{"id":25909,"date":"2024-04-21T17:20:22","date_gmt":"2024-04-21T09:20:22","guid":{"rendered":"https:\/\/incit.org\/?p=25909"},"modified":"2025-04-14T21:54:50","modified_gmt":"2025-04-14T13:54:50","slug":"safeguarding-data-in-the-age-of-smart-manufacturing","status":"publish","type":"post","link":"https:\/\/incit.org\/vi\/thought-leadership\/safeguarding-data-in-the-age-of-smart-manufacturing\/","title":{"rendered":"B\u1ea3o v\u1ec7 d\u1eef li\u1ec7u trong th\u1eddi \u0111\u1ea1i s\u1ea3n xu\u1ea5t th\u00f4ng minh"},"content":{"rendered":"

K\u1ef7 nguy\u00ean s\u1ea3n xu\u1ea5t th\u00f4ng minh v\u00e0 x\u00e2y d\u1ef1ng nh\u00e0 m\u00e1y th\u00f4ng minh \u0111ang chuy\u1ec3n \u0111\u1ed5i s\u1ea3n xu\u1ea5t nh\u01b0 ch\u00fang ta \u0111\u00e3 bi\u1ebft. C\u00f4ng nghi\u1ec7p 4.0 \u0111\u00e3 mang \u0111\u1ebfn s\u1ef1 \u00e1p d\u1ee5ng nhanh ch\u00f3ng c\u00e1c c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), m\u00e1y h\u1ecdc (ML) v\u00e0 Internet v\u1ea1n v\u1eadt (IoT), d\u1eabn \u0111\u1ebfn t\u1ed1i \u01b0u h\u00f3a v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a cao h\u01a1n nh\u01b0ng c\u0169ng c\u00f3 l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 qu\u1ea3n l\u00fd c\u1ea5p \u0111\u1ed9 d\u1eef li\u1ec7u m\u1edbi n\u00e0y, Gartner<\/a> \u0111\u00e3 ch\u1ec9 ra r\u1eb1ng 40 ph\u1ea7n tr\u0103m ho\u1eb7c h\u01a1n c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t s\u1ebd t\u00edch h\u1ee3p c\u00e1c gi\u1ea3i ph\u00e1p ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u (DQ) hi\u1ec7n \u0111\u1ea1i \u0111\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c m\u1ee5c ti\u00eau kinh doanh k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u c\u1ee7a h\u1ecd v\u00e0o n\u0103m 2025. Tuy nhi\u00ean, v\u1edbi s\u1ef1 gia t\u0103ng d\u1eef li\u1ec7u, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3i \u0111\u1ea3m b\u1ea3o gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u.<\/p>\n

\u201cTrong s\u1ea3n xu\u1ea5t b\u1ed3i \u0111\u1eafp, v\u00e0 c\u00f3 l\u1ebd l\u00e0 s\u1ea3n xu\u1ea5t n\u00f3i chung, c\u00e0ng tr\u1edf n\u00ean s\u1ed1 h\u00f3a, c\u00e0ng c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i cho h\u00e0nh vi gian l\u1eadn trong quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 d\u1eef li\u1ec7u\u201d, Ph\u00f3 ch\u1ee7 t\u1ecbch ki\u00eam t\u1ed5ng gi\u00e1m \u0111\u1ed1c khu v\u1ef1c B\u1eafc M\u1ef9 t\u1ea1i Materialise kh\u1eb3ng \u0111\u1ecbnh. Bryan Crutchfield<\/a>.<\/p>\n

