{"id":7510,"date":"2021-03-19T22:46:13","date_gmt":"2021-03-19T15:46:13","guid":{"rendered":"http:\/\/trizgyrus.com\/blogtsk\/?p=7510"},"modified":"2021-03-19T22:47:13","modified_gmt":"2021-03-19T15:47:13","slug":"ai-nhan-dang-hinh-anh-co-mot-diem-yeu-lon-day-co-the-la-giai-phap","status":"publish","type":"post","link":"https:\/\/cstc.vn\/blogtsk\/ai-nhan-dang-hinh-anh-co-mot-diem-yeu-lon-day-co-the-la-giai-phap\/","title":{"rendered":"AI nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh c\u00f3 m\u1ed9t \u0111i\u1ec3m y\u1ebfu l\u1edbn. \u0110\u00e2y c\u00f3 th\u1ec3 l\u00e0 gi\u1ea3i ph\u00e1p"},"content":{"rendered":"

C\u00f3 th\u1ec3 b\u1ea1n \u0111\u00e3 quen thu\u1ed9c v\u1edbi deepfakes , \u201cph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p\u201d \u0111\u01b0\u1ee3c thay \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 kh\u1ea3 n\u0103ng \u0111\u00e1nh l\u1eeba m\u1ecdi ng\u01b0\u1eddi nh\u00ecn ho\u1eb7c nghe nh\u1eefng \u0111i\u1ec1u ch\u01b0a bao gi\u1edd th\u1ef1c s\u1ef1 x\u1ea3y ra. C\u00e1c v\u00ed d\u1ee5 \u0111\u1ed1i ngh\u1ecbch gi\u1ed1ng nh\u01b0 c\u00e1c tr\u00f2 ch\u01a1i s\u00e2u cho c\u00e1c h\u1ec7 th\u1ed1ng AI nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh – v\u00e0 m\u1eb7c d\u00f9 tr\u00f4ng ch\u00fang th\u1eadm ch\u00ed kh\u00f4ng h\u01a1i xa l\u1ea1 \u0111\u1ed1i v\u1edbi ch\u00fang ta, nh\u01b0ng ch\u00fang c\u00f3 kh\u1ea3 n\u0103ng khi\u1ebfn m\u00e1y m\u00f3c kinh ng\u1ea1c.<\/p>\n

C\u00e1ch \u0111\u00e2y v\u00e0i n\u0103m , c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i Ph\u00f2ng th\u00ed nghi\u1ec7m Khoa h\u1ecdc M\u00e1y t\u00ednh v\u00e0 Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o c\u1ee7a Vi\u1ec7n C\u00f4ng ngh\u1ec7 Massachusetts (CSAIL) \u0111\u00e3 ph\u00e1t hi\u1ec7n ra r\u1eb1ng h\u1ecd c\u00f3 th\u1ec3 \u0111\u00e1nh l\u1eeba c\u00e1c thu\u1eadt to\u00e1n nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh tinh vi th\u00e0nh nh\u1eefng v\u1eadt th\u1ec3 kh\u00f3 hi\u1ec3u ch\u1ec9 b\u1eb1ng c\u00e1ch thay \u0111\u1ed5i m\u1ed9t ch\u00fat k\u1ebft c\u1ea5u b\u1ec1 m\u1eb7t c\u1ee7a ch\u00fang. \u0110\u00e2y c\u0169ng kh\u00f4ng ph\u1ea3i l\u00e0 nh\u1eefng pha tr\u1ed9n nh\u1ecf.<\/p>\n

\"Nh\u1eadn<\/p>\n

Trong cu\u1ed9c tr\u00ecnh di\u1ec5n c\u1ee7a c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u, h\u1ecd cho th\u1ea5y r\u1eb1ng c\u00f3 th\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c m\u1ed9t m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh ti\u00ean ti\u1ebfn \u0111\u1ec3 nh\u00ecn v\u00e0o m\u1ed9t con r\u00f9a in 3D v\u00e0 thay v\u00e0o \u0111\u00f3 l\u00e0 m\u1ed9t kh\u1ea9u s\u00fang tr\u01b0\u1eddng. Ho\u1eb7c nh\u00ecn v\u00e0o m\u1ed9t qu\u1ea3 b\u00f3ng ch\u00e0y v\u00e0 \u0111i \u0111\u1ebfn k\u1ebft lu\u1eadn r\u1eb1ng \u0111\u00f3 l\u00e0 c\u00e0 ph\u00ea espresso.<\/p>\n

