{"id":476775,"date":"2023-08-09T07:36:15","date_gmt":"2023-08-09T07:36:15","guid":{"rendered":""},"modified":"2023-09-05T11:13:26","modified_gmt":"2023-09-05T11:13:26","slug":"deepfake","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/deepfake\/","title":{"rendered":"Deepfake"},"content":{"rendered":"<p>Deepfake l\u00e0 thu\u1eadt ng\u1eef ch\u1ec9 vi\u1ec7c s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 k\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y \u0111\u1ec3 t\u1ea1o ra n\u1ed9i dung \u0111a ph\u01b0\u01a1ng ti\u1ec7n gi\u1ea3 si\u00eau th\u1ef1c. T\u1eeb \u201cDeepfake\u201d l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa \u201cdeep learning\u201d v\u00e0 \u201cfake\u201d, ph\u1ea3n \u00e1nh s\u1ef1 ph\u1ee5 thu\u1ed9c c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0o m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh s\u00e2u \u0111\u1ec3 t\u1ea1o v\u00e0 thao t\u00e1c ph\u01b0\u01a1ng ti\u1ec7n, bao g\u1ed3m h\u00ecnh \u1ea3nh, video v\u00e0 \u00e2m thanh. C\u00e1c ph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p do AI t\u1ea1o ra n\u00e0y c\u00f3 th\u1ec3 kh\u00f4ng th\u1ec3 ph\u00e2n bi\u1ec7t \u0111\u01b0\u1ee3c v\u1edbi n\u1ed9i dung x\u00e1c th\u1ef1c, khi\u1ebfn con m\u1eaft ch\u01b0a qua \u0111\u00e0o t\u1ea1o kh\u00f3 c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c n\u1ed9i dung gi\u1ea3 m\u1ea1o c\u1ee7a ch\u00fang.<\/p>\n<h2>L\u1ecbch s\u1eed ngu\u1ed3n g\u1ed1c c\u1ee7a Deepfake v\u00e0 l\u1ea7n \u0111\u1ea7u ti\u00ean nh\u1eafc \u0111\u1ebfn n\u00f3<\/h2>\n<p>Ngu\u1ed3n g\u1ed1c c\u1ee7a Deepfake c\u00f3 th\u1ec3 b\u1eaft ngu\u1ed3n t\u1eeb \u0111\u1ea7u nh\u1eefng n\u0103m 2010 khi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u b\u1eaft \u0111\u1ea7u th\u1eed nghi\u1ec7m c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u cho c\u00e1c nhi\u1ec7m v\u1ee5 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh v\u00e0 gi\u1ecdng n\u00f3i. Kh\u00e1i ni\u1ec7m n\u00e0y \u0111\u00e3 thu h\u00fat \u0111\u01b0\u1ee3c s\u1ef1 ch\u00fa \u00fd r\u1ed9ng r\u00e3i v\u00e0o n\u0103m 2017 khi m\u1ed9t ng\u01b0\u1eddi d\u00f9ng Reddit t\u00ean l\u00e0 \u201cdeepfakes\u201d b\u1eaft \u0111\u1ea7u chia s\u1ebb c\u00e1c video khi\u00eau d\u00e2m do AI t\u1ea1o ra c\u00f3 khu\u00f4n m\u1eb7t c\u1ee7a nh\u1eefng ng\u01b0\u1eddi n\u1ed5i ti\u1ebfng \u0111\u01b0\u1ee3c gh\u00e9p l\u00ean c\u00e1c di\u1ec5n vi\u00ean phim ng\u01b0\u1eddi l\u1edbn. S\u1ef1 ki\u1ec7n n\u00e0y \u0111\u00e1nh d\u1ea5u s\u1ef1 ph\u01a1i b\u00e0y \u0111\u00e1ng k\u1ec3 \u0111\u1ea7u ti\u00ean c\u1ee7a c\u00f4ng ch\u00fang v\u1ec1 kh\u1ea3 n\u0103ng l\u1ea1m d\u1ee5ng c\u00f4ng ngh\u1ec7 Deepfake.