Khi ng\u00e0nh s\u1ea3n xu\u1ea5t chuy\u1ec3n \u0111\u1ed5i b\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1, m\u1edf r\u1ed9ng ra th\u1ecb tr\u01b0\u1eddng to\u00e0n c\u1ea7u v\u00e0 t\u1eadn d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y, ng\u00e0nh n\u00e0y ph\u1ea3i gi\u1ea3i quy\u1ebft c\u00e2u h\u1ecfi quan tr\u1ecdng n\u00e0y: M\u1ee9c \u0111\u1ed9 d\u1ec5 b\u1ecb t\u1ed5n th\u01b0\u01a1ng chung c\u1ee7a to\u00e0n b\u1ed9 h\u1ec7 sinh th\u00e1i s\u1ea3n xu\u1ea5t, kh\u00f4ng ch\u1ec9 c\u00e1c th\u00e0nh ph\u1ea7n k\u1ef9 thu\u1eadt s\u1ed1, tr\u01b0\u1edbc nh\u1eefng r\u1ee7i ro m\u1edbi n\u1ed5i l\u00e0 g\u00ec?<\/p>\n

L\u01b0\u1ee3ng d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng t\u0103ng d\u1eabn \u0111\u1ebfn vi ph\u1ea1m d\u1eef li\u1ec7u v\u00e0 l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt<\/h2>\n

S\u1ea3n xu\u1ea5t th\u00f4ng minh \u0111\u00e3 c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 kh\u1ea3 n\u0103ng s\u1ea3n xu\u1ea5t, d\u1eabn \u0111\u1ebfn hi\u1ec7u qu\u1ea3 v\u00e0 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh \u0111\u01b0\u1ee3c n\u00e2ng cao. Trong khi s\u1ea3n xu\u1ea5t truy\u1ec1n th\u1ed1ng \u0111\u00f2i h\u1ecfi ph\u1ea3i thu th\u1eadp d\u1eef li\u1ec7u l\u1edbn v\u1ec1 chi ti\u1ebft s\u1ea3n xu\u1ea5t, theo T\u1ea1p ch\u00ed Forbes<\/a>, vi\u1ec7c k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 c\u1ea3i ti\u1ebfn m\u1edbi, ch\u1eb3ng h\u1ea1n nh\u01b0 Internet v\u1ea1n v\u1eadt c\u00f4ng nghi\u1ec7p (IIoT) c\u00f3 th\u1ec3 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 \u0111i\u1ec1u n\u00e0y b\u1eb1ng c\u00e1ch h\u1ed7 tr\u1ee3 thu th\u1eadp d\u1eef li\u1ec7u t\u1ef1 \u0111\u1ed9ng, theo th\u1eddi gian th\u1ef1c, lo\u1ea1i b\u1ecf quy tr\u00ecnh nh\u1eadp th\u1ee7 c\u00f4ng r\u01b0\u1eddm r\u00e0 v\u00e0 gi\u1ea3m l\u1ed7i. Ngo\u00e0i ra, H\u1ec7 th\u1ed1ng th\u1ef1c thi s\u1ea3n xu\u1ea5t (MES) thu th\u1eadp v\u00e0 di\u1ec5n gi\u1ea3i d\u1eef li\u1ec7u n\u00e0y, li\u00ean k\u1ebft d\u1eef li\u1ec7u tr\u1edf l\u1ea1i c\u00e1c h\u1ec7 th\u1ed1ng c\u1ea5p doanh nghi\u1ec7p nh\u01b0 l\u1eadp k\u1ebf ho\u1ea1ch ngu\u1ed3n l\u1ef1c doanh nghi\u1ec7p (ERP) \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 quy tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh.<\/p>\n

