{"id":1629,"date":"2026-04-21T05:03:56","date_gmt":"2026-04-21T05:03:56","guid":{"rendered":"https:\/\/bbotech.vn\/?p=1629"},"modified":"2026-05-11T03:13:18","modified_gmt":"2026-05-11T03:13:18","slug":"bao-mat-du-lieu-ai","status":"publish","type":"post","link":"https:\/\/bbotech.vn\/vi\/bao-mat-du-lieu-ai\/","title":{"rendered":"B\u1ea3o M\u1eadt D\u1eef Li\u1ec7u Trong K\u1ef7 Nguy\u00ean AI: V\u1ea5n \u0110\u1ec1 Kh\u00f4ng C\u00f2n N\u1eb1m \u1ede Model, M\u00e0 \u1ede Governance"},"content":{"rendered":"

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B\u1ea3o m\u1eadt d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean AI \u0111ang tr\u1edf th\u00e0nh b\u00e0i to\u00e1n v\u1eadn h\u00e0nh, kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 b\u00e0i to\u00e1n c\u1ee7a \u0111\u1ed9i an ninh m\u1ea1ng<\/h2>\n

N\u1ebfu giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a l\u00e0n s\u00f3ng AI xoay quanh c\u00e2u h\u1ecfi \u201cd\u00f9ng m\u00f4 h\u00ecnh n\u00e0o\u201d, th\u00ec t\u1eeb 2025 sang 2026, c\u00e2u h\u1ecfi \u0111\u00e3 \u0111\u1ed5i th\u00e0nh \u201cd\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p \u0111i \u0111\u00e2u, ai \u0111\u01b0\u1ee3c ch\u1ea1m v\u00e0o, v\u00e0 ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m khi c\u00f3 s\u1ef1 c\u1ed1\u201d. \u0110\u00e2y l\u00e0 \u0111i\u1ec3m chuy\u1ec3n r\u1ea5t quan tr\u1ecdng. Khi AI \u0111i t\u1eeb c\u00f4ng c\u1ee5 th\u1eed nghi\u1ec7m sang h\u1ec7 th\u1ed1ng g\u1eafn v\u1edbi quy tr\u00ecnh th\u1eadt, r\u1ee7i ro kh\u00f4ng c\u00f2n n\u1eb1m ch\u1ee7 y\u1ebfu \u1edf ch\u1ea5t l\u01b0\u1ee3ng c\u00e2u tr\u1ea3 l\u1eddi. R\u1ee7i ro n\u1eb1m \u1edf quy\u1ec1n truy c\u1eadp, d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m, c\u00f4ng c\u1ee5 b\u00ean th\u1ee9 ba, v\u00e0 nh\u1eefng h\u00e0nh \u0111\u1ed9ng m\u00e0 h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ef1 th\u1ef1c hi\u1ec7n.<\/p>\n

D\u1eef li\u1ec7u m\u1edbi nh\u1ea5t cho th\u1ea5y \u00e1p l\u1ef1c n\u00e0y \u0111ang t\u0103ng r\u1ea5t nhanh. World Economic Forum c\u00f4ng b\u1ed1 ng\u00e0y 12\/01\/2026<\/strong> r\u1eb1ng 87%<\/strong> t\u1ed5 ch\u1ee9c \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t ghi nh\u1eadn r\u1ee7i ro li\u00ean quan t\u1edbi l\u1ed7 h\u1ed5ng AI t\u0103ng trong n\u0103m tr\u01b0\u1edbc, c\u00f2n 94%<\/strong> l\u00e3nh \u0111\u1ea1o cho r\u1eb1ng AI s\u1ebd l\u00e0 l\u1ef1c \u0111\u1ecbnh h\u00ecnh an ninh m\u1ea1ng l\u1edbn nh\u1ea5t trong n\u0103m 2026. \u0110\u00e1ng ch\u00fa \u00fd h\u01a1n, 34%<\/strong> ng\u01b0\u1eddi tham gia xem r\u00f2 r\u1ec9 d\u1eef li\u1ec7u g\u1eafn v\u1edbi AI t\u1ea1o sinh (Generative AI) l\u00e0 m\u1ed1i lo h\u00e0ng \u0111\u1ea7u cho n\u0103m 2026, cao h\u01a1n m\u1ee9c lo v\u1ec1 n\u0103ng l\u1ef1c t\u1ea5n c\u00f4ng \u0111\u1ed1i kh\u00e1ng b\u1eb1ng AI \u1edf 29%<\/strong>. (Ngu\u1ed3n: World Economic Forum, 12\/01\/2026)<\/em><\/p>\n

