{"id":2215,"date":"2019-08-16T21:54:21","date_gmt":"2019-08-16T21:54:21","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=2215"},"modified":"2021-02-03T23:42:35","modified_gmt":"2021-02-03T23:42:35","slug":"tuong-lai-cua-giam-sat-an-ninh-bang-ai-tren-toan-the-gioi","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/tuong-lai-cua-giam-sat-an-ninh-bang-ai-tren-toan-the-gioi-p2215\/","title":{"rendered":"T\u01b0\u01a1ng lai c\u1ee7a gi\u00e1m s\u00e1t an ninh b\u1eb1ng AI tr\u00ean to\u00e0n th\u1ebf gi\u1edbi"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>C\u00e1c ch\u00ednh ph\u1ee7 \u0111ang ng\u00e0y c\u00e0ng gia t\u0103ng vi\u1ec7c s\u1eed d\u1ee5ng AI \u0111\u1ec3 theo d\u00f5i c\u00e1c c\u00f4ng d\u00e2n c\u1ee7a h\u1ecd. Tr\u01b0\u1eddng h\u1ee3p \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn r\u1ed9ng r\u00e3i nh\u1ea5t l\u00e0 \u1edf Trung Qu\u1ed1c, n\u01a1i ch\u00ednh ph\u1ee7 hi\u1ec7n \u0111ang s\u1eed d\u1ee5ng ph\u1ea7n m\u1ec1m nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t \u0111\u1ec3 theo d\u00f5i v\u00e0 gi\u00e1m s\u00e1t h\u01a1n m\u1ed9t t\u1ef7 c\u00f4ng d\u00e2n c\u1ee7a h\u1ecd trong cu\u1ed9c s\u1ed1ng h\u00e0ng ng\u00e0y.<\/p>\n<p>Tuy nhi\u00ean, c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng nh\u01b0 v\u1eady d\u1eabn \u0111\u1ebfn m\u1ed9t s\u1ed1 v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng.<\/p>\n<p>C\u00e1c thu\u1eadt to\u00e1n \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o (training) k\u00e9m c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh kh\u00f4ng ch\u00ednh x\u00e1c nh\u1eefng t\u1ed9i ph\u1ea1m b\u1ecb truy n\u00e3 v\u00e0 \u0111\u1eb7c bi\u1ec7t l\u00e0 nh\u1eefng th\u00e1ch th\u1ee9c \u0111\u1ec3 gi\u1ea3i m\u00e3 \u00fd ngh\u0129a t\u1eeb nh\u1eefng c\u1ea3nh \u0111\u00f4ng \u0111\u00fac. Ngo\u00e0i ra, m\u1eb7c d\u00f9 c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y ban \u0111\u1ea7u \u0111\u01b0\u1ee3c d\u1ef1 \u0111\u1ecbnh \u0111\u1ec3 gi\u1eef an to\u00e0n cho m\u1ecdi ng\u01b0\u1eddi, c\u00e1c ch\u00ednh ph\u1ee7 \u0111ang nh\u1eadn ra r\u1eb1ng ch\u00fang c\u00f3 th\u1ec3 c\u1ef1c k\u1ef3 h\u1eefu \u00edch khi x\u00e1c \u0111\u1ecbnh ra \u0111\u01b0\u1ee3c c\u00e1c c\u00e1 nh\u00e2n b\u1ea5t \u0111\u1ed3ng ch\u00ednh ki\u1ebfn ho\u1eb7c thu\u1ed9c m\u1ed9t nh\u00f3m thi\u1ec3u s\u1ed1 n\u00e0o \u0111\u00f3.<\/p>\n<p>\u0110\u00e3 \u0111\u1ebfn l\u00fac tr\u1ea3 l\u1eddi cho nh\u1eefng c\u00e2u h\u1ecfi quan tr\u1ecdng xung quanh c\u00f4ng ngh\u1ec7 n\u00e0y: Li\u1ec7u h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t AI c\u00f3 kh\u1ea3 n\u0103ng \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i hay kh\u00f4ng? Th\u00f4ng tin n\u00e0o h\u1ecd c\u00f3 th\u1ec3 nh\u1eadn ra t\u1eeb khu\u00f4n m\u1eb7t c\u1ee7a m\u1ed9t c\u00e1 nh\u00e2n n\u00e0o \u0111\u00f3 v\u00e0 c\u00f3 th\u1ec3 l\u00e0m g\u00ec \u0111\u1ec3 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a b\u1ea1n trong th\u1eddi \u0111\u1ea1i nh\u1eadn di\u1ec7n khu\u00f4n m\u1eb7t ng\u00e0y c\u00e0ng tr\u1edf n\u00ean th\u1ecbnh h\u00e0nh?