Xem x\u00e9t b\u1ed1i c\u1ea3nh s\u1ea3n xu\u1ea5t hi\u1ec7n t\u1ea1i, m\u1ed9t s\u1ed1 nguy\u00ean nh\u00e2n ph\u1ed5 bi\u1ebfn nh\u1ea5t g\u00e2y ra vi ph\u1ea1m d\u1eef li\u1ec7u l\u00e0 g\u00ec? S\u1ef1 gia t\u0103ng c\u1ee7a t\u00edch h\u1ee3p k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u00e3 khi\u1ebfn c\u00e1c h\u1ec7 th\u1ed1ng c\u00f4ng ngh\u1ec7 v\u1eadn h\u00e0nh (OT), v\u1ed1n r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t, ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi m\u1ed9t lo\u1ea1t c\u00e1c m\u1ed1i \u0111e d\u1ecda an ninh m\u1ea1ng ng\u00e0y c\u00e0ng t\u0103ng. H\u01a1n n\u1eefa, C\u01a1 quan An ninh m\u1ea1ng v\u00e0 C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng (CISA) \u0111\u00e3 b\u00e1o c\u00e1o h\u01a1n 1.200 l\u1ed7 h\u1ed5ng b\u1ea3o m\u1eadt<\/a> tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng OT t\u1eeb nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t v\u00e0 d\u1ea5u \u1ea5n k\u1ef9 thu\u1eadt s\u1ed1 ng\u00e0y c\u00e0ng m\u1edf r\u1ed9ng c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0m n\u1ed5i b\u1eadt nhu c\u1ea7u c\u1ea5p thi\u1ebft v\u1ec1 c\u00e1c bi\u1ec7n ph\u00e1p an ninh m\u1ea1ng m\u1ea1nh m\u1ebd.<\/p>\n

T\u00e1c \u0111\u1ed9ng t\u00e0i ch\u00ednh v\u00e0 c\u00e1c tr\u01b0\u1eddng h\u1ee3p vi ph\u1ea1m d\u1eef li\u1ec7u trong s\u1ea3n xu\u1ea5t<\/h2>\n

An ninh m\u1ea1ng l\u00e0 m\u1ed1i quan t\u00e2m h\u00e0ng \u0111\u1ea7u c\u1ee7a nhi\u1ec1u nh\u00e0 l\u00e3nh \u0111\u1ea1o v\u00ec nh\u1eefng g\u00ec \u0111ang b\u1ecb \u0111e d\u1ecda, khi\u1ebfn vi\u1ec7c b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u kh\u1ecfi c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng \u0111\u1ed9c h\u1ea1i tr\u1edf th\u00e0nh m\u1ed1i quan t\u00e2m ng\u00e0y c\u00e0ng t\u0103ng tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c kinh doanh tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. Tuy nhi\u00ean, l\u0129nh v\u1ef1c s\u1ea3n xu\u1ea5t \u0111\u1eb7c bi\u1ec7t c\u00f3 nguy c\u01a1 cao v\u00e0 d\u1eabn \u0111\u1ea7u nhi\u1ec1u cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng to\u00e0n c\u1ea7u nh\u1ea5t (g\u1ea7n 25 ph\u1ea7n tr\u0103m<\/a>).<\/p>\n

X\u00e9t v\u1ec1 l\u0129nh v\u1ef1c c\u00f4ng nghi\u1ec7p to\u00e0n c\u1ea7u, bao g\u1ed3m c\u1ea3 ph\u00e2n kh\u00fac s\u1ea3n xu\u1ea5t, \u0111\u00e3 c\u00f3 s\u1ef1 gia t\u0103ng \u0111\u00e1ng k\u1ec3 v\u00e0o n\u0103m 2023 v\u1edbi m\u1ee9c vi ph\u1ea1m d\u1eef li\u1ec7u trung b\u00ecnh t\u0103ng v\u1ecdt l\u00ean US$4,73 tri\u1ec7u<\/a>, t\u0103ng t\u1eeb $4,47 tri\u1ec7u \u0111\u00f4 la M\u1ef9 v\u00e0o n\u0103m 2022. \u0110\u1ec3 b\u1ea3o v\u1ec7 doanh nghi\u1ec7p c\u1ee7a m\u00ecnh, m\u1ed9t cu\u1ed9c kh\u1ea3o s\u00e1t g\u1ea7n \u0111\u00e2y c\u1ee7a IBM cho th\u1ea5y 51 ph\u1ea7n tr\u0103m c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o cho bi\u1ebft h\u1ecd s\u1ebd t\u0103ng \u0111\u1ea7u t\u01b0 v\u00e0o b\u1ea3o m\u1eadt. D\u1eef li\u1ec7u c\u1ee7a IBM cho th\u1ea5y 1,76 tri\u1ec7u \u0111\u00f4 la M\u1ef9 l\u00e0 m\u1ee9c ti\u1ebft ki\u1ec7m trung b\u00ecnh cho c\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a b\u1ea3o m\u1eadt r\u1ed9ng r\u00e3i so v\u1edbi c\u00e1c c\u00f4ng ty kh\u00f4ng s\u1eed d\u1ee5ng.<\/p>\n