B\u1ea3o m\u1eadt d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean AI kh\u00f4ng c\u00f2n l\u00e0 chuy\u1ec7n kh\u00f3a d\u1eef li\u1ec7u th\u1eadt ch\u1eb7t. \u0110\u00f3 l\u00e0 b\u00e0i to\u00e1n thi\u1ebft k\u1ebf l\u1ea1i c\u00e1ch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c d\u00f9ng, \u0111\u01b0\u1ee3c c\u1ea5p quy\u1ec1n, \u0111\u01b0\u1ee3c ghi v\u1ebft v\u00e0 \u0111\u01b0\u1ee3c gi\u00e1m s\u00e1t xuy\u00ean su\u1ed1t v\u00f2ng \u0111\u1eddi AI.<\/p><\/blockquote>\n

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B\u1ea3o m\u1eadt d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean AI th\u1ef1c ch\u1ea5t l\u00e0 b\u1ea3o v\u1ec7 \u0111i\u1ec1u g\u00ec?<\/h2>\n

N\u00f3i ng\u1eafn g\u1ecdn, b\u1ea3o m\u1eadt d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean AI l\u00e0 vi\u1ec7c \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u \u0111\u00fang ng\u01b0\u1eddi \u0111\u01b0\u1ee3c d\u00f9ng, \u0111\u00fang m\u1ee5c \u0111\u00edch \u0111\u01b0\u1ee3c x\u1eed l\u00fd, \u0111\u00fang h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c ph\u00e9p truy c\u1eadp, v\u00e0 m\u1ecdi thao t\u00e1c quan tr\u1ecdng \u0111\u1ec1u c\u00f3 th\u1ec3 truy v\u1ebft. V\u1edbi doanh nghi\u1ec7p, ph\u1ea1m vi n\u00e0y r\u1ed9ng h\u01a1n b\u1ea3o v\u1ec7 c\u01a1 s\u1edf d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng. N\u00f3 bao g\u1ed3m d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n, d\u1eef li\u1ec7u \u0111\u01b0a v\u00e0o c\u00e2u l\u1ec7nh (prompt), d\u1eef li\u1ec7u sinh ra t\u1eeb m\u00f4 h\u00ecnh, d\u1eef li\u1ec7u \u0111i qua c\u00f4ng c\u1ee5 b\u00ean ngo\u00e0i, v\u00e0 d\u1eef li\u1ec7u m\u00e0 agent c\u00f3 th\u1ec3 \u0111\u1ecdc ho\u1eb7c c\u1eadp nh\u1eadt trong h\u1ec7 th\u1ed1ng.<\/p>\n

\u0110i\u1ec3m kh\u00e1c bi\u1ec7t c\u1ee7a AI n\u1eb1m \u1edf ch\u1ed7 d\u1eef li\u1ec7u kh\u00f4ng c\u00f2n \u0111\u1ee9ng y\u00ean. N\u00f3 li\u00ean t\u1ee5c \u0111\u01b0\u1ee3c k\u00e9o v\u00e0o c\u00e1c quy tr\u00ecnh m\u1edbi: tr\u1ee3 l\u00fd \u0111\u1ed3ng h\u00e0nh (copilot), chatbot n\u1ed9i b\u1ed9, c\u00f4ng c\u1ee5 t\u00f3m t\u1eaft t\u00e0i li\u1ec7u, h\u1ec7 th\u1ed1ng t\u00ecm ki\u1ebfm tri th\u1ee9c, hay agent c\u00f3 th\u1ec3 t\u1ef1 thao t\u00e1c tr\u00ean ph\u1ea7n m\u1ec1m doanh nghi\u1ec7p. Khi d\u1eef li\u1ec7u b\u1eaft \u0111\u1ea7u di chuy\u1ec3n nhi\u1ec1u h\u01a1n, nhanh h\u01a1n, v\u00e0 \u00edt nh\u00ecn th\u1ea5y h\u01a1n, b\u1ec1 m\u1eb7t r\u1ee7i ro c\u0169ng m\u1edf r\u1ed9ng theo.<\/p>\n

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T\u00edn hi\u1ec7u l\u1edbn nh\u1ea5t c\u1ee7a 2026 l\u00e0 r\u1ee7i ro r\u00f2 r\u1ec9 d\u1eef li\u1ec7u \u0111ang v\u01b0\u1ee3t l\u00ean tr\u00ean n\u1ed7i s\u1ee3 v\u1ec1 \u201cAI qu\u00e1 th\u00f4ng minh\u201d<\/h2>\n