<\/p>\n<h3>S\u1ef1 lan r\u1ed9ng tr\u00ean to\u00e0n c\u1ea7u c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t AI<\/h3>\n<p>N\u0103m 2018, t\u1ed5 ch\u1ee9c Freedom House \u0111\u00e3 ph\u00e1t hi\u1ec7n (<a href=\"https:\/\/thegioimaychu.vn\/blog\/download\/2256\/\">&#8220;Freedom on the Net&#8221; report &#8211; PDF<\/a>) r\u1eb1ng 18 qu\u1ed1c gia \u0111\u00e3 mua ph\u1ea7n m\u1ec1m gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng t\u1eeb Trung Qu\u1ed1c. \u0110\u00e1ng ch\u00fa \u00fd, ch\u00fang bao g\u1ed3m C\u00e1c Ti\u1ec3u v\u01b0\u01a1ng qu\u1ed1c \u1ea2 R\u1eadp Th\u1ed1ng nh\u1ea5t , Venezuela v\u00e0 Kazakhstan, t\u1ea5t c\u1ea3 \u0111\u1ec1u b\u1ecb c\u00e1o bu\u1ed9c vi ph\u1ea1m nh\u00e2n quy\u1ec1n trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y. Tuy nhi\u00ean, k\u1ec3 t\u1eeb khi b\u00e1o c\u00e1o n\u00e0y \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1, c\u00e1c h\u1ec7 th\u1ed1ng nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00e1c n\u01b0\u1edbc nh\u01b0 M\u1ef9, Anh v\u00e0 Nh\u1eadt B\u1ea3n \u00e1p d\u1ee5ng, m\u1eb7c d\u00f9 kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng cho m\u1ee5c \u0111\u00edch gi\u00e1m s\u00e1t.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p>C\u00f3 nh\u1eefng v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng ph\u1ea3i \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft tr\u01b0\u1edbc khi c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u00f4ng minh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng tr\u00ean to\u00e0n c\u1ea7u. \u0110\u1ea7u ti\u00ean, li\u1ec7u ch\u00fang c\u00f3 t\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c lu\u1eadt b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u hi\u1ec7n h\u00e0nh kh\u00f4ng? C\u00f3 m\u1ed9t s\u1ef1 kh\u00f3 ch\u1ecbu \u0111ang di\u1ec5n ra li\u00ean quan \u0111\u1ebfn vi\u1ec7c li\u1ec7u nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t c\u00f3 vi ph\u1ea1m quy ch\u1ebf GDPR (d\u00e0nh cho khu v\u1ef1c EU) hay kh\u00f4ng v\u00e0 vi\u1ec7c m\u1ed9t nh\u00e0 nghi\u00ean c\u1ee9u b\u1ea3o m\u1eadt c\u00f3 th\u1ec3 truy c\u1eadp c\u01a1 s\u1edf d\u1eef li\u1ec7u c\u1ee7a Trung Qu\u1ed1c ch\u1ee9a h\u00e0ng tri\u1ec7u h\u1ed3 s\u01a1, th\u1eadm ch\u00ed kh\u00f4ng c\u1ea7n nh\u1eadp m\u1eadt kh\u1ea9u, cho th\u1ea5y m\u1ed9t s\u1ed1 qu\u1ed1c gia v\u1eabn c\u00f2n m\u1ed9t ch\u1eb7ng \u0111\u01b0\u1eddng d\u00e0i \u0111\u1ec3 ti\u1ebfn l\u00ean ph\u00eda tr\u01b0\u1edbc.