C\u00e1c b\u01b0\u1edbc x\u00e2y d\u1ef1ng khu\u00f4n kh\u1ed5 an ninh m\u1ea1ng s\u1ea3n xu\u1ea5t th\u00e0nh c\u00f4ng<\/h2>\n

Theo m\u1ed9t B\u00e1o c\u00e1o Deloitte<\/a>, c\u00e1c t\u1ed5 ch\u1ee9c n\u00ean th\u1ef1c hi\u1ec7n c\u00e1c b\u01b0\u1edbc sau \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c ch\u01b0\u01a1ng tr\u00ecnh an ninh m\u1ea1ng s\u1ea3n xu\u1ea5t m\u1ea1nh m\u1ebd v\u00e0 hi\u1ec7u qu\u1ea3:<\/p>\n

    \n
  1. \u0110\u00e1nh gi\u00e1 quy tr\u00ecnh v\u00e0 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh v\u1ec1 an ninh m\u1ea1ng c\u1ee7a b\u1ea1n<\/strong>: \u0110\u1ea3m b\u1ea3o ho\u00e0n th\u00e0nh \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh v\u1ec1 an ninh m\u1ea1ng.<\/li>\n
  2. So\u1ea1n th\u1ea3o ch\u01b0\u01a1ng tr\u00ecnh b\u1ea3o m\u1eadt<\/strong>:X\u00e1c \u0111\u1ecbnh thi\u1ebft k\u1ebf qu\u1ea3n tr\u1ecb an ninh m\u1ea1ng ch\u00ednh th\u1ee9c bao g\u1ed3m vi\u1ec7c xem x\u00e9t OT.<\/li>\n
  3. \u01afu ti\u00ean c\u00e1c ho\u1ea1t \u0111\u1ed9ng<\/strong>:X\u1ebfp h\u1ea1ng c\u00e1c h\u00e0nh \u0111\u1ed9ng quan tr\u1ecdng nh\u1ea5t s\u1ebd n\u00e2ng cao c\u00e1c bi\u1ec7n ph\u00e1p an ninh m\u1ea1ng.<\/li>\n
  4. B\u1ea3o m\u1eadt ph\u1ea3i \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p \u0111\u1ea7y \u0111\u1ee7<\/strong>: \u0110\u1ea3m b\u1ea3o khung c\u1ee7a b\u1ea1n c\u00f3 t\u00ednh n\u0103ng b\u1ea3o m\u1eadt t\u00edch h\u1ee3p.<\/li>\n<\/ol>\n

    Chu\u1ea9n b\u1ecb cho th\u1ebf gi\u1edbi s\u1ea3n xu\u1ea5t s\u1eafp t\u1edbi<\/h2>\n

    Metaverse c\u00f3 v\u1ebb nh\u01b0 l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef t\u01b0\u01a1ng lai m\u01a1 h\u1ed3, nh\u01b0ng ng\u00e0nh s\u1ea3n xu\u1ea5t, theo m\u1ecdi l\u00fd l\u1ebd, r\u1ea5t ph\u00f9 h\u1ee3p \u0111\u1ec3 tri\u1ec3n khai metaverse c\u00f4ng nghi\u1ec7p. Ki\u1ebfn tr\u00fac k\u1ef9 thu\u1eadt s\u1ed1 s\u00e1ng t\u1ea1o c\u1ee7a metaverse c\u00f3 h\u1ec7 sinh th\u00e1i h\u1ed9p c\u00e1t an to\u00e0n \u0111\u1ec3 m\u00f4 ph\u1ecfng c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t th\u00f4ng minh v\u00e0 cho ph\u00e9p k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 c\u00f4ng ngh\u1ec7 blockchain v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u phi t\u1eadp trung m\u00e0 kh\u00f4ng m\u1edf c\u00e1c h\u1ec7 th\u1ed1ng th\u1ef1c t\u1ebf cho c\u00e1c m\u1ed1i \u0111e d\u1ecda.<\/p>\n