Trong nhi\u1ec1u cu\u1ed9c th\u1ea3o lu\u1eadn n\u0103m 2024 v\u00e0 2025, th\u1ecb tr\u01b0\u1eddng th\u01b0\u1eddng lo v\u1ec1 vi\u1ec7c AI gi\u00fap k\u1ebb t\u1ea5n c\u00f4ng l\u00e0m nhanh h\u01a1n. N\u1ed7i lo \u0111\u00f3 v\u1eabn \u0111\u00fang. Nh\u01b0ng d\u1eef li\u1ec7u 2026 cho th\u1ea5y \u01b0u ti\u00ean \u0111ang \u0111\u1ed5i. Theo World Economic Forum, r\u00f2 r\u1ec9 d\u1eef li\u1ec7u li\u00ean quan t\u1edbi AI t\u1ea1o sinh hi\u1ec7n \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed1i quan ng\u1ea1i n\u1ed5i b\u1eadt h\u01a1n n\u0103ng l\u1ef1c t\u1ea5n c\u00f4ng \u0111\u1ed1i kh\u00e1ng b\u1eb1ng AI. (Ngu\u1ed3n: World Economic Forum, 12\/01\/2026)<\/em> \u0110i\u1ec1u n\u00e0y ph\u1ea3n \u00e1nh m\u1ed9t th\u1ef1c t\u1ebf r\u1ea5t doanh nghi\u1ec7p: ph\u1ea7n l\u1edbn s\u1ef1 c\u1ed1 kh\u00f4ng b\u1eaft \u0111\u1ea7u t\u1eeb \u201csi\u00eau AI\u201d, m\u00e0 t\u1eeb d\u1eef li\u1ec7u b\u1ecb nh\u1eadp sai ch\u1ed7, chia s\u1ebb sai k\u00eanh, c\u1ea5p quy\u1ec1n qu\u00e1 r\u1ed9ng ho\u1eb7c gi\u00e1m s\u00e1t qu\u00e1 mu\u1ed9n.<\/p>\n

C\u0169ng theo b\u00e1o c\u00e1o n\u00e0y, t\u1ef7 l\u1ec7 t\u1ed5 ch\u1ee9c c\u00f3 quy tr\u00ecnh \u0111\u00e1nh gi\u00e1 an ninh cho c\u00f4ng c\u1ee5 AI \u0111\u00e3 t\u0103ng t\u1eeb 37%<\/strong> trong n\u0103m 2025 l\u00ean 64%<\/strong> trong n\u0103m 2026. (Ngu\u1ed3n: World Economic Forum, 12\/01\/2026)<\/em> \u0110\u00e2y l\u00e0 t\u00edn hi\u1ec7u t\u00edch c\u1ef1c, nh\u01b0ng c\u0169ng l\u00e0 b\u1eb1ng ch\u1ee9ng cho th\u1ea5y n\u0103m 2025 nhi\u1ec1u doanh nghi\u1ec7p \u0111\u00e3 tri\u1ec3n khai AI nhanh h\u01a1n t\u1ed1c \u0111\u1ed9 d\u1ef1ng h\u00e0ng r\u00e0o ki\u1ec3m so\u00e1t. N\u00f3i c\u00e1ch kh\u00e1c, governance kh\u00f4ng \u0111i tr\u01b0\u1edbc. Governance \u0111ang c\u1ed1 \u0111u\u1ed5i theo.<\/p>\n

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Shadow AI \u0111ang l\u00e0 \u0111i\u1ec3m v\u1ee1 kh\u00f3 th\u1ea5y nh\u1ea5t trong doanh nghi\u1ec7p<\/h2>\n

N\u1ebfu b\u1ea1n h\u1ecfi \u0111\u00e2u l\u00e0 l\u1ed7 h\u1ed5ng d\u1eef li\u1ec7u ph\u1ed5 bi\u1ebfn nh\u1ea5t khi doanh nghi\u1ec7p d\u00f9ng AI, c\u00e2u tr\u1ea3 l\u1eddi nhi\u1ec1u khi kh\u00f4ng n\u1eb1m \u1edf m\u00f4 h\u00ecnh l\u00f5i, m\u00e0 \u1edf vi\u1ec7c nh\u00e2n vi\u00ean t\u1ef1 d\u00f9ng c\u00f4ng c\u1ee5 ngo\u00e0i lu\u1ed3ng. Cisco cho bi\u1ebft trong nghi\u00ean c\u1ee9u c\u00f4ng b\u1ed1 ng\u00e0y 02\/04\/2025<\/strong>, 64%<\/strong> ng\u01b0\u1eddi \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t lo r\u1eb1ng t\u1ed5 ch\u1ee9c c\u1ee7a h\u1ecd c\u00f3 th\u1ec3 v\u00f4 t\u00ecnh chia s\u1ebb th\u00f4ng tin nh\u1ea1y c\u1ea3m ra c\u00f4ng khai ho\u1eb7c v\u1edbi \u0111\u1ed1i th\u1ee7 th\u00f4ng qua AI t\u1ea1o sinh, nh\u01b0ng g\u1ea7n m\u1ed9t n\u1eeda c\u0169ng th\u1eeba nh\u1eadn \u0111\u00e3 nh\u1eadp d\u1eef li\u1ec7u nh\u00e2n s\u1ef1 ho\u1eb7c d\u1eef li\u1ec7u kh\u00f4ng c\u00f4ng khai v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y. (Ngu\u1ed3n: Cisco Data Privacy Benchmark Study 2025)<\/em><\/p>\n