C\u00e1c v\u00ed d\u1ee5 v\u1ec1 \u0111\u1ed1i th\u1ee7 th\u1ec3 hi\u1ec7n m\u1ed9t l\u1ed7 h\u1ed5ng h\u1ea5p d\u1eabn khi n\u00f3i \u0111\u1ebfn c\u00e1ch c\u00e1c h\u1ec7 th\u1ed1ng AI tr\u1ef1c quan nh\u00ecn th\u1ebf gi\u1edbi. Nh\u01b0ng ch\u00fang c\u0169ng nh\u01b0 b\u1ea1n c\u00f3 th\u1ec3 mong \u0111\u1ee3i t\u1eeb m\u1ed9t l\u1ed7 h\u1ed5ng l\u00e0m nh\u1ea7m l\u1eabn m\u1ed9t con r\u00f9a \u0111\u1ed3 ch\u01a1i m\u1edbi v\u1edbi m\u1ed9t kh\u1ea9u s\u00fang tr\u01b0\u1eddng, l\u00e0 m\u1ed9t \u0111i\u1ec1u \u0111\u00e1ng b\u00e1o \u0111\u1ed9ng. \u0110\u00f3 l\u00e0 m\u1ed9t trong nh\u1eefng v\u1ea5n \u0111\u1ec1 m\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111ang t\u00ecm c\u00e1ch v\u00e1 trong tuy\u1ec7t v\u1ecdng.<\/p>\n

Gi\u1edd \u0111\u00e2y, m\u1ed9t nh\u00f3m c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u kh\u00e1c t\u1eeb MIT \u0111\u00e3 \u0111\u01b0a ra m\u1ed9t h\u1ec7 th\u1ed1ng m\u1edbi c\u00f3 th\u1ec3 gi\u00fap tr\u00e1nh c\u00e1c \u0111\u1ea7u v\u00e0o \u201c\u0111\u1ed1i ngh\u1ecbch\u201d. Trong qu\u00e1 tr\u00ecnh n\u00e0y, h\u1ecd \u0111\u00e3 t\u01b0\u1edfng t\u01b0\u1ee3ng ra m\u1ed9t tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng th\u1ef1c s\u1ef1 \u0111\u00e1ng s\u1ee3 cho c\u00e1c v\u00ed d\u1ee5 \u0111\u1ed1i ngh\u1ecbch, m\u1ed9t tr\u01b0\u1eddng h\u1ee3p c\u00f3 th\u1ec3, n\u1ebfu \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi tin t\u1eb7c, s\u1ebd \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 g\u00e2y hi\u1ec7u \u1ee9ng ch\u1ebft ng\u01b0\u1eddi.<\/p>\n

K\u1ecbch b\u1ea3n l\u00e0: Xe \u00f4 t\u00f4 t\u1ef1 h\u00e0nh ng\u00e0y c\u00e0ng t\u1ed1t h\u01a1n trong vi\u1ec7c nh\u1eadn th\u1ee9c th\u1ebf gi\u1edbi xung quanh. Nh\u01b0ng \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra n\u1ebfu \u0111\u1ed9t nhi\u00ean, c\u00e1c camera t\u00edch h\u1ee3p d\u1ef1a tr\u00ean \u0111\u1ea7u v\u00e0o tr\u1ef1c quan trong \u00f4 t\u00f4 b\u1ecb c\u1ed1 \u00fd ho\u1eb7c v\u00f4 t\u00ecnh k\u1ebft xu\u1ea5t kh\u00f4ng th\u1ec3 x\u00e1c \u0111\u1ecbnh nh\u1eefng g\u00ec \u0111ang \u1edf ph\u00eda tr\u01b0\u1edbc c\u1ee7a h\u1ecd? Vi\u1ec7c ph\u00e2n lo\u1ea1i sai m\u1ed9t \u0111\u1ed1i t\u01b0\u1ee3ng tr\u00ean \u0111\u01b0\u1eddng – ch\u1eb3ng h\u1ea1n nh\u01b0 kh\u00f4ng x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u00e0 \u0111\u1eb7t ng\u01b0\u1eddi \u0111i b\u1ed9 – c\u00f3 th\u1ec3 th\u1ef1c s\u1ef1 r\u1ea5t r\u1ea5t t\u1ed3i t\u1ec7.<\/p>\n

