu th\u00f4ng tin sai \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho c\u00f4ng vi\u1ec7c ch\u00ednh, \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn c\u00e1 nh\u00e2n v\u00e0 t\u1ed5 ch\u1ee9c. Do \u0111\u00f3 lu\u00f4n \u0111\u00f2i h\u1ecfi ng\u01b0\u1eddi d\u00f9ng ph\u1ea3i ki\u1ec3m ch\u1ee9ng l\u1ea1i k\u1ebft qu\u1ea3.<\/p>\n

Th\u1ee9 ba, quy \u0111\u1ecbnh v\u1ec1 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 an ninh m\u1ea1ng. Tr\u00edch d\u1eabn b\u00e1o c\u00e1o n\u0103m 2025 c\u1ee7a IBM v\u1ec1 s\u1ef1 c\u1ed1 r\u00f2 r\u1ec9 d\u1eef li\u1ec7u, b\u00e0 An cho bi\u1ebft c\u00e1c t\u1ed5 ch\u1ee9c thi\u1ebfu khung qu\u1ea3n tr\u1ecb AI s\u1ebd ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi t\u1ed5n th\u1ea5t t\u00e0i ch\u00ednh l\u1edbn h\u01a1n r\u1ea5t nhi\u1ec1u so v\u1edbi nh\u1eefng \u0111\u01a1n v\u1ecb \u0111\u00e3 t\u00edch h\u1ee3p th\u00e0nh c\u00f4ng khung qu\u1ea3n tr\u1ecb AI v\u1edbi b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 an ninh m\u1ea1ng.<\/p>\n

\u00d4ng Nguy\u1ec5n Thanh L\u00e2m, Tr\u01b0\u1edfng trung t\u00e2m an ninh m\u1ea1ng c\u1ee7a C\u00f4ng vi\u00ean ph\u1ea7n m\u1ec1m Quang Trung (QTSC), nh\u1ea5n m\u1ea1nh, AI \u0111ang t\u1ea1o ra m\u1ed9t “b\u1ec1 m\u1eb7t” t\u1ea5n c\u00f4ng ho\u00e0n to\u00e0n m\u1edbi, ch\u1ee9a \u0111\u1ef1ng d\u1eef li\u1ec7u, ng\u1eef c\u1ea3nh, danh t\u00ednh v\u00e0 quy\u1ec1n h\u00e0nh \u0111\u1ed9ng.<\/p>\n

“Ch\u00fang ta kh\u00f4ng th\u1ec3 b\u1ea3o v\u1ec7 nh\u1eefng g\u00ec kh\u00f4ng nh\u00ecn th\u1ea5y”, \u00f4ng L\u00e2m n\u00f3i, \u0111\u1ec1 xu\u1ea5t doanh nghi\u1ec7p c\u1ea7n nh\u1eadn di\u1ec7n, ki\u1ec3m k\u00ea v\u00e0 ki\u1ec3m so\u00e1t to\u00e0n b\u1ed9 t\u00e0i s\u1ea3n \u0111\u1ec3 th\u1ef1c s\u1ef1 l\u00e0m ch\u1ee7 d\u1eef li\u1ec7u c\u1ee7a ch\u00ednh m\u00ecnh.<\/p>\n