<\/p>\n<p>Cu\u1ed1i c\u00f9ng, v\u00ec c\u00f4ng ngh\u1ec7 n\u00e0y r\u1ea5t linh ho\u1ea1t, ch\u00fang kh\u00f4ng th\u1ec3 s\u1edbm bi\u1ebfn m\u1ea5t. Ch\u00ednh ph\u1ee7 c\u00f3 th\u1ec3 s\u1ebd ti\u1ebfp t\u1ee5c n\u00e2ng c\u1ea5p v\u00e0 c\u1ea3i thi\u1ec7n h\u1ec7 th\u1ed1ng c\u1ee7a h\u1ecd trong nh\u1eefng n\u0103m t\u1edbi, c\u00f3 l\u1ebd h\u1ecd s\u1ebd tuy\u00ean b\u1ed1 r\u1eb1ng h\u1ecd gi\u00fap ng\u0103n ch\u1eb7n c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng kh\u1ee7ng b\u1ed1 b\u1eb1ng c\u00e1ch x\u00e1c \u0111\u1ecbnh c\u00e1c m\u00f4 h\u00ecnh h\u00e0nh vi \u0111\u00e1ng ng\u1edd t\u1eeb tr\u01b0\u1edbc khi b\u1ea5t k\u1ef3 s\u1ef1 c\u1ed1 n\u00e0o c\u00f3 th\u1ec3 x\u1ea3y ra. Tuy nhi\u00ean, li\u1ec7u c\u00f4ng ngh\u1ec7 s\u1ebd c\u00f3 hi\u1ec7u qu\u1ea3 trong th\u1ef1c t\u1ebf hay kh\u00f4ng v\u1eabn c\u00f2n \u0111ang \u0111\u01b0\u1ee3c quan s\u00e1t.<\/p>\n<h3>Nh\u1eefng lo\u1ea1i th\u00f4ng tin n\u00e0o h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng c\u00f3 th\u1ec3 thu th\u1eadp?<\/h3>\n<p>Ng\u01b0\u1eddi ta th\u01b0\u1eddng n\u00f3i r\u1eb1ng n\u1ebfu b\u1ea1n kh\u00f4ng c\u00f3 g\u00ec \u0111\u1ec3 che gi\u1ea5u, b\u1ea1n kh\u00f4ng c\u00f3 g\u00ec ph\u1ea3i s\u1ee3 nh\u01b0ng \u0111\u00e2y l\u00e0 m\u1ed9t quan \u0111i\u1ec3m qu\u00e1 \u0111\u01a1n gi\u1ea3n. C\u00e1c thu\u1eadt to\u00e1n gi\u00e1m s\u00e1t AI c\u00f3 th\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c nhi\u1ec1u h\u01a1n l\u00e0 ch\u1ec9 n\u00f3i n\u1ebfu b\u1ea1n \u0111ang \u1edf m\u1ed9t n\u01a1i c\u1ee5 th\u1ec3 t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m c\u1ee5 th\u1ec3. Khi b\u1ea1n \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh, th\u00f4ng tin thu th\u1eadp \u0111\u01b0\u1ee3c v\u1ec1 l\u00fd thuy\u1ebft c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tham chi\u1ebfu ch\u00e9o v\u1edbi h\u1ed3 s\u01a1 truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i, \u0111\u0103ng k\u00fd k\u1ebft h\u00f4n, danh b\u1ea1 \u0111i\u1ec7n tho\u1ea1i, h\u1ed3 s\u01a1 ng\u00e2n h\u00e0ng, v.v&#8230; Trong nh\u1eefng t\u00ecnh hu\u1ed1ng nh\u01b0 v\u1eady, m\u1ed9t khi b\u1ea1n \u0111\u00e3 \u0111\u01b0\u1ee3c nh\u00ecn th\u1ea5y \u1edf n\u01a1i c\u00f4ng c\u1ed9ng, b\u1ea5t c\u1ee9 ai \u0111ang theo d\u00f5i h\u1ec7 th\u1ed1ng \u0111\u1ec1u c\u00f3 th\u1ec3 th\u1ea5y to\u00e0n b\u1ed9 c\u00e2u chuy\u1ec7n v\u1ec1 cu\u1ed9c \u0111\u1eddi c\u1ee7a b\u1ea1n.<\/p>\n<p>Tuy nhi\u00ean, v\u1eabn c\u00f3 th\u1ec3 hy v\u1ecdng, \u00edt nh\u1ea5t l\u00e0 \u1edf c\u00e1c n\u01b0\u1edbc d\u00e2n ch\u1ee7. Khi gi\u00e1m s\u00e1t AI tr\u1edf th\u00e0nh chu\u1ea9n m\u1ef1c, ch\u00fang ta c\u00f3 th\u1ec3 s\u1ebd th\u1ea5y lu\u1eadt l\u01b0u gi\u1eef d\u1eef li\u1ec7u hi\u1ec7n t\u1ea1i \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u1ee5 th\u1ec3 c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u00f4ng minh. Ch\u00fang t\u00f4i c\u00f3 th\u1ec3 mong \u0111\u1ee3i \u0111i\u1ec1u n\u00e0y t\u1eadp trung v\u00e0o nh\u1eefng th\u00f4ng tin n\u00e0o c\u00f3 th\u1ec3 v\u00e0 kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c thu th\u1eadp, c\u0169ng nh\u01b0 d\u1eef li\u1ec7u \u0111\u00f3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u01b0u gi\u1eef trong bao l\u00e2u. T\u1ea5t nhi\u00ean, cho \u0111\u1ebfn nay, kh\u00f4ng c\u00f3 g\u00ec ng\u0103n c\u1ea3n c\u00e1c qu\u1ed1c gia \u0111\u01a1n gi\u1ea3n ch\u1ec9 thay \u0111\u1ed5i lu\u1eadt c\u1ee7a h\u1ecd \u0111\u1ec3 h\u1ecd c\u00f3 th\u1ec3 thu th\u1eadp b\u1ea5t k\u1ef3 th\u00f4ng tin n\u00e0o h\u1ecd mu\u1ed1n.