Ch\u1ed1ng l\u1ea1i c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng c\u1ee7a \u0111\u1ed1i th\u1ee7<\/h2>\n

\u201cNh\u00f3m c\u1ee7a ch\u00fang t\u00f4i \u0111\u00e3 l\u00e0m vi\u1ec7c t\u1ea1i giao di\u1ec7n c\u1ee7a h\u1ecdc s\u00e2u, ng\u01b0\u1eddi m\u00e1y v\u00e0 l\u00fd thuy\u1ebft \u0111i\u1ec1u khi\u1ec3n trong v\u00e0i n\u0103m – bao g\u1ed3m c\u1ea3 nghi\u00ean c\u1ee9u v\u1ec1 vi\u1ec7c s\u1eed d\u1ee5ng RL s\u00e2u [h\u1ecdc t\u0103ng c\u01b0\u1eddng] \u0111\u1ec3 hu\u1ea5n luy\u1ec7n robot \u0111i\u1ec1u h\u01b0\u1edbng theo c\u00e1ch c\u00f3 \u00fd th\u1ee9c x\u00e3 h\u1ed9i xung quanh ng\u01b0\u1eddi \u0111i b\u1ed9,\u201d Michael Everett , m\u1ed9t nh\u00e0 nghi\u00ean c\u1ee9u sau ti\u1ebfn s\u0129 t\u1ea1i Khoa H\u00e0ng kh\u00f4ng v\u00e0 Du h\u00e0nh v\u0169 tr\u1ee5 MIT, n\u00f3i v\u1edbi Digital Trends. \u201cKhi ch\u00fang t\u00f4i \u0111ang suy ngh\u0129 v\u1ec1 vi\u1ec7c l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 \u0111\u01b0a nh\u1eefng \u00fd t\u01b0\u1edfng \u0111\u00f3 l\u00ean c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n l\u1edbn h\u01a1n v\u00e0 nhanh h\u01a1n, c\u00e1c c\u00e2u h\u1ecfi v\u1ec1 \u0111\u1ed9 an to\u00e0n v\u00e0 \u0111\u1ed9 b\u1ec1n tr\u1edf th\u00e0nh th\u00e1ch th\u1ee9c l\u1edbn nh\u1ea5t. Ch\u00fang t\u00f4i \u0111\u00e3 nh\u00ecn th\u1ea5y c\u01a1 h\u1ed9i tuy\u1ec7t v\u1eddi \u0111\u1ec3 nghi\u00ean c\u1ee9u v\u1ea5n \u0111\u1ec1 n\u00e0y trong h\u1ecdc t\u1eadp s\u00e2u t\u1eeb quan \u0111i\u1ec3m ki\u1ec3m so\u00e1t m\u1ea1nh m\u1ebd v\u00e0 t\u1ed1i \u01b0u h\u00f3a m\u1ea1nh m\u1ebd. \u201d<\/p>\n

H\u1ecdc t\u0103ng c\u01b0\u1eddng l\u00e0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn d\u1ef1a tr\u00ean th\u1eed-v\u00e0-sai \u0111\u1ed1i v\u1edbi h\u1ecdc m\u00e1y, n\u1ed5i ti\u1ebfng, \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u s\u1eed d\u1ee5ng \u0111\u1ec3 khi\u1ebfn m\u00e1y t\u00ednh h\u1ecdc c\u00e1ch ch\u01a1i tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u01b0\u1ee3c d\u1ea1y c\u00e1ch r\u00f5 r\u00e0ng. Thu\u1eadt to\u00e1n d\u1ef1a tr\u00ean m\u1ea1ng n\u01a1-ron s\u00e2u v\u00e0 h\u1ecdc t\u1eadp c\u1ee7ng c\u1ed1 m\u1edbi c\u1ee7a nh\u00f3m \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 CARRL, vi\u1ebft t\u1eaft c\u1ee7a Certified Adversarial Robustness for Deep Reinforcement Learning. V\u1ec1 b\u1ea3n ch\u1ea5t, \u0111\u00f3 l\u00e0 m\u1ed9t m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh v\u1edbi m\u1ed9t l\u01b0\u1ee3ng ho\u00e0i nghi t\u0103ng th\u00eam khi n\u00f3i \u0111\u1ebfn nh\u1eefng g\u00ec n\u00f3 \u0111ang nh\u00ecn th\u1ea5y.<\/p>\n