IBM c\u0169ng ch\u1ec9 ra m\u1eb7t t\u1ed1i c\u1ee7a kho\u1ea3ng tr\u1ed1ng gi\u00e1m s\u00e1t n\u00e0y. Trong Cost of a Data Breach Report 2025<\/em>, 63%<\/strong> t\u1ed5 ch\u1ee9c b\u1ecb nghi\u00ean c\u1ee9u cho bi\u1ebft h\u1ecd ch\u01b0a c\u00f3 ch\u00ednh s\u00e1ch qu\u1ea3n tr\u1ecb AI \u0111\u1ec3 ki\u1ec3m so\u00e1t AI ho\u1eb7c ng\u0103n s\u1ef1 lan r\u1ed9ng c\u1ee7a AI ngo\u00e0i lu\u1ed3ng (shadow AI). Trong s\u1ed1 c\u00e1c t\u1ed5 ch\u1ee9c g\u1eb7p s\u1ef1 c\u1ed1 an ninh li\u00ean quan \u0111\u1ebfn AI, 97%<\/strong> thi\u1ebfu ki\u1ec3m so\u00e1t truy c\u1eadp AI ph\u00f9 h\u1ee3p. (Ngu\u1ed3n: IBM, 2025)<\/em><\/p>\n

\u0110i\u1ec1u quan tr\u1ecdng \u1edf \u0111\u00e2y l\u00e0 shadow AI kh\u00f4ng ch\u1ec9 t\u1ea1o ra r\u1ee7i ro tu\u00e2n th\u1ee7. N\u00f3 ph\u00e1 v\u1ee1 lu\u00f4n m\u00f4 h\u00ecnh ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u. Khi nh\u00e2n vi\u00ean t\u1ef1 \u0111\u01b0a t\u00e0i li\u1ec7u h\u1ee3p \u0111\u1ed3ng, m\u00e3 ngu\u1ed3n, d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng ho\u1eb7c th\u00f4ng tin n\u1ed9i b\u1ed9 v\u00e0o m\u1ed9t c\u00f4ng c\u1ee5 kh\u00f4ng n\u1eb1m trong danh m\u1ee5c \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t, doanh nghi\u1ec7p g\u1ea7n nh\u01b0 m\u1ea5t quy\u1ec1n nh\u00ecn th\u1ea5y d\u1eef li\u1ec7u \u0111\u00e3 \u0111i \u0111\u00e2u, \u0111\u01b0\u1ee3c l\u01b0u bao l\u00e2u, hay \u0111\u01b0\u1ee3c d\u00f9ng \u0111\u1ec3 l\u00e0m g\u00ec ti\u1ebfp theo.<\/p>\n

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V\u00ec sao AI governance \u0111ang tr\u1edf th\u00e0nh l\u1edbp b\u1ea3o m\u1eadt d\u1eef li\u1ec7u quan tr\u1ecdng nh\u1ea5t?<\/h2>\n

AI governance kh\u00f4ng ph\u1ea3i l\u00e0 b\u1ed9 t\u00e0i li\u1ec7u \u0111\u1ec3 \u201ccho c\u00f3\u201d. Trong b\u1ed1i c\u1ea3nh hi\u1ec7n nay, n\u00f3 l\u00e0 l\u1edbp k\u1ebft n\u1ed1i gi\u1eefa d\u1eef li\u1ec7u, quy\u1ec1n truy c\u1eadp, quy tr\u00ecnh ph\u00ea duy\u1ec7t v\u00e0 tr\u00e1ch nhi\u1ec7m v\u1eadn h\u00e0nh. Khi doanh nghi\u1ec7p d\u00f9ng chatbot n\u1ed9i b\u1ed9, governance quy\u1ebft \u0111\u1ecbnh ai \u0111\u01b0\u1ee3c h\u1ecfi g\u00ec. Khi doanh nghi\u1ec7p d\u00f9ng agent, governance quy\u1ebft \u0111\u1ecbnh agent \u0111\u01b0\u1ee3c \u0111\u1ecdc d\u1eef li\u1ec7u n\u00e0o, d\u00f9ng c\u00f4ng c\u1ee5 n\u00e0o, v\u00e0 \u1edf b\u01b0\u1edbc n\u00e0o b\u1eaft bu\u1ed9c ph\u1ea3i c\u00f3 con ng\u01b0\u1eddi ph\u00ea duy\u1ec7t.<\/p>\n