    H\u01a1n 70 ph\u1ea7n tr\u0103m gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t trong m\u1ed9t cu\u1ed9c kh\u1ea3o s\u00e1t g\u1ea7n \u0111\u00e2y Nghi\u00ean c\u1ee9u Deloitte<\/a> ch\u1ec9 ra r\u1eb1ng trong n\u0103m n\u0103m t\u1edbi, si\u00eau v\u0169 tr\u1ee5 c\u00f4ng nghi\u1ec7p s\u1ebd c\u00f3 t\u1ef7 l\u1ec7 \u00e1p d\u1ee5ng t\u0103ng l\u00ean trong ng\u00e0nh s\u1ea3n xu\u1ea5t. H\u01a1n ba ph\u1ea7n t\u01b0 (80 ph\u1ea7n tr\u0103m) cho bi\u1ebft h\u1ecd tin r\u1eb1ng si\u00eau v\u0169 tr\u1ee5 s\u1ebd m\u00e3i m\u00e3i thay \u0111\u1ed5i thi\u1ebft k\u1ebf, nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n (R&D) v\u00e0 \u0111\u1ed5i m\u1edbi, \u0111\u1ed3ng th\u1eddi t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c gi\u1edbi thi\u1ec7u c\u00e1c chi\u1ebfn thu\u1eadt s\u1ea3n ph\u1ea9m m\u1edbi.<\/p>\n

    X\u00e2y d\u1ef1ng h\u1ec7 sinh th\u00e1i s\u1ea3n xu\u1ea5t th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i<\/h2>\n

    Ngo\u00e0i vi\u1ec7c k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i v\u00e0 ki\u1ebfn tr\u00fac k\u1ef9 thu\u1eadt s\u1ed1 m\u1edbi, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f2n c\u00f3 nhi\u1ec7m v\u1ee5 x\u00e2y d\u1ef1ng v\u00e0 th\u00fac \u0111\u1ea9y v\u0103n h\u00f3a c\u1ed9ng t\u00e1c, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c nh\u00f3m CNTT (C\u00f4ng ngh\u1ec7 th\u00f4ng tin) v\u00e0 OT (C\u00f4ng ngh\u1ec7 v\u1eadn h\u00e0nh) an to\u00e0n.<\/p>\n

    V\u1edbi s\u1ef1 gia t\u0103ng c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 Internet v\u1ea1n v\u1eadt (IoT) \u0111ang tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn trong s\u1ea3n xu\u1ea5t, c\u00e1c n\u1ed7 l\u1ef1c c\u1ee7a CNTT v\u00e0 OT th\u01b0\u1eddng h\u1ed9i t\u1ee5 th\u00f4ng qua vi\u1ec7c tri\u1ec3n khai b\u1ea3o m\u1eadt v\u00e0 s\u1ef1 giao thoa n\u00e0y h\u1ee3p l\u00fd h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, gi\u1ea3m chi ph\u00ed nh\u01b0ng c\u0169ng t\u1ea1o ra th\u00eam c\u00e1c r\u1ee7i ro b\u1ea3o m\u1eadt. \u0110\u1ec3 qu\u1ea3n l\u00fd s\u1ef1 ph\u1ee9c t\u1ea1p n\u00e0y, c\u00e1c doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng CNTT v\u00e0 OT \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi nhau trong m\u1ed9t s\u1ef1 k\u1ebft h\u1ee3p h\u00e0i h\u00f2a v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c l\u1ef1a ch\u1ecdn s\u1ebd mang l\u1ea1i s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa hi\u1ec7u qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt.<\/p>\n

    T\u01b0\u01a1ng lai c\u1ee7a vi\u1ec7c b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u trong s\u1ea3n xu\u1ea5t<\/h2>\n