<\/p>\n<h2>Th\u00f4ng tin chi ti\u1ebft v\u1ec1 Deepfake: M\u1edf r\u1ed9ng ch\u1ee7 \u0111\u1ec1<\/h2>\n<p>C\u00f4ng ngh\u1ec7 Deepfake xoay quanh c\u00e1c m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh s\u00e2u, c\u1ee5 th\u1ec3 l\u00e0 M\u1ea1ng \u0111\u1ed1i th\u1ee7 s\u00e1ng t\u1ea1o (GAN) v\u00e0 B\u1ed9 m\u00e3 h\u00f3a t\u1ef1 \u0111\u1ed9ng bi\u1ebfn \u0111\u1ed5i (VAE). GAN bao g\u1ed3m hai m\u1ea1ng th\u1ea7n kinh: m\u1ed9t tr\u00ecnh t\u1ea1o t\u1ea1o n\u1ed9i dung gi\u1ea3 m\u1ea1o v\u00e0 m\u1ed9t tr\u00ecnh ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 t\u00ednh x\u00e1c th\u1ef1c c\u1ee7a n\u1ed9i dung. Th\u00f4ng qua \u0111\u00e0o t\u1ea1o l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, ng\u01b0\u1eddi t\u1ea1o h\u1ecdc c\u00e1ch t\u1ea1o ra ph\u01b0\u01a1ng ti\u1ec7n ng\u00e0y c\u00e0ng th\u1ef1c t\u1ebf, trong khi ng\u01b0\u1eddi ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed tr\u1edf n\u00ean th\u00e0nh th\u1ea1o h\u01a1n trong vi\u1ec7c ph\u00e2n bi\u1ec7t th\u1eadt v\u00e0 gi\u1ea3.<\/p>\n<p>Qu\u00e1 tr\u00ecnh t\u1ea1o Deepfake th\u01b0\u1eddng bao g\u1ed3m c\u00e1c b\u01b0\u1edbc sau:<\/p>\n<ol>\n<li>\n<p>Thu th\u1eadp d\u1eef li\u1ec7u: Thu th\u1eadp m\u1ed9t l\u01b0\u1ee3ng \u0111\u00e1ng k\u1ec3 d\u1eef li\u1ec7u \u0111\u00e0o t\u1ea1o, bao g\u1ed3m \u1ea3nh, video v\u00e0 clip \u00e2m thanh c\u1ee7a c\u00e1 nh\u00e2n m\u1ee5c ti\u00eau.<\/p>\n<\/li>\n<li>\n<p>X\u1eed l\u00fd tr\u01b0\u1edbc d\u1eef li\u1ec7u: C\u0103n ch\u1ec9nh v\u00e0 chu\u1ea9n b\u1ecb d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n v\u00e0 hi\u1ec7u su\u1ea5t \u0111\u00e0o t\u1ea1o t\u1ed1i \u01b0u.<\/p>\n<\/li>\n<li>\n<p>\u0110\u00e0o t\u1ea1o: S\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u00e3 chu\u1ea9n b\u1ecb \u0111\u1ec3 \u0111\u00e0o t\u1ea1o m\u00f4 h\u00ecnh GAN ho\u1eb7c VAE, d\u1ea1y n\u00f3 c\u00e1ch t\u1ea1o ra ph\u01b0\u01a1ng ti\u1ec7n gi\u1ed1ng v\u1edbi c\u00e1 nh\u00e2n m\u1ee5c ti\u00eau.<\/p>\n<\/li>\n<li>\n<p>Tinh ch\u1ec9nh: Tinh ch\u1ec9nh \u0111\u1ea7u ra th\u00f4ng qua c\u00e1c \u0111i\u1ec1u ch\u1ec9nh l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 tinh ch\u1ec9nh \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111\u1ed9 ch\u00e2n th\u1ef1c cao h\u01a1n.<\/p>\n<\/li>\n<li>\n<p>Tri\u1ec3n khai: \u00c1p d\u1ee5ng m\u00f4 h\u00ecnh \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u1ec3 t\u1ea1o ra c\u00e1c t\u00e1c ph\u1ea9m gi\u1ea3 m\u1ea1o c\u00f3 c\u00e1 nh\u00e2n m\u1ee5c ti\u00eau.<\/p>\n<\/li>\n<\/ol>\n<h2>C\u1ea5u tr\u00fac b\u00ean trong c\u1ee7a Deepfake: C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng<\/h2>\n<p>C\u1ea5u tr\u00fac b\u00ean trong c\u1ee7a Deepfake xoay quanh ki\u1ebfn tr\u00fac c\u01a1 b\u1ea3n c\u1ee7a m\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh s\u00e2u \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng, \u0111i\u1ec3n h\u00ecnh l\u00e0 GAN ho\u1eb7c VAE. M\u1ea1ng tr\u00ecnh t\u1ea1o l\u1ea5y nhi\u1ec5u ng\u1eabu nhi\u00ean l\u00e0m \u0111\u1ea7u v\u00e0o v\u00e0 bi\u1ebfn n\u00f3 th\u00e0nh ph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p, trong khi m\u1ea1ng ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed \u0111\u00e1nh gi\u00e1 t\u00ednh ch\u00e2n th\u1ef1c c\u1ee7a ph\u01b0\u01a1ng ti\u1ec7n \u0111\u01b0\u1ee3c t\u1ea1o b\u1eb1ng c\u00e1ch ph\u00e2n bi\u1ec7t gi\u1eefa m\u1eabu th\u1eadt v\u00e0 m\u1eabu gi\u1ea3.