<\/p>\n<h3>L\u00e0m th\u1ebf n\u00e0o m\u1ecdi ng\u01b0\u1eddi c\u00f3 th\u1ec3 duy tr\u00ec s\u1ef1 ri\u00eang t\u01b0 c\u1ee7a h\u1ecd khi \u0111\u1ed1i m\u1eb7t v\u1edbi gi\u00e1m s\u00e1t AI?<\/h3>\n<p>Ng\u01b0\u1eddi d\u00e2n hi\u1ec7n \u0111ang nh\u1eadn th\u1ee9c s\u00e2u s\u1eafc r\u1eb1ng h\u1ecd \u0111ang b\u1ecb theo d\u00f5i tr\u1ef1c tuy\u1ebfn nh\u1edd c\u00e1c s\u1ef1 ki\u1ec7n nh\u01b0 v\u1ee5 r\u00f2 r\u1ec9 Snowden v\u00e0 v\u1ee5 b\u00ea b\u1ed1i Cambridge Analytica. C\u00f3 l\u1ebd \u0111\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao h\u1ecd chuy\u1ec3n sang c\u00e1c c\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt nh\u01b0 Tor Browser v\u00e0 Virtual Private Networks (VPN) theo nh\u00f3m, ngay c\u1ea3 \u1edf c\u00e1c qu\u1ed1c gia nh\u01b0 Trung Qu\u1ed1c, n\u01a1i internet b\u1ecb l\u1ecdc r\u1ea5t nhi\u1ec1u v\u00e0 ch\u1ec9 m\u1ed9t s\u1ed1 VPN v\u1eabn ho\u1ea1t \u0111\u1ed9ng .<\/p>\n<p>Gi\u1ed1ng nh\u01b0 m\u1ecdi ng\u01b0\u1eddi c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng \u0111\u1ec3 t\u1ef1 b\u1ea3o v\u1ec7 m\u00ecnh tr\u1ef1c tuy\u1ebfn, c\u00f3 nhi\u1ec1u c\u00e1ch \u0111\u1ec3 ng\u0103n ch\u1eb7n b\u1ea5t k\u1ef3 ai thu th\u1eadp d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n trong th\u1ebf gi\u1edbi th\u1ef1c (che gi\u1ea5u khu\u00f4n m\u1eb7t c\u1ee7a b\u1ea1n ho\u1eb7c l\u00e0m bi\u1ebfn d\u1ea1ng c\u00e1c t\u00ednh n\u0103ng c\u1ee7a n\u00f3 b\u1eb1ng k\u00ednh ho\u1eb7c r\u00e2u ch\u1eb3ng h\u1ea1n). Tuy nhi\u00ean, kh\u00f4ng c\u00f3 g\u00ec \u0111\u1ea3m b\u1ea3o c\u00e1c ph\u01b0\u01a1ng ph\u00e1p n\u00e0y s\u1ebd ti\u1ebfp t\u1ee5c ho\u1ea1t \u0111\u1ed9ng khi c\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n. H\u01a1n n\u1eefa, n\u1ebfu th\u00f4ng tin sinh tr\u1eafc h\u1ecdc kh\u00e1c nh\u01b0 c\u00e1ch ai \u0111\u00f3 \u0111i b\u1ed9 ho\u1eb7c kho\u1ea3ng c\u00e1ch gi\u1eefa c\u00e1c l\u1ed7 ch\u00e2n l\u00f4ng c\u1ee7a h\u1ecd \u0111\u01b0\u1ee3c t\u00ednh \u0111\u1ebfn, c\u00f3 th\u1ec3 g\u1ea7n nh\u01b0 kh\u00f4ng th\u1ec3 che gi\u1ea5u danh t\u00ednh c\u1ee7a b\u1ea1n \u1edf n\u01a1i c\u00f4ng c\u1ed9ng.<\/p>\n<p>Tr\u00ean th\u1ef1c t\u1ebf, c\u00e1ch t\u1ed1t nh\u1ea5t \u0111\u1ec3 b\u1ea3o v\u1ec7 b\u1ea1n tr\u01b0\u1edbc c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u00f4ng minh l\u00e0 ng\u0103n ch\u1eb7n ch\u00fang tr\u01b0\u1edbc khi ch\u00fang tr\u1edf th\u00e0nh v\u1ea5n \u0111\u1ec1. C\u00e1c ch\u00ednh ph\u1ee7 kh\u00f3 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00f4ng ngh\u1ec7 c\u00f3 v\u1ea5n \u0111\u1ec1 nh\u01b0 v\u1eady khi \u0111\u1ed1i m\u1eb7t v\u1edbi ph\u1ea3n \u1ee9ng d\u1eef d\u1ed9i c\u1ee7a