IMDA Singapore nh\u1ea5n m\u1ea1nh r\u1ea5t r\u00f5 \u0111i\u1ec1u n\u00e0y trong Model AI Governance Framework for Agentic AI<\/em> c\u00f4ng b\u1ed1 ng\u00e0y 22\/01\/2026<\/strong>. Framework n\u00e0y khuy\u1ebfn ngh\u1ecb doanh nghi\u1ec7p ph\u1ea3i gi\u1edbi h\u1ea1n quy\u1ec1n c\u1ee7a agent v\u1edbi c\u00f4ng c\u1ee5 v\u00e0 d\u1eef li\u1ec7u, x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc c\u00e1c \u0111i\u1ec3m ki\u1ec3m so\u00e1t m\u00e0 con ng\u01b0\u1eddi ph\u1ea3i ph\u00ea duy\u1ec7t, v\u00e0 \u00e1p d\u1ee5ng ki\u1ec3m so\u00e1t k\u1ef9 thu\u1eadt xuy\u00ean su\u1ed1t v\u00f2ng \u0111\u1eddi agent. (Ngu\u1ed3n: IMDA Singapore, 22\/01\/2026)<\/em><\/p>\n

\u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 framework n\u00e0y kh\u00f4ng xem governance nh\u01b0 m\u1ed9t l\u1edbp gi\u1ea5y t\u1edd n\u1eb1m ngo\u00e0i k\u1ef9 thu\u1eadt. N\u00f3 xem governance l\u00e0 th\u1ee9 ph\u1ea3i \u0111\u01b0\u1ee3c \u0111\u00f3ng g\u00f3i v\u00e0o thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng: ranh gi\u1edbi quy\u1ec1n h\u1ea1n, danh s\u00e1ch d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c ph\u00e9p truy c\u1eadp, m\u1ee9c \u0111\u1ed9 t\u1ef1 ch\u1ee7 \u0111\u01b0\u1ee3c ph\u00e9p, c\u01a1 ch\u1ebf minh b\u1ea1ch, v\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i. V\u1edbi doanh nghi\u1ec7p Vi\u1ec7t Nam, \u0111\u00e2y l\u00e0 g\u00f3c nh\u00ecn r\u1ea5t \u0111\u00e1ng h\u1ecdc v\u00ec nhi\u1ec1u \u0111\u1ed9i v\u1eabn \u0111ang t\u00e1ch \u201can to\u00e0n\u201d ra kh\u1ecfi \u201cthi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m AI\u201d.<\/p>\n

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Doanh nghi\u1ec7p n\u00ean lo \u0111i\u1ec1u g\u00ec \u0111\u1ea7u ti\u00ean: model, h\u1ea1 t\u1ea7ng hay quy\u1ec1n truy c\u1eadp?<\/h2>\n

N\u1ebfu nh\u00ecn t\u1eeb g\u00f3c \u0111\u1ed9 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u, quy\u1ec1n truy c\u1eadp th\u01b0\u1eddng l\u00e0 n\u01a1i c\u1ea7n si\u1ebft tr\u01b0\u1edbc ti\u00ean. L\u00fd do r\u1ea5t \u0111\u01a1n gi\u1ea3n: m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 m\u1ea1nh hay y\u1ebfu, nh\u01b0ng n\u1ebfu quy\u1ec1n qu\u00e1 r\u1ed9ng th\u00ec ch\u1ec9 c\u1ea7n m\u1ed9t sai l\u1ec7ch nh\u1ecf c\u0169ng \u0111\u1ee7 bi\u1ebfn th\u00e0nh s\u1ef1 c\u1ed1 d\u1eef li\u1ec7u l\u1edbn. IBM ghi nh\u1eadn th\u1eddi gian trung b\u00ecnh \u0111\u1ec3 ph\u00e1t hi\u1ec7n v\u00e0 kh\u1ed1ng ch\u1ebf m\u1ed9t v\u1ee5 vi ph\u1ea1m d\u1eef li\u1ec7u trong n\u0103m 2025 l\u00e0 241 ng\u00e0y<\/strong>, th\u1ea5p nh\u1ea5t trong ch\u00edn n\u0103m, nh\u01b0ng shadow AI v\u1eabn c\u00f3 th\u1ec3 l\u00e0m t\u0103ng th\u00eam 670.000 USD<\/strong> v\u00e0o chi ph\u00ed vi ph\u1ea1m trung b\u00ecnh. (Ngu\u1ed3n: IBM, 2025)<\/em><\/p>\n