<\/p>\n<p>B\u1ed9 \u0111\u00f4i ng\u01b0\u1eddi t\u1ea1o-ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed ch\u01a1i m\u1ed9t tr\u00f2 ch\u01a1i m\u00e8o v\u1eddn chu\u1ed9t, trong \u0111\u00f3 ng\u01b0\u1eddi t\u1ea1o c\u1ed1 g\u1eafng t\u1ea1o ra ph\u01b0\u01a1ng ti\u1ec7n \u0111\u00e1nh l\u1eeba ng\u01b0\u1eddi ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed v\u00e0 ng\u01b0\u1eddi ph\u00e2n bi\u1ec7t \u0111\u1ed1i x\u1eed c\u1ed1 g\u1eafng ph\u00e2n bi\u1ec7t th\u1eadt v\u00e0 gi\u1ea3 t\u1ed1t h\u01a1n. Khi qu\u00e1 tr\u00ecnh \u0111\u00e0o t\u1ea1o ti\u1ebfn tri\u1ec3n, kh\u1ea3 n\u0103ng t\u1ea1o ra c\u00e1c t\u00e1c ph\u1ea9m s\u00e2u c\u00f3 \u0111\u1ed9 ch\u00e2n th\u1ef1c cao c\u1ee7a tr\u00ecnh t\u1ea1o \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n, d\u1eabn \u0111\u1ebfn ph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p c\u00f3 s\u1ee9c thuy\u1ebft ph\u1ee5c h\u01a1n.<\/p>\n<h2>Ph\u00e2n t\u00edch c\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a Deepfake<\/h2>\n<p>C\u00e1c t\u00ednh n\u0103ng ch\u00ednh c\u1ee7a c\u00f4ng ngh\u1ec7 Deepfake bao g\u1ed3m:<\/p>\n<ol>\n<li>\n<p><strong>ch\u1ee7 ngh\u0129a hi\u1ec7n th\u1ef1c<\/strong>: Deepfake c\u00f3 th\u1ec3 b\u1eaft ch\u01b0\u1edbc g\u1ea7n gi\u1ed1ng ngo\u1ea1i h\u00ecnh v\u00e0 phong c\u00e1ch c\u1ee7a c\u00e1 nh\u00e2n m\u1ee5c ti\u00eau, khi\u1ebfn ch\u00fang kh\u00f3 ph\u00e2n bi\u1ec7t v\u1edbi n\u1ed9i dung x\u00e1c th\u1ef1c.<\/p>\n<\/li>\n<li>\n<p><strong>Kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn<\/strong>: Khi AI v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 h\u1ecdc m\u00e1y tr\u1edf n\u00ean d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n, vi\u1ec7c t\u1ea1o c\u00e1c t\u00e1c ph\u1ea9m deepfake tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n, l\u00e0m d\u1ea5y l\u00ean lo ng\u1ea1i v\u1ec1 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch.<\/p>\n<\/li>\n<li>\n<p><strong>Ti\u1ec1m n\u0103ng th\u00f4ng tin sai l\u1ec7ch<\/strong>: Deepfakes c\u00f3 th\u1ec3 b\u1ecb khai th\u00e1c \u0111\u1ec3 t\u1ea1o ra nh\u1eefng t\u01b0\u1eddng thu\u1eadt sai s\u1ef1 th\u1eadt v\u00e0 truy\u1ec1n b\u00e1 th\u00f4ng tin sai l\u1ec7ch, d\u1eabn \u0111\u1ebfn nh\u1eefng h\u1eadu qu\u1ea3 ch\u00ednh tr\u1ecb v\u00e0 x\u00e3 h\u1ed9i \u0111\u00e1ng k\u1ec3.<\/p>\n<\/li>\n<li>\n<p><strong>\u1ee8ng d\u1ee5ng gi\u1ea3i tr\u00ed v\u00e0 s\u00e1ng t\u1ea1o<\/strong>: Ngo\u00e0i nh\u1eefng m\u1eb7t ti\u00eau c\u1ef1c, c\u00f4ng ngh\u1ec7 Deepfake c\u00f2n \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong ng\u00e0nh gi\u1ea3i tr\u00ed v\u00e0 s\u00e1ng t\u1ea1o, cho ph\u00e9p t\u1ea1o ra nh\u1eefng hi\u1ec7u \u1ee9ng \u0111\u1eb7c bi\u1ec7t v\u00e0 l\u1ed3ng ti\u1ebfng \u1ea5n t\u01b0\u1ee3ng.