Trong m\u1ed9t l\u1ea7n tr\u00ecnh di\u1ec5n c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd, \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi Ford Motor Company, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t thu\u1eadt to\u00e1n h\u1ecdc t\u0103ng c\u01b0\u1eddng c\u00f3 th\u1ec3 ch\u01a1i tr\u00f2 ch\u01a1i Atari c\u1ed5 \u0111i\u1ec3n Pong . Tuy nhi\u00ean, kh\u00f4ng gi\u1ed1ng nh\u01b0 nh\u1eefng ng\u01b0\u1eddi ch\u01a1i tr\u00f2 ch\u01a1i RL tr\u01b0\u1edbc \u0111\u00f3, trong phi\u00ean b\u1ea3n c\u1ee7a h\u1ecd, h\u1ecd \u0111\u00e3 \u00e1p d\u1ee5ng m\u1ed9t cu\u1ed9c t\u1ea5n c\u00f4ng \u0111\u1ed1i ngh\u1ecbch khi\u1ebfn t\u00e1c nh\u00e2n AI \u0111\u00e1nh gi\u00e1 v\u1ecb tr\u00ed b\u00f3ng c\u1ee7a tr\u00f2 ch\u01a1i, khi\u1ebfn ng\u01b0\u1eddi ch\u01a1i ngh\u0129 r\u1eb1ng n\u00f3 th\u1ea5p h\u01a1n m\u1ed9t v\u00e0i pixel so v\u1edbi th\u1ef1c t\u1ebf. Th\u00f4ng th\u01b0\u1eddng, \u0111i\u1ec1u n\u00e0y s\u1ebd khi\u1ebfn ng\u01b0\u1eddi ch\u01a1i AI g\u1eb7p b\u1ea5t l\u1ee3i l\u1edbn, khi\u1ebfn n\u00f3 li\u00ean t\u1ee5c thua \u0111\u1ed1i th\u1ee7 m\u00e1y t\u00ednh. Tuy nhi\u00ean, trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y, t\u00e1c nh\u00e2n RL ngh\u0129 v\u1ec1 t\u1ea5t c\u1ea3 c\u00e1c v\u1ecb tr\u00ed m\u00e0 qu\u1ea3 b\u00f3ng c\u00f3 th\u1ec3 \u1edf, v\u00e0 sau \u0111\u00f3 \u0111\u1eb7t m\u00e1i ch\u00e8o v\u00e0o n\u01a1i n\u00e0o \u0111\u00f3 m\u00e0 n\u00f3 s\u1ebd kh\u00f4ng b\u1ecb tr\u01b0\u1ee3t b\u1ea5t k\u1ec3 s\u1ef1 thay \u0111\u1ed5i v\u1ecb tr\u00ed.<\/p>\n

\u201cLo\u1ea1i thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u m\u1ea1nh m\u1ebd m\u1edbi n\u00e0y s\u1ebd l\u00e0 y\u1ebfu t\u1ed1 c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u01b0a c\u00e1c k\u1ef9 thu\u1eadt AI \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u00e0o th\u1ebf gi\u1edbi th\u1ef1c.\u201d<\/p>\n

T\u1ea5t nhi\u00ean, tr\u00f2 ch\u01a1i \u0111\u01b0\u1ee3c \u0111\u01a1n gi\u1ea3n h\u00f3a h\u01a1n r\u1ea5t nhi\u1ec1u so v\u1edbi th\u1ebf gi\u1edbi th\u1ef1c, nh\u01b0 Everett th\u1eeba nh\u1eadn.<\/p>\n