CSA Singapore trong khuy\u1ebfn ngh\u1ecb ng\u00e0y 15\/04\/2026<\/strong> v\u1ec1 r\u1ee7i ro t\u1eeb m\u00f4 h\u00ecnh AI ti\u00ean ti\u1ebfn c\u0169ng \u0111i theo h\u01b0\u1edbng r\u1ea5t th\u1ef1c d\u1ee5ng: b\u1eadt x\u00e1c th\u1ef1c \u0111a y\u1ebfu t\u1ed1 (Multi-Factor Authentication – MFA) cho giao di\u1ec7n qu\u1ea3n tr\u1ecb, kh\u00f3a ho\u1eb7c si\u1ebft ch\u1eb7t m\u00f4i tr\u01b0\u1eddng ph\u00e1t tri\u1ec3n v\u00e0 th\u1eed nghi\u1ec7m \u0111ang l\u1ed9 ra internet, r\u00e0 so\u00e1t c\u1ea5u h\u00ecnh \u0111\u00e1m m\u00e2y, v\u00e0 t\u1eadp trung gi\u00e1m s\u00e1t c\u00e1c \u0111\u01b0\u1eddng \u0111i c\u00f3 r\u1ee7i ro cao nh\u01b0 t\u00e0i kho\u1ea3n \u0111\u1eb7c quy\u1ec1n v\u00e0 truy c\u1eadp v\u00e0o h\u1ec7 th\u1ed1ng nh\u1ea1y c\u1ea3m. (Ngu\u1ed3n: CSA Singapore, 15\/04\/2026)<\/em><\/p>\n

N\u00f3i c\u00e1ch kh\u00e1c, n\u1ebfu doanh nghi\u1ec7p c\u00f2n \u0111ang tranh lu\u1eadn ch\u1ecdn model n\u00e0o trong khi ch\u01b0a bi\u1ebft d\u1eef li\u1ec7u n\u00e0o \u0111\u01b0\u1ee3c ph\u00e9p v\u00e0o AI, ai c\u00f3 quy\u1ec1n n\u1ed1i AI v\u1edbi kho t\u00e0i li\u1ec7u, hay agent n\u00e0o \u0111\u01b0\u1ee3c ph\u00e9p ghi ng\u01b0\u1ee3c d\u1eef li\u1ec7u v\u1ec1 h\u1ec7 th\u1ed1ng, th\u00ec th\u1ee9 c\u1ea7n l\u00e0m tr\u01b0\u1edbc kh\u00f4ng ph\u1ea3i \u0111\u1ed5i model. Th\u1ee9 c\u1ea7n l\u00e0m tr\u01b0\u1edbc l\u00e0 d\u1ecdn l\u1ea1i quy\u1ec1n truy c\u1eadp.<\/p>\n

\"B\u1ea3o<\/p>\n

 <\/p>\n

<\/p>\n

N\u1ebfu ph\u1ea3i h\u00e0nh \u0111\u1ed9ng trong 90 ng\u00e0y, doanh nghi\u1ec7p n\u00ean b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u00e2u?<\/h2>\n

N\u1ebfu doanh nghi\u1ec7p m\u1edbi b\u1eaft \u0111\u1ea7u d\u00f9ng AI:<\/strong> h\u00e3y l\u1eadp danh s\u00e1ch d\u1eef li\u1ec7u n\u00e0o tuy\u1ec7t \u0111\u1ed1i kh\u00f4ng \u0111\u01b0\u1ee3c nh\u1eadp v\u00e0o c\u00f4ng c\u1ee5 AI c\u00f4ng c\u1ed9ng, v\u00e0 t\u00e1ch r\u00f5 d\u1eef li\u1ec7u c\u00f4ng khai, d\u1eef li\u1ec7u n\u1ed9i b\u1ed9, d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u01a1n gi\u1ea3n nh\u01b0ng c\u00f3 t\u00e1c \u0111\u1ed9ng l\u1edbn nh\u1ea5t.<\/p>\n

N\u1ebfu doanh nghi\u1ec7p \u0111\u00e3 c\u00f3 chatbot ho\u1eb7c tr\u1ee3 l\u00fd n\u1ed9i b\u1ed9:<\/strong> c\u1ea7n r\u00e0 l\u1ea1i quy\u1ec1n truy c\u1eadp theo vai tr\u00f2, b\u1eadt ghi v\u1ebft cho c\u00e2u l\u1ec7nh (prompt), t\u1ec7p \u0111\u00ednh k\u00e8m, c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c g\u1ecdi, v\u00e0 k\u1ebft qu\u1ea3 \u0111\u01b0\u1ee3c tr\u1ea3 v\u1ec1. N\u1ebfu kh\u00f4ng nh\u00ecn \u0111\u01b0\u1ee3c lu\u1ed3ng d\u1eef li\u1ec7u, b\u1ea1n g\u1ea7n nh\u01b0 kh\u00f4ng th\u1ec3 \u0111i\u1ec1u tra khi c\u00f3 s\u1ef1 c\u1ed1.<\/p>\n