<\/p>\n<\/li>\n<\/ol>\n<h2>C\u00e1c lo\u1ea1i Deepfake: B\u1ea3ng v\u00e0 Danh s\u00e1ch<\/h2>\n<table>\n<thead>\n<tr>\n<th>Lo\u1ea1i Deepfake<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Ho\u00e1n \u0111\u1ed5i khu\u00f4n m\u1eb7t<\/td>\n<td>Gh\u00e9p khu\u00f4n m\u1eb7t c\u1ee7a ng\u01b0\u1eddi n\u00e0y l\u00ean khu\u00f4n m\u1eb7t c\u1ee7a ng\u01b0\u1eddi kh\u00e1c trong video ho\u1eb7c h\u00ecnh \u1ea3nh.<\/td>\n<\/tr>\n<tr>\n<td>Nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i<\/td>\n<td>B\u1eaft ch\u01b0\u1edbc gi\u1ecdng n\u00f3i c\u1ee7a ai \u0111\u00f3 \u0111\u1ec3 t\u1ea1o n\u1ed9i dung \u00e2m thanh t\u1ed5ng h\u1ee3p.<\/td>\n<\/tr>\n<tr>\n<td>H\u00e1t nh\u00e9p<\/td>\n<td>\u0110i\u1ec1u khi\u1ec3n chuy\u1ec3n \u0111\u1ed9ng mi\u1ec7ng c\u1ee7a m\u1ed9t ng\u01b0\u1eddi trong video \u0111\u1ec3 ph\u00f9 h\u1ee3p v\u1edbi l\u1eddi n\u00f3i kh\u00e1c.<\/td>\n<\/tr>\n<tr>\n<td>m\u00faa r\u1ed1i<\/td>\n<td>Ki\u1ec3m so\u00e1t n\u00e9t m\u1eb7t v\u00e0 chuy\u1ec3n \u0111\u1ed9ng c\u1ee7a m\u1ed9t ng\u01b0\u1eddi trong th\u1eddi gian th\u1ef1c b\u1eb1ng AI.<\/td>\n<\/tr>\n<tr>\n<td>Deepfake to\u00e0n th\u00e2n<\/td>\n<td>T\u1ea1o h\u00ecnh \u0111\u1ea1i di\u1ec7n ho\u1eb7c nh\u00e2n v\u1eadt ho\u00e0n to\u00e0n nh\u00e2n t\u1ea1o, gi\u1ed1ng nh\u01b0 th\u1eadt cho m\u00f4i tr\u01b0\u1eddng ch\u01a1i game v\u00e0 \u1ea3o.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>C\u00e1ch s\u1eed d\u1ee5ng Deepfake, c\u00e1c v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p<\/h2>\n<h3>C\u00e1ch s\u1eed d\u1ee5ng Deepfake<\/h3>\n<ol>\n<li>\n<p><strong>C\u00f4ng nghi\u1ec7p gi\u1ea3i tr\u00ed v\u00e0 \u0111i\u1ec7n \u1ea3nh<\/strong>: C\u00f4ng ngh\u1ec7 Deepfake c\u00f3 ti\u1ec1m n\u0103ng \u1ee9ng d\u1ee5ng trong ng\u00e0nh gi\u1ea3i tr\u00ed v\u00e0 \u0111i\u1ec7n \u1ea3nh v\u1ec1 c\u00e1c hi\u1ec7u \u1ee9ng \u0111\u1eb7c bi\u1ec7t, kh\u1eed l\u00e3o h\u00f3a di\u1ec5n vi\u00ean v\u00e0 t\u1ea1o h\u00ecnh \u0111\u1ea1i di\u1ec7n ch\u00e2n th\u1ef1c.<\/p>\n<\/li>\n<li>\n<p><strong>S\u00e1ng t\u1ea1o n\u1ed9i dung s\u1ed1<\/strong>: Deepfake c\u00f3 th\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n ph\u00e1t tri\u1ec3n nh\u1eefng ng\u01b0\u1eddi c\u00f3 \u1ea3nh h\u01b0\u1edfng \u1ea3o v\u00e0 nh\u00e2n v\u1eadt h\u01b0 c\u1ea5u cho c\u00e1c chi\u1ebfn d\u1ecbch ti\u1ebfp th\u1ecb v\u00e0 truy\u1ec1n th\u00f4ng x\u00e3 h\u1ed9i.<\/p>\n<\/li>\n<li>\n<p><strong>Giao du\u0323c va \u0111ao ta\u0323o<\/strong>: Deepfake c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ea1o m\u00f4 ph\u1ecfng gi\u1ed1ng nh\u01b0 th\u1eadt cho m\u1ee5c \u0111\u00edch \u0111\u00e0o t\u1ea1o, ch\u1eb3ng h\u1ea1n nh\u01b0 c\u00e1c th\u1ee7 t\u1ee5c y t\u1ebf ho\u1eb7c c\u00e1c t\u00ecnh hu\u1ed1ng \u1ee9ng ph\u00f3 kh\u1ea9n c\u1ea5p.