    C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111ang \u0111\u1ee9ng tr\u01b0\u1edbc b\u1edd v\u1ef1c thay \u0111\u1ed5i v\u00e0 c\u00e1c quy\u1ebft \u0111\u1ecbnh h\u1ecd \u0111\u01b0a ra ng\u00e0y h\u00f4m nay s\u1ebd t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ho\u1ea1t \u0111\u1ed9ng kinh doanh trong t\u01b0\u01a1ng lai, khi\u1ebfn an ninh m\u1ea1ng tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c v\u00e0 \u01b0u ti\u00ean l\u1edbn nh\u1ea5t c\u1ee7a n\u0103m 2024 v\u00e0 sau \u0111\u00f3. \u0110\u1ec3 ch\u1ed1ng l\u1ea1i l\u01b0\u1ee3ng r\u1ee7i ro trong s\u1ea3n xu\u1ea5t, vi\u1ec7c b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u ch\u01b0a bao gi\u1edd quan tr\u1ecdng h\u01a1n th\u1ebf v\u00e0 c\u00e1c chi\u1ebfn l\u01b0\u1ee3c m\u00e0 c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t th\u1ef1c hi\u1ec7n s\u1ebd c\u1ea7n ph\u1ea3i to\u00e0n di\u1ec7n v\u00e0 \u0111a d\u1ea1ng.<\/p>\n

    Khi C\u00f4ng nghi\u1ec7p 4.0 ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3i t\u00ecm \u0111\u01b0\u1ee3c s\u1ef1 c\u00e2n b\u1eb1ng gi\u1eefa vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u1ec3 t\u0103ng n\u0103ng su\u1ea5t v\u00e0 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u th\u00f4ng qua c\u00e1c bi\u1ec7n ph\u00e1p an to\u00e0n v\u00e0 b\u1ea3o m\u1eadt. \u0110\u1ec3 th\u1ef1c s\u1ef1 ph\u00e1t tri\u1ec3n th\u00e0nh m\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t s\u00e1ng t\u1ea1o v\u00e0 b\u1ec1n v\u1eefng, d\u1eef li\u1ec7u ch\u00ednh x\u00e1c c\u00f3 th\u1ec3 gi\u00fap c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o thu h\u1eb9p kho\u1ea3ng c\u00e1ch, nh\u01b0ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 khu\u00f4n kh\u1ed5 th\u00f4ng minh, ch\u1eb3ng h\u1ea1n nh\u01b0 Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p b\u1ec1n v\u1eefng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng (COSIRI)<\/a>, c\u00f3 th\u1ec3 l\u00e0 nhi\u1ec1u h\u01a1n m\u1ed9t t\u00e0i s\u1ea3n, c\u00f3 kh\u1ea3 n\u0103ng m\u1edf ra nh\u1eefng hi\u1ec3u bi\u1ebft s\u00e2u s\u1eafc \u0111\u1ec3 \u0111\u1ea9y nhanh h\u00e0nh tr\u00ecnh M\u00f4i tr\u01b0\u1eddng, x\u00e3 h\u1ed9i v\u00e0 qu\u1ea3n tr\u1ecb (ESG) c\u1ee7a h\u1ecd.<\/p>","protected":false},"excerpt":{"rendered":"

    The era of smart manufacturing and building intelligent factories is transforming manufacturing as we know it. Industry 4.0 has brought on the swift adoption of powerful tools aided by artificial intelligence (AI), machine learning (ML), and the Internet of Things (IoT), which has resulted in greater optimisation, and automation but also a large amount of […]<\/p>\n","protected":false},"author":3,"featured_media":35218,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[109,110,103,44],"class_list":["post-25909","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-artificial-intelligence","tag-safeguard","tag-smart-manufacturing","tag-spotlight"],"acf":{"topic":"cybersecurity"},"_links":{"self":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/25909","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/comments?post=25909"}],"version-history":[{"count":1,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/25909\/revisions"}],"predecessor-version":[{"id":35219,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/25909\/revisions\/35219"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media\/35218"}],"wp:attachment":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media?parent=25909"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/categories?post=25909"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/tags?post=25909"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}