N\u1ebfu doanh nghi\u1ec7p \u0111ang th\u1eed agent:<\/strong> ph\u1ea3i gi\u1edbi h\u1ea1n ph\u1ea1m vi ngay t\u1eeb \u0111\u1ea7u. Ch\u1ec9 cho agent truy c\u1eadp danh s\u00e1ch c\u00f4ng c\u1ee5 \u0111\u01b0\u1ee3c ph\u00e9p, x\u00e1c \u0111\u1ecbnh r\u00f5 b\u01b0\u1edbc n\u00e0o b\u1eaft bu\u1ed9c c\u00f3 ph\u00ea duy\u1ec7t c\u1ee7a con ng\u01b0\u1eddi, v\u00e0 th\u1eed nghi\u1ec7m tr\u00ean m\u00f4i tr\u01b0\u1eddng t\u00e1ch bi\u1ec7t tr\u01b0\u1edbc khi ch\u1ea1m v\u00e0o d\u1eef li\u1ec7u th\u1eadt ho\u1eb7c h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ghi thay \u0111\u1ed5i.<\/p>\n

    \n
  • \u01afu ti\u00ean 1:<\/strong> ph\u00e2n lo\u1ea1i d\u1eef li\u1ec7u v\u00e0 ch\u1eb7n d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m ra kh\u1ecfi c\u00e1c c\u00f4ng c\u1ee5 ngo\u00e0i danh m\u1ee5c.<\/li>\n
  • \u01afu ti\u00ean 2:<\/strong> si\u1ebft quy\u1ec1n truy c\u1eadp v\u00e0 \u0111\u1eb7c quy\u1ec1n c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, d\u1ecbch v\u1ee5 v\u00e0 agent.<\/li>\n
  • \u01afu ti\u00ean 3:<\/strong> ghi v\u1ebft \u0111\u1ea7y \u0111\u1ee7 cho lu\u1ed3ng d\u1eef li\u1ec7u \u0111i qua AI.<\/li>\n
  • \u01afu ti\u00ean 4:<\/strong> \u0111\u01b0a b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0o quy tr\u00ecnh ph\u00ea duy\u1ec7t use case AI, thay v\u00ec ki\u1ec3m tra sau khi \u0111\u00e3 tri\u1ec3n khai.<\/li>\n<\/ul>\n

     <\/p>\n

    K\u1ebft lu\u1eadn: trong k\u1ef7 nguy\u00ean AI, d\u1eef li\u1ec7u ch\u1ec9 an to\u00e0n khi governance \u0111i c\u00f9ng t\u1ed1c \u0111\u1ed9 tri\u1ec3n khai<\/h2>\n

    \u0110i\u1ec3m c\u1ea7n nh\u1edb kh\u00f4ng ph\u1ea3i l\u00e0 AI l\u00e0m b\u1ea3o m\u1eadt d\u1eef li\u1ec7u kh\u00f3 h\u01a1n m\u1ed9t c\u00e1ch tr\u1eebu t\u01b0\u1ee3ng. \u0110i\u1ec1u th\u1ef1c s\u1ef1 thay \u0111\u1ed5i l\u00e0 t\u1ed1c \u0111\u1ed9. D\u1eef li\u1ec7u \u0111i nhanh h\u01a1n, r\u1ed9ng h\u01a1n, v\u00e0 qua nhi\u1ec1u l\u1edbp h\u1ec7 th\u1ed1ng h\u01a1n tr\u01b0\u1edbc. N\u1ebfu governance, quy\u1ec1n truy c\u1eadp v\u00e0 kh\u1ea3 n\u0103ng ghi v\u1ebft kh\u00f4ng n\u00e2ng c\u1ea5p c\u00f9ng l\u00fac, doanh nghi\u1ec7p s\u1ebd t\u1ea1o ra r\u1ee7i ro ngay trong l\u00fac c\u1ed1 t\u0103ng n\u0103ng su\u1ea5t.<\/p>\n

    V\u00ec v\u1eady, c\u00e2u h\u1ecfi \u0111\u00fang cho n\u0103m 2026 kh\u00f4ng c\u00f2n l\u00e0 \u201cch\u00fang ta \u0111\u00e3 c\u00f3 AI strategy ch\u01b0a?\u201d. C\u00e2u h\u1ecfi \u0111\u00fang l\u00e0 \u201cch\u00fang ta c\u00f3 bi\u1ebft d\u1eef li\u1ec7u n\u00e0o \u0111ang \u0111\u01b0\u1ee3c AI d\u00f9ng, ai \u0111ang c\u1ea5p quy\u1ec1n cho n\u00f3, v\u00e0 khi c\u00f3 r\u1ee7i ro th\u00ec ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m d\u1eebng n\u00f3 l\u1ea1i kh\u00f4ng?\u201d. V\u1edbi ph\u1ea7n l\u1edbn doanh nghi\u1ec7p, \u0111\u00f3 m\u1edbi l\u00e0 \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u th\u1eadt s\u1ef1 c\u1ee7a b\u1ea3o m\u1eadt d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean AI.<\/p>\n