<\/p>\n<\/li>\n<\/ol>\n<h3>V\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p<\/h3>\n<ol>\n<li>\n<p><strong>Th\u00f4ng tin sai l\u1ec7ch v\u00e0 tin gi\u1ea3<\/strong>: Vi\u1ec7c lan truy\u1ec1n th\u00f4ng tin sai l\u1ec7ch do deepfake t\u1ea1o ra c\u00f3 th\u1ec3 l\u00e0m suy y\u1ebfu l\u00f2ng tin v\u00e0 s\u1ef1 t\u00edn nhi\u1ec7m. C\u00e1c c\u00f4ng c\u1ee5 x\u00e1c minh n\u1ed9i dung v\u00e0 h\u00ecnh m\u1edd k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 th\u1ec3 gi\u00fap ch\u1ed1ng l\u1ea1i th\u00f4ng tin sai l\u1ec7ch.<\/p>\n<\/li>\n<li>\n<p><strong>Quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 s\u1ef1 \u0111\u1ed3ng \u00fd<\/strong>: C\u00f4ng ngh\u1ec7 deepfake l\u00e0m d\u1ea5y l\u00ean lo ng\u1ea1i v\u1ec1 vi ph\u1ea1m quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 s\u1ef1 \u0111\u1ed3ng \u00fd. C\u1ea7n x\u00e2y d\u1ef1ng v\u00e0 th\u1ef1c thi c\u00e1c khu\u00f4n kh\u1ed5 ph\u00e1p l\u00fd v\u00e0 c\u01a1 ch\u1ebf \u0111\u1ed3ng thu\u1eadn.<\/p>\n<\/li>\n<li>\n<p><strong>Ph\u00e1t hi\u1ec7n v\u00e0 x\u00e1c th\u1ef1c<\/strong>: Vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n ph\u00e1t hi\u1ec7n deepfake m\u1ea1nh m\u1ebd v\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p x\u00e1c th\u1ef1c k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 th\u1ec3 gi\u00fap x\u00e1c \u0111\u1ecbnh n\u1ed9i dung b\u1ecb thao t\u00fang v\u00e0 x\u00e1c minh t\u00ednh x\u00e1c th\u1ef1c.<\/p>\n<\/li>\n<\/ol>\n<h2>C\u00e1c \u0111\u1eb7c \u0111i\u1ec3m ch\u00ednh v\u00e0 so s\u00e1nh v\u1edbi c\u00e1c thu\u1eadt ng\u1eef t\u01b0\u01a1ng t\u1ef1: B\u1ea3ng v\u00e0 danh s\u00e1ch<\/h2>\n<table>\n<thead>\n<tr>\n<th>Thu\u1eadt ng\u1eef<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Deepfake<\/td>\n<td>Ph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p do AI t\u1ea1o ra m\u00f4 ph\u1ecfng g\u1ea7n gi\u1ed1ng th\u1ef1c t\u1ebf.<\/td>\n<\/tr>\n<tr>\n<td>Tin gi\u1ea3<\/td>\n<td>Th\u00f4ng tin sai l\u1ec7ch \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y nh\u01b0 tin t\u1ee9c h\u1ee3p ph\u00e1p.<\/td>\n<\/tr>\n<tr>\n<td>Thao t\u00e1c h\u00ecnh \u1ea3nh<\/td>\n<td>Ch\u1ec9nh s\u1eeda ho\u1eb7c thay \u0111\u1ed5i h\u00ecnh \u1ea3nh \u0111\u1ec3 truy\u1ec1n t\u1ea3i m\u1ed9t c\u00e2u chuy\u1ec7n c\u1ee5 th\u1ec3.<\/td>\n<\/tr>\n<tr>\n<td>N\u1ed9i dung do AI t\u1ea1o<\/td>\n<td>N\u1ed9i dung \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>Quan \u0111i\u1ec3m v\u00e0 c\u00f4ng ngh\u1ec7 c\u1ee7a t\u01b0\u01a1ng lai li\u00ean quan \u0111\u1ebfn Deepfake<\/h2>\n<p>Khi c\u00f4ng ngh\u1ec7 ti\u1ebfn b\u1ed9, c\u1ea3 kh\u1ea3 n\u0103ng v\u00e0 th\u00e1ch th\u1ee9c c\u1ee7a c\u00f4ng ngh\u1ec7 deepfake d\u1ef1 ki\u1ebfn s\u1ebd ph\u00e1t tri\u1ec3n. Tri\u1ec3n v\u1ecdng t\u01b0\u01a1ng lai bao g\u1ed3m:<\/p>\n<ol>\n<li>\n<p><strong>Ch\u1ee7 ngh\u0129a hi\u1ec7n th\u1ef1c \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n<\/strong>: Truy\u1ec1n th\u00f4ng deepfake s\u1ebd c\u00e0ng tr\u1edf n\u00ean thuy\u1ebft ph\u1ee5c h\u01a1n, khi\u1ebfn vi\u1ec7c ph\u00e2n bi\u1ec7t th\u1eadt gi\u1ea3 ng\u00e0y c\u00e0ng kh\u00f3 kh\u0103n.