Theo chuy\u00ean gia c\u1ee7a QTSC, AI \u0111ang h\u00ecnh th\u00e0nh c\u00e1i g\u1ecdi l\u00e0 B\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng (Attack Surface) – to\u00e0n b\u1ed9 c\u00e1c \u0111i\u1ec3m m\u00e0 hacker c\u00f3 th\u1ec3 khai th\u00e1c \u0111\u1ec3 x\u00e2m nh\u1eadp h\u1ec7 th\u1ed1ng, t\u1eeb c\u1ed5ng m\u1ea1ng, \u1ee9ng d\u1ee5ng web \u0111\u1ebfn h\u1ec7 th\u1ed1ng b\u00ean th\u1ee9 ba, thi\u1ebft b\u1ecb c\u1ee7a qu\u1ea3n tr\u1ecb vi\u00ean k\u1ebft n\u1ed1i t\u1eeb xa. \u0110i k\u00e8m l\u00e0 kh\u00e1i ni\u1ec7m “ph\u01a1i nhi\u1ec5m” (Exposure) – nh\u1eefng \u0111i\u1ec3m y\u1ebfu v\u00f4 t\u00ecnh b\u1ecb l\u1ed9 ra ngo\u00e0i Internet. Khi doanh nghi\u1ec7p m\u1edf r\u1ed9ng, s\u1ed1 l\u01b0\u1ee3ng h\u1ec7 th\u1ed1ng v\u00e0 k\u1ebft n\u1ed1i t\u0103ng l\u00ean, khi\u1ebfn b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng ng\u00e0y c\u00e0ng l\u1edbn v\u00e0 t\u1ea1o th\u00eam nhi\u1ec1u c\u01a1 h\u1ed9i cho tin t\u1eb7c.<\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, AI, \u0111\u1eb7c bi\u1ec7t l\u00e0 AI t\u1ea1o sinh, \u0111ang t\u1ea1o ra m\u1ed9t b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng ho\u00e0n to\u00e0n m\u1edbi. Doanh nghi\u1ec7p \u0111\u1ed1i m\u1eb7t v\u1edbi nguy c\u01a1 t\u1eeb “Shadow AI” khi nh\u00e2n vi\u00ean t\u1ef1 \u00fd \u0111\u01b0a d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m l\u00ean c\u00e1c n\u1ec1n t\u1ea3ng AI; c\u00e1c l\u1ed7 h\u1ed5ng c\u1ee7a m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM) nh\u01b0 Prompt Injection (ch\u00e8n c\u00e2u l\u1ec7nh \u0111\u1ed9c h\u1ea1i nh\u1eb1m \u0111\u00e1nh l\u1eeba AI), jailbreak (can thi\u1ec7p ph\u1ea7n m\u1ec1m nh\u1eb1m v\u01b0\u1ee3t r\u00e0o b\u1ea3o m\u1eadt) hay \u0111\u1ea7u \u0111\u1ed9c d\u1eef li\u1ec7u; t\u00e1c nh\u00e2n AI Agent t\u1ef1 v\u01b0\u1ee3t quy\u1ec1n khi t\u1ef1 \u0111\u1ed9ng th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5 quan tr\u1ecdng.<\/p>\n

“N\u1ebfu kh\u00f4ng \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd, AI c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh \u0111i\u1ec3m x\u00e2m nh\u1eadp \u0111\u1ec3 hacker \u0111\u00e1nh c\u1eafp d\u1eef li\u1ec7u ho\u1eb7c chi\u1ebfm quy\u1ec1n h\u1ec7 th\u1ed1ng”, \u00f4ng L\u00e2m c\u1ea3nh b\u00e1o.<\/p>\n

\u0110\u1ec3 \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c r\u1ee7i ro t\u1eeb AI, \u0111\u1ea1i di\u1ec7n QTSC \u0111\u1ec1 xu\u1ea5t m\u00f4 h\u00ecnh “ch\u1ee7 quy\u1ec1n AI” v\u1edbi b\u1ed1n y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i, g\u1ed3m ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u, qu\u1ea3n l\u00fd m\u00f4 h\u00ecnh AI, ph\u00e2n quy\u1ec1n truy c\u1eadp v\u00e0 ki\u1ec3m to\u00e1n h\u1ec7 th\u1ed1ng nh\u1eb1m \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t, truy v\u1ebft v\u00e0 kh\u00f4i ph\u1ee5c khi x\u1ea3y ra s\u1ef1 c\u1ed1. Vi\u1ec7c qu\u1ea3n l\u00fd b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng \u0111\u01b0\u1ee3c tri\u1ec3n khai qua 5 b\u01b0\u1edbc, g\u1ed3m nh\u1eadn di\u1ec7n to\u00e0n b\u1ed9 t\u00e0i s\u1ea3n; ph\u00e2n lo\u1ea1i m\u1ee9c \u0111\u1ed9 quan tr\u1ecdng; \u0111\u00e1nh gi\u00e1 r\u1ee7i ro; kh\u1eafc ph\u1ee5c c\u00e1c \u0111i\u1ec3m ph\u01a1i nhi\u1ec5m, quy\u1ec1n truy c\u1eadp v\u01b0\u1ee3t m\u1ee9c; v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c \u0111\u1ec3 ph\u00e1t hi\u1ec7n h\u00e0nh vi b\u1ea5t th\u01b0\u1eddng.<\/p>\n

\u00d4ng Ph\u1ea1m Tu\u1ea5n Anh, Gi\u00e1m \u0111\u1ed1c trung t\u00e2m gi\u1ea3i ph\u00e1p AI c\u1ee7a t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 TMA, cho r\u1eb1ng hi\u1ec7n kh\u00f4ng c\u00f3 c\u00f4ng th\u1ee9c chung, nh\u01b0ng v\u1edbi c\u00e1c \u0111\u01a1n v\u1ecb y\u00eau c\u1ea7u b\u1ea3o m\u1eadt nghi\u00eam ng\u1eb7t, xu h\u01b0\u1edbng t\u1ea5t y\u1ebfu l\u00e0 tri\u1ec3n khai h\u1ea1 t\u1ea7ng n\u1ed9i b\u1ed9 ho\u1eb7c s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb AI t\u1ea1i bi\u00ean (Edge AI). Nh\u01b0ng \u0111\u1ec3 th\u00e0nh c\u00f4ng, d\u1eef li\u1ec7u ph\u1ea3i \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a, h\u1ea1 t\u1ea7ng ph\u00f9 h\u1ee3p v\u1edbi b\u00e0i to\u00e1n kinh doanh, \u0111\u1ed9i ng\u0169 nh\u00e2n s\u1ef1 s\u1eb5n s\u00e0ng \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 c\u1ea7n c\u00f3 l\u1ed9 tr\u00ecnh th\u1eed nghi\u1ec7m t\u1eeb quy m\u00f4 nh\u1ecf tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng.<\/p>\n