     <\/p>\n

    3 \u0111i\u1ec3m ch\u00ednh c\u1ea7n nh\u1edb:<\/strong><\/p>\n

      \n
    • R\u1ee7i ro d\u1eef li\u1ec7u trong AI \u0111ang n\u1ed5i l\u00ean nhanh h\u01a1n n\u1ed7i s\u1ee3 v\u1ec1 \u201cAI qu\u00e1 th\u00f4ng minh\u201d; n\u0103m 2026, r\u00f2 r\u1ec9 d\u1eef li\u1ec7u g\u1eafn v\u1edbi AI t\u1ea1o sinh l\u00e0 m\u1ed9t trong nh\u1eefng m\u1ed1i lo l\u1edbn nh\u1ea5t c\u1ee7a doanh nghi\u1ec7p.<\/li>\n
    • Shadow AI v\u00e0 quy\u1ec1n truy c\u1eadp qu\u00e1 r\u1ed9ng l\u00e0 hai \u0111i\u1ec3m v\u1ee1 ph\u1ed5 bi\u1ebfn nh\u1ea5t, v\u00ec ch\u00fang l\u00e0m doanh nghi\u1ec7p m\u1ea5t kh\u1ea3 n\u0103ng nh\u00ecn th\u1ea5y v\u00e0 ki\u1ec3m so\u00e1t lu\u1ed3ng d\u1eef li\u1ec7u.<\/li>\n
    • B\u1ea3o m\u1eadt d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 trong k\u1ef7 nguy\u00ean AI \u0111\u00f2i h\u1ecfi governance ph\u1ea3i \u0111i c\u00f9ng ki\u1ebfn tr\u00fac k\u1ef9 thu\u1eadt, kh\u00f4ng th\u1ec3 \u0111\u1ee9ng ngo\u00e0i nh\u01b0 m\u1ed9t l\u1edbp ki\u1ec3m tra h\u1eadu k\u1ef3.<\/li>\n<\/ul>\n

       <\/p>\n

      Ngu\u1ed3n tham kh\u1ea3o:<\/strong><\/p>\n

        \n
      • World Economic Forum, Global Cybersecurity Outlook 2026<\/em>, 12\/01\/2026.<\/li>\n
      • World Economic Forum, Cyber-Enabled Fraud Is Now One of the Most Pervasive Global Threats, Says New Report<\/em>, 12\/01\/2026.<\/li>\n
      • IMDA Singapore, Singapore Launches New Model AI Governance Framework for Agentic AI<\/em>, 22\/01\/2026.<\/li>\n
      • CSA Singapore, Advisory on Risks associated with Frontier AI Models<\/em>, 15\/04\/2026.<\/li>\n
      • IBM, Cost of a Data Breach Report 2025<\/em>.<\/li>\n
      • IBM Think, 2025 Cost of a Data Breach Report: Navigating the AI rush without sidelining security<\/em>.<\/li>\n
      • Cisco, 2025 Data Privacy Benchmark Study<\/em>, 02\/04\/2025.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

        B\u1ea3o m\u1eadt d\u1eef li\u1ec7u trong k\u1ef7 nguy\u00ean AI \u0111ang tr\u1edf th\u00e0nh b\u00e0i to\u00e1n v\u1eadn h\u00e0nh, kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 b\u00e0i to\u00e1n c\u1ee7a \u0111\u1ed9i an ninh m\u1ea1ng N\u1ebfu giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a l\u00e0n s\u00f3ng AI xoay quanh c\u00e2u h\u1ecfi \u201cd\u00f9ng m\u00f4 h\u00ecnh n\u00e0o\u201d, th\u00ec t\u1eeb 2025 sang 2026, c\u00e2u h\u1ecfi \u0111\u00e3 \u0111\u1ed5i th\u00e0nh \u201cd\u1eef li\u1ec7u c\u1ee7a […]<\/p>\n","protected":false},"author":1,"featured_media":1631,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[23],"tags":[106,107,104,91,108,90,60,105],"class_list":["post-1629","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","tag-ai-governance","tag-ai-security","tag-bao-mat-du-lieu","tag-cybersecurity","tag-data-privacy","tag-shadowai","tag-taas","tag-tin-cong-nghe"],"acf":[],"_links":{"self":[{"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/posts\/1629","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/comments?post=1629"}],"version-history":[{"count":6,"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/posts\/1629\/revisions"}],"predecessor-version":[{"id":1677,"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/posts\/1629\/revisions\/1677"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/media\/1631"}],"wp:attachment":[{"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/media?parent=1629"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/categories?post=1629"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bbotech.vn\/vi\/wp-json\/wp\/v2\/tags?post=1629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}