<\/p>\n<\/li>\n<li>\n<p><strong>Nh\u1eefng ti\u1ebfn b\u1ed9 v\u1ec1 ph\u00e1t hi\u1ec7n<\/strong>: K\u1ef9 thu\u1eadt ph\u00e1t hi\u1ec7n deepfake s\u1ebd ti\u1ebfn b\u1ed9, gi\u00fap c\u00e1c c\u00e1 nh\u00e2n v\u00e0 t\u1ed5 ch\u1ee9c ch\u1ed1ng l\u1ea1i vi\u1ec7c l\u1ea1m d\u1ee5ng ph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p.<\/p>\n<\/li>\n<li>\n<p><strong>Quy \u0111\u1ecbnh v\u00e0 ch\u00ednh s\u00e1ch<\/strong>: Ch\u00ednh ph\u1ee7 v\u00e0 c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 c\u00f3 th\u1ec3 \u0111\u01b0a ra c\u00e1c quy \u0111\u1ecbnh v\u00e0 ch\u00ednh s\u00e1ch \u0111\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng r\u1ee7i ro ti\u1ec1m \u1ea9n li\u00ean quan \u0111\u1ebfn c\u00f4ng ngh\u1ec7 deepfake.<\/p>\n<\/li>\n<\/ol>\n<h2>C\u00e1ch m\u00e1y ch\u1ee7 proxy c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng ho\u1eb7c li\u00ean k\u1ebft v\u1edbi Deepfake<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c duy tr\u00ec quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 \u1ea9n danh khi duy\u1ec7t internet. Trong b\u1ed1i c\u1ea3nh deepfake, c\u00e1c c\u00e1 nh\u00e2n ho\u1eb7c t\u1ed5 ch\u1ee9c s\u1ea3n xu\u1ea5t ho\u1eb7c ph\u00e2n ph\u1ed1i n\u1ed9i dung deepfake c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u00e1y ch\u1ee7 proxy \u0111\u1ec3 che gi\u1ea5u danh t\u00ednh v\u00e0 v\u1ecb tr\u00ed c\u1ee7a h\u1ecd. T\u01b0\u01a1ng t\u1ef1, ng\u01b0\u1eddi d\u00f9ng mu\u1ed1n truy c\u1eadp c\u00e1c d\u1ecbch v\u1ee5 ph\u00e1t hi\u1ec7n deepfake ho\u1eb7c t\u00e0i nguy\u00ean gi\u00e1o d\u1ee5c tr\u00ean ph\u01b0\u01a1ng ti\u1ec7n t\u1ed5ng h\u1ee3p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng m\u00e1y ch\u1ee7 proxy \u0111\u1ec3 v\u01b0\u1ee3t qua c\u00e1c h\u1ea1n ch\u1ebf v\u1ec1 m\u1eb7t \u0111\u1ecba l\u00fd.<\/p>\n<p>S\u1eed d\u1ee5ng m\u00e1y ch\u1ee7 proxy m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m c\u00f3 th\u1ec3 gi\u00fap b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt trong khi t\u01b0\u01a1ng t\u00e1c v\u1edbi n\u1ed9i dung li\u00ean quan \u0111\u1ebfn deepfake. Tuy nhi\u00ean, \u0111i\u1ec1u c\u1ea7n thi\u1ebft l\u00e0 ph\u1ea3i tu\u00e2n th\u1ee7 c\u00e1c nguy\u00ean t\u1eafc ph\u00e1p l\u00fd v\u00e0 \u0111\u1ea1o \u0111\u1ee9c \u0111\u1ec3 ng\u0103n ch\u1eb7n m\u1ecdi h\u00e0nh vi l\u1ea1m d\u1ee5ng d\u1ecbch v\u1ee5 proxy.