Tr\u01b0\u1edbc \u0111\u00f3, ph\u00e1t bi\u1ec3u t\u1ea1i s\u1ef1 ki\u1ec7n GStar 2026 v\u1edbi ch\u1ee7 \u0111\u1ec1 Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 Nh\u00e2n lo\u1ea1i di\u1ec5n ra t\u1ea1i TP HCM ng\u00e0y 29\/5, Th\u1ee9 tr\u01b0\u1edfng Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 B\u00f9i Ho\u00e0ng Ph\u01b0\u01a1ng nh\u1ea5n m\u1ea1nh, Vi\u1ec7t Nam \u0111\u1eb7t m\u1ee5c ti\u00eau \u0111\u1ebfn n\u0103m 2030 s\u1ebd tr\u1edf th\u00e0nh nh\u00f3m ba n\u01b0\u1edbc d\u1eabn \u0111\u1ea7u \u0110\u00f4ng Nam \u00c1 v\u1ec1 nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Sau n\u0103m 2025 c\u00f3 khung ph\u00e1p l\u00fd, n\u0103m 2026 l\u00e0 giai \u0111o\u1ea1n qu\u1ed1c gia b\u01b0\u1edbc v\u00e0o t\u0103ng t\u1ed1c. Vi\u1ec7t Nam s\u1ebd kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c \u1ee9ng d\u1ee5ng AI \u0111\u01a1n l\u1ebb, thay v\u00e0o \u0111\u00f3 nh\u1eafm t\u1edbi m\u1ee5c ti\u00eau chi\u1ebfn l\u01b0\u1ee3c l\u1edbn h\u01a1n l\u00e0 chuy\u1ec3n \u0111\u1ed5i qu\u1ed1c gia to\u00e0n di\u1ec7n b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. \u0110\u1ec3 th\u00fac \u0111\u1ea9y, Vi\u1ec7t Nam s\u1ebd t\u1eebng b\u01b0\u1edbc nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n, l\u00e0m ch\u1ee7 nh\u1eefng c\u00f4ng ngh\u1ec7 l\u00f5i, t\u1ef1 ch\u1ee7 c\u00e1c m\u00f4 h\u00ecnh \u0111a d\u1ee5ng, m\u00f4 h\u00ecnh n\u1ec1n t\u1ea3ng d\u1ef1a tr\u00ean d\u1eef li\u1ec7u trong n\u01b0\u1edbc, kh\u00f4ng \u0111\u1ec3 ph\u1ee5 thu\u1ed9c ho\u00e0n to\u00e0n v\u00e0o c\u00f4ng ngh\u1ec7 n\u01b0\u1edbc ngo\u00e0i.<\/p>\n

B\u1ea3o L\u00e2m<\/strong><\/p>\n

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      https:\/\/vnexpress.net\/ba-thach-thuc-lon-khi-trien-khai-ai-chu-quyen-5100489.html<\/p>\n","protected":false},"excerpt":{"rendered":"

      Ba th\u00e1ch th\u1ee9c l\u1edbn khi tri\u1ec3n khai AI ch\u1ee7 quy\u1ec1n Theo chuy\u00ean gia, vi\u1ec7c tri\u1ec3n khai AI ch\u1ee7 quy\u1ec1n c\u1ea7n gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c v\u1ec1 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, tu\u00e2n th\u1ee7 ph\u00e1p l\u00fd v\u00e0 ki\u1ec3m so\u00e1t v\u1eadn h\u00e0nh. Nh\u1eadn \u0111\u1ecbnh \u0111\u01b0\u1ee3c \u00f4ng Nguy\u1ec5n V\u0103n Ph\u01b0\u01a1ng, ki\u1ebfn tr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p c\u1ee7a c\u00f4ng ty Hewlett Packard<\/p>\n","protected":false},"author":1,"featured_media":9678,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-9677","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe"],"_links":{"self":[{"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/posts\/9677","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9677"}],"version-history":[{"count":0,"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/posts\/9677\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/media\/9678"}],"wp:attachment":[{"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9677"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=9677"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=9677"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}