\u201cTh\u1ebf gi\u1edbi th\u1ef1c c\u00f3 nhi\u1ec1u s\u1ef1 kh\u00f4ng ch\u1eafc ch\u1eafn h\u01a1n so v\u1edbi tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed, t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn kh\u00f4ng ho\u00e0n h\u1ea3o ho\u1eb7c c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng c\u1ee7a \u0111\u1ed1i th\u1ee7, c\u00f3 th\u1ec3 \u0111\u1ee7 \u0111\u1ec3 \u0111\u00e1nh l\u1eeba c\u00e1c h\u1ec7 th\u1ed1ng h\u1ecdc s\u00e2u \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh nguy hi\u1ec3m – [ch\u1eb3ng h\u1ea1n nh\u01b0] phun s\u01a1n m\u1ed9t ch\u1ea5m tr\u00ean \u0111\u01b0\u1eddng [c\u00f3 th\u1ec3 g\u00e2y ra xe t\u1ef1 l\u00e1i] \u0111\u1ec3 r\u1ebd sang l\u00e0n \u0111\u01b0\u1eddng kh\u00e1c, \u201danh ta gi\u1ea3i th\u00edch. \u201cC\u00f4ng vi\u1ec7c c\u1ee7a ch\u00fang t\u00f4i tr\u00ecnh b\u00e0y m\u1ed9t thu\u1eadt to\u00e1n RL s\u00e2u, c\u00f3 th\u1ec3 ch\u1ee9ng nh\u1eadn l\u00e0 m\u1ea1nh m\u1ebd \u0111\u1ed1i v\u1edbi c\u00e1c ph\u00e9p \u0111o kh\u00f4ng ho\u00e0n h\u1ea3o. S\u1ef1 \u0111\u1ed5i m\u1edbi quan tr\u1ecdng l\u00e0, thay v\u00ec tin t\u01b0\u1edfng m\u1ed9t c\u00e1ch m\u00f9 qu\u00e1ng v\u00e0o c\u00e1c ph\u00e9p \u0111o c\u1ee7a n\u00f3, nh\u01b0 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n ng\u00e0y nay, thu\u1eadt to\u00e1n c\u1ee7a ch\u00fang t\u00f4i suy ngh\u0129 th\u00f4ng qua t\u1ea5t c\u1ea3 c\u00e1c ph\u00e9p \u0111o c\u00f3 th\u1ec3 \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh xem x\u00e9t k\u1ebft qu\u1ea3 trong tr\u01b0\u1eddng h\u1ee3p x\u1ea5u nh\u1ea5t. ”<\/p>\n

Trong m\u1ed9t minh ch\u1ee9ng kh\u00e1c, h\u1ecd cho th\u1ea5y r\u1eb1ng thu\u1eadt to\u00e1n c\u00f3 th\u1ec3, trong b\u1ed1i c\u1ea3nh l\u00e1i xe m\u00f4 ph\u1ecfng, c\u00f3 th\u1ec3 tr\u00e1nh va ch\u1ea1m ngay c\u1ea3 khi c\u00e1c c\u1ea3m bi\u1ebfn c\u1ee7a n\u00f3 \u0111ang b\u1ecb t\u1ea5n c\u00f4ng b\u1edfi k\u1ebb th\u00f9 mu\u1ed1n t\u00e1c nh\u00e2n va ch\u1ea1m. Everett n\u00f3i: \u201cLo\u1ea1i thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u m\u1ea1nh m\u1ebd m\u1edbi n\u00e0y s\u1ebd l\u00e0 y\u1ebfu t\u1ed1 c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u01b0a c\u00e1c k\u1ef9 thu\u1eadt AI \u0111\u1ea7y h\u1ee9a h\u1eb9n v\u00e0o th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n

C\u00f2n nhi\u1ec1u vi\u1ec7c ph\u1ea3i l\u00e0m<\/h2>\n

V\u1eabn c\u00f2n l\u00e0 nh\u1eefng ng\u00e0y \u0111\u1ea7u cho c\u00f4ng vi\u1ec7c n\u00e0y v\u00e0 c\u00f2n nhi\u1ec1u vi\u1ec7c c\u1ea7n ph\u1ea3i l\u00e0m. Ngo\u00e0i ra c\u00f2n c\u00f3 m\u1ed9t v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n m\u00e0 trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 khi\u1ebfn t\u00e1c nh\u00e2n AI ho\u1ea1t \u0111\u1ed9ng qu\u00e1 th\u1eadn tr\u1ecdng, do \u0111\u00f3 l\u00e0m cho n\u00f3 ho\u1ea1t \u0111\u1ed9ng k\u00e9m hi\u1ec7u qu\u1ea3 h\u01a1n. Tuy nhi\u00ean, \u0111\u00f3 l\u00e0 m\u1ed9t ph\u1ea7n nghi\u00ean c\u1ee9u c\u00f3 gi\u00e1 tr\u1ecb c\u00f3 th\u1ec3 c\u00f3 nh\u1eefng t\u00e1c \u0111\u1ed9ng s\u00e2u s\u1eafc trong t\u01b0\u01a1ng lai.<\/p>\n