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<p>\u0110\u1ec3 bi\u1ebft th\u00eam th\u00f4ng tin v\u1ec1 Deepfake, b\u1ea1n c\u00f3 th\u1ec3 kh\u00e1m ph\u00e1 c\u00e1c t\u00e0i nguy\u00ean sau:<\/p>\n<ol>\n<li><a href=\"https:\/\/arxiv.org\/abs\/2001.07864\" target=\"_new\" rel=\"noopener nofollow\">Deepfakes: M\u1ed1i \u0111e d\u1ecda m\u1edbi \u0111\u1ed1i v\u1edbi nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t?<\/a> \u2013 B\u00e0i vi\u1ebft nghi\u00ean c\u1ee9u t\u00ecm hi\u1ec3u \u00fd ngh\u0129a c\u1ee7a deepfake tr\u00ean h\u1ec7 th\u1ed1ng nh\u1eadn d\u1ea1ng khu\u00f4n m\u1eb7t.<\/li>\n<li><a href=\"https:\/\/www.kaggle.com\/c\/deepfake-detection-challenge\" target=\"_new\" rel=\"noopener nofollow\">Th\u1eed th\u00e1ch ph\u00e1t hi\u1ec7n Deepfake<\/a> \u2013 M\u1ed9t cu\u1ed9c thi Kaggle t\u1eadp trung v\u00e0o vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n truy\u1ec1n th\u00f4ng deepfake.<\/li>\n<li><a href=\"https:\/\/www.csiac.org\/csiac-article\/the-state-of-deepfakes-landscape-threats-and-impact\/\" target=\"_new\" rel=\"noopener nofollow\">T\u00ecnh tr\u1ea1ng c\u1ee7a deepfake: B\u1ed1i c\u1ea3nh, m\u1ed1i \u0111e d\u1ecda v\u00e0 t\u00e1c \u0111\u1ed9ng<\/a> \u2013 Ph\u00e2n t\u00edch to\u00e0n di\u1ec7n v\u1ec1 hi\u1ec7n tr\u1ea1ng c\u00f4ng ngh\u1ec7 deepfake v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi x\u00e3 h\u1ed9i.<\/li>\n<\/ol>\n<p>H\u00e3y nh\u1edb r\u1eb1ng, m\u1eb7c d\u00f9 c\u00f4ng ngh\u1ec7 deepfake mang \u0111\u1ebfn nh\u1eefng kh\u1ea3 n\u0103ng th\u00fa v\u1ecb nh\u01b0ng vi\u1ec7c s\u1eed d\u1ee5ng sai m\u1ee5c \u0111\u00edch ti\u1ec1m \u1ea9n c\u1ee7a n\u00f3 s\u1ebd g\u00e2y ra nh\u1eefng lo ng\u1ea1i v\u1ec1 \u0111\u1ea1o \u0111\u1ee9c v\u00e0 x\u00e3 h\u1ed9i. \u0110i\u1ec1u c\u1ea7n thi\u1ebft l\u00e0 ph\u1ea3i ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7 n\u00e0y m\u1ed9t c\u00e1ch c\u00f3 tr\u00e1ch nhi\u1ec7m v\u00e0 th\u1eadn tr\u1ecdng, s\u1eed d\u1ee5ng n\u00f3 cho c\u00e1c m\u1ee5c \u0111\u00edch mang t\u00ednh x\u00e2y d\u1ef1ng v\u00e0 h\u1ee3p ph\u00e1p.<\/p>","protected":false},"featured_media":468191,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476775","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Deepfake: An Encyclopedia of Synthetic Media<\/mark>","faq_items":[{"question":"What is Deepfake?","answer":"<p>Deepfake is a term that refers to the use of artificial intelligence (AI) and machine learning techniques to create hyper-realistic fake multimedia content. These AI-generated synthetic media can include images, videos, and audio that closely mimic real individuals, making them difficult to distinguish from authentic content.<\/p>"},{"question":"How did Deepfake originate, and when was it first mentioned?","answer":"<p>The roots of Deepfake can be traced back to the early 2010s when researchers began experimenting with deep learning algorithms for image and speech recognition tasks. However, it gained widespread attention in 2017 when a Reddit user named \"deepfakes\" started sharing AI-generated pornographic videos featuring celebrities' faces superimposed onto adult film performers.