c\u00f4ng ch\u00fang, v\u00ec v\u1eady \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 b\u1ea1n ph\u1ea3i cho \u0111\u1ea1i di\u1ec7n c\u1ee7a m\u00ecnh bi\u1ebft \u00fd ki\u1ebfn c\u1ee7a b\u1ea1n v\u1ec1 v\u1ea5n \u0111\u1ec1 n\u00e0y. H\u00e3y nh\u1edb r\u1eb1ng: nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t kh\u00f4ng ch\u1ec9 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh t\u1ed9i ph\u1ea1m, n\u00f3 c\u00f3 th\u1ec3 thu th\u1eadp h\u1ed3 s\u01a1 th\u00f4ng tin chi ti\u1ebft v\u1ec1 t\u1eebng ng\u01b0\u1eddi \u0111i qua camera v\u00e0 kh\u00f4ng ai bi\u1ebft ai s\u1ebd c\u00f3 th\u1ec3 xem d\u1eef li\u1ec7u k\u1ebft qu\u1ea3.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23099\">QNAP QVR Surveillance: Gi\u00e1m s\u00e1t 1024 k\u00eanh, tr\u1ea3i ngi\u1ec7m gi\u00e1m s\u00e1t Cloud v\u00e0 AI hi\u1ec7u su\u1ea5t cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22558\">QNAP ra m\u1eaft \u0111\u1ea7u ghi h\u00ecnh th\u00f4ng minh TVR-AI200 PoE+ 16 k\u00eanh<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20284\">H\u01b0\u1edbng d\u1eabn l\u1ef1a ch\u1ecdn GPU ph\u00f9 h\u1ee3p cho AI, Machine Learning<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>C&aacute;c ch&iacute;nh ph&#7911; &#273;ang ng&agrave;y c&agrave;ng gia t&#259;ng vi&#7879;c s&#7917; d&#7909;ng AI &#273;&#7875; theo d&otilde;i c&aacute;c c&ocirc;ng d&acirc;n c&#7911;a h&#7885;. 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Tr&#432;&#7901;ng h&#7907;p &#273;&#432;&#7907;c bi&#7871;t &#273;&#7871;n r&#7897;ng r&atilde;i nh&#7845;t l&agrave; &#7903; Trung Qu&#7889;c, n&#417;i ch&iacute;nh ph&#7911; hi&#7879;n &#273;ang s&#7917; d&#7909;ng ph&#7847;n m&#7873;m nh&#7853;n d&#7841;ng khu&ocirc;n m&#7863;t &#273;&#7875; theo d&otilde;i v&agrave; gi&aacute;m s&aacute;t h&#417;n m&#7897;t t&#7927; c&ocirc;ng...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/08\/Neurala-SDK-8501.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"9 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tuong-lai-cua-giam-sat-an-ninh-bang-ai-tren-toan-the-gioi-p2215\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tuong-lai-cua-giam-sat-an-ninh-bang-ai-tren-toan-the-gioi-p2215\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"T\u01b0\u01a1ng lai c\u1ee7a gi\u00e1m s\u00e1t an ninh b\u1eb1ng AI tr\u00ean to\u00e0n th\u1ebf gi\u1edbi\",\"datePublished\":\"2019-08-16T21:54:21+00:00\",\"dateModified\":\"2021-02-03T23:42:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tuong-lai-cua-giam-sat-an-ninh-bang-ai-tren-toan-the-gioi-p2215\\\/\"},\"wordCount\":1834,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/tuong-lai-cua-giam-sat-an-ninh-bang-ai-tren-toan-the-gioi-p2215\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2019\\\/08\\\/Neurala-SDK-8501.jpg\",\"keywords\":[\"ai\",\"CCTV\",\"deep learning\",\"gdpr\",\"inference\"],\"articleSection\":[\"AI - 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