<\/p>\n

\u201c[C\u00f3 nh\u1eefng d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u kh\u00e1c] t\u1eadp trung v\u00e0o vi\u1ec7c b\u1ea3o v\u1ec7 ch\u1ed1ng l\u1ea1i [m\u1ed9t s\u1ed1 lo\u1ea1i] v\u00ed d\u1ee5 \u0111\u1ed1i ngh\u1ecbch, trong \u0111\u00f3 c\u00f4ng vi\u1ec7c c\u1ee7a m\u1ea1ng n\u01a1-ron l\u00e0 ph\u00e2n lo\u1ea1i m\u1ed9t h\u00ecnh \u1ea3nh v\u00e0 n\u00f3 \u0111\u00fang [ho\u1eb7c] sai, v\u00e0 c\u00e2u chuy\u1ec7n k\u1ebft th\u00fac \u1edf \u0111\u00f3,\u201d Everett n\u00f3i, khi \u0111\u01b0\u1ee3c h\u1ecfi v\u1ec1 v\u1ea5n \u0111\u1ec1 s\u00fang tr\u01b0\u1eddng \u0111\u1ea5u r\u00f9a c\u1ed5 \u0111i\u1ec3n. \u201cC\u00f4ng vi\u1ec7c c\u1ee7a ch\u00fang t\u00f4i \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean m\u1ed9t s\u1ed1 \u00fd t\u01b0\u1edfng \u0111\u00f3, nh\u01b0ng t\u1eadp trung v\u00e0o vi\u1ec7c h\u1ecdc t\u1eadp c\u1ee7ng c\u1ed1, n\u01a1i ng\u01b0\u1eddi \u0111\u1ea1i di\u1ec7n ph\u1ea3i th\u1ef1c hi\u1ec7n c\u00e1c h\u00e0nh \u0111\u1ed9ng v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c m\u1ed9t s\u1ed1 ph\u1ea7n th\u01b0\u1edfng n\u1ebfu n\u00f3 l\u00e0m t\u1ed1t. V\u00ec v\u1eady, ch\u00fang t\u00f4i \u0111ang xem x\u00e9t m\u1ed9t c\u00e2u h\u1ecfi d\u00e0i h\u1ea1n h\u01a1n l\u00e0 ‘N\u1ebfu t\u00f4i n\u00f3i \u0111\u00e2y l\u00e0 m\u1ed9t con r\u00f9a, th\u00ec \u00fd ngh\u0129a t\u01b0\u01a1ng lai c\u1ee7a quy\u1ebft \u0111\u1ecbnh \u0111\u00f3 l\u00e0 g\u00ec?’ v\u00e0 \u0111\u00f3 l\u00e0 n\u01a1i thu\u1eadt to\u00e1n c\u1ee7a ch\u00fang t\u00f4i th\u1ef1c s\u1ef1 c\u00f3 th\u1ec3 gi\u00fap \u00edch. Thu\u1eadt to\u00e1n c\u1ee7a ch\u00fang t\u00f4i s\u1ebd suy ngh\u0129 v\u1ec1 c\u00e1c t\u00e1c \u0111\u1ed9ng trong t\u01b0\u01a1ng lai trong tr\u01b0\u1eddng h\u1ee3p x\u1ea5u nh\u1ea5t c\u1ee7a vi\u1ec7c ch\u1ecdn m\u1ed9t con r\u00f9a ho\u1eb7c m\u1ed9t kh\u1ea9u s\u00fang tr\u01b0\u1eddng, \u0111\u00e2y c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t b\u01b0\u1edbc quan tr\u1ecdng \u0111\u1ec3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt quan tr\u1ecdng khi quy\u1ebft \u0111\u1ecbnh c\u1ee7a c\u00e1c t\u00e1c nh\u00e2n AI c\u00f3 \u1ea3nh h\u01b0\u1edfng l\u00e2u d\u00e0i. ”<\/p>\n

M\u1ed9t b\u00e0i b\u00e1o m\u00f4 t\u1ea3 nghi\u00ean c\u1ee9u c\u00f3 s\u1eb5n \u0111\u1ec3 \u0111\u1ecdc tr\u00ean kho l\u01b0u tr\u1eef b\u1ea3n in tr\u01b0\u1edbc \u0111i\u1ec7n t\u1eed arXiv <\/a>.<\/p>\n