<\/p>"},{"question":"How does Deepfake work?","answer":"<p>Deepfake technology relies on deep neural networks, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). The generator network creates synthetic media by transforming random noise, while the discriminator network evaluates the authenticity of the content. Through iterative training, the generator becomes better at producing increasingly realistic deepfakes.<\/p>"},{"question":"What are the key features of Deepfake?","answer":"<p>The key features of Deepfake include its realism, accessibility, potential for misinformation, and creative applications in the entertainment industry. The technology's ability to mimic individuals convincingly poses challenges in combating misinformation and ensuring privacy and consent.<\/p>"},{"question":"What types of Deepfake exist?","answer":"<p>Various types of Deepfake techniques are employed, including:<\/p><ol><li>Facial Swapping: Superimposing one person's face onto another's in a video or image.<\/li><li>Voice Cloning: Mimicking someone's voice to create synthetic audio content.<\/li><li>Lip-Syncing: Manipulating the mouth movements of a person in a video to match a different speech.<\/li><li>Puppeteering: Controlling the facial expressions and movements of a person in real-time using AI.<\/li><li>Full Body Deepfake: Creating entirely artificial, lifelike avatars or characters for gaming and virtual environments.<\/li><\/ol>"},{"question":"How is Deepfake used, and what problems does it pose?","answer":"<p>Deepfake finds applications in entertainment, digital content creation, and education, but it also raises concerns about misinformation, privacy violations, and consent. Detection and authentication technologies are essential in combating misuse.<\/p>"},{"question":"How does the future of Deepfake look like?","answer":"<p>As technology advances, Deepfake media is expected to become even more convincing. Advancements in detection techniques and potential regulations will play a crucial role in mitigating risks associated with the technology.<\/p>"},{"question":"How can proxy servers be associated with Deepfake?","answer":"<p>Proxy servers can be used to maintain privacy and anonymity while accessing deepfake content or detection services. However, responsible use is vital to prevent misuse and adhere to legal and ethical guidelines.<\/p><p>For more information on Deepfake, explore the related links provided in the article. Visit OneProxy for a secure online experience and access further insights on this cutting-edge technology!<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476775","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/476775\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/468191"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=476775"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}