Th\u1ee9 g\u00ec c\u1ea3n tr\u1edf b\u1ea1n h\u00e0nh \u0111\u1ed9ng theo \u0111i\u1ec1u b\u1ea1n bi\u1ebft ch\u1eafc ch\u1eafn \u0111\u00fang? C\u00e1c y\u1ebfu t\u1ed1 n\u00e0o chi ph\u1ed1i vi\u1ec7c h\u00e0nh \u0111\u1ed9ng b\u1ec1n b\u1ec9? \u0110\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1c nguy\u00ean nh\u00e2n c\u1ea3n tr\u1edf xung quanh v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c ch\u01b0\u1edbng ng\u1ea1i c\u1ea7n s\u1ef1 d\u0169ng c\u1ea3m. Trong \u0111\u00f3, nh\u1eadn th\u1ee9c s\u1ebd \u0111i \u0111\u1ea7u ti\u00ean. Ti\u1ebfp theo nh\u1eadn th\u1ee9c, c\u1ea7n c\u00f3 c\u00e1c c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 \u0111\u1ec3 duy tr\u00ec v\u00e0 t\u1ed1i \u01b0u trong c\u00e1c gi\u1ea3i ph\u00e1p. T\u1ed5 ti\u00ean lo\u00e0i ng\u01b0\u1eddi ng\u00e0y x\u01b0a c\u00f9ng c\u00e1c nh\u00e0 khoa h\u1ecdc hi\u1ec7n nay \u0111\u00e3 mi\u1ec7t m\u00e0i nghi\u00ean c\u1ee9u. B\u1ea1n s\u1ebd \u0111\u01b0\u1ee3c th\u1eeba h\u01b0\u1edfng c\u00e1c tinh hoa v\u00e0 m\u01b0\u1ee3n s\u1ee9c th\u00e0nh t\u1ef1u v\u00e0 x\u00e2y ti\u1ebfp b\u1ee9c tranh m\u00e0 b\u1ea1n mu\u1ed1n tr\u1edf th\u00e0nh. T\u1ea5t c\u1ea3 n\u1eb1m trong kh\u00f3a h\u1ecdc PH\u01af\u01a0NG PH\u00c1P LU\u1eacN S\u00c1NG T\u1ea0O v\u00e0 \u0110\u1ed4I M\u1edaI<\/a> t\u1ea1i Trung t\u00e2m S\u00e1ng t\u1ea1o Khoa h\u1ecdc\u2013k\u1ef9 thu\u1eadt (TSK) thu\u1ed9c tr\u01b0\u1eddng Khoa H\u1ecdc T\u1ef1 Nhi\u00ean. \u0110\u0103ng k\u00fd ngay t\u1ea1i \u0111\u00e2y<\/a> ho\u1eb7c li\u00ean h\u1ec7 s\u1ed1 \u0111i\u1ec7n tho\u1ea1i: (028) 38 301 743\/ 089 668 36 31. Ch\u00e0o \u0111\u00f3n b\u1ea1n!<\/p>\n

Ngu\u1ed3n: DigitalTrends<\/p>\n","protected":false},"excerpt":{"rendered":"

C\u00f3 th\u1ec3 b\u1ea1n \u0111\u00e3 quen thu\u1ed9c v\u1edbi deepfakes , \u201cph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p\u201d \u0111\u01b0\u1ee3c thay \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 kh\u1ea3 n\u0103ng \u0111\u00e1nh l\u1eeba m\u1ecdi ng\u01b0\u1eddi nh\u00ecn ho\u1eb7c nghe nh\u1eefng \u0111i\u1ec1u ch\u01b0a bao gi\u1edd th\u1ef1c … <\/p>\n","protected":false},"author":1,"featured_media":7512,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[82],"tags":[],"yoast_head":"\nAI nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh c\u00f3 m\u1ed9t \u0111i\u1ec3m y\u1ebfu l\u1edbn. \u0110\u00e2y c\u00f3 th\u1ec3 l\u00e0 gi\u1ea3i ph\u00e1p - Blog TSK<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cstc.vn\/blogtsk\/ai-nhan-dang-hinh-anh-co-mot-diem-yeu-lon-day-co-the-la-giai-phap\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh c\u00f3 m\u1ed9t \u0111i\u1ec3m y\u1ebfu l\u1edbn. \u0110\u00e2y c\u00f3 th\u1ec3 l\u00e0 gi\u1ea3i ph\u00e1p - 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