{"id":475861,"date":"2023-08-09T07:23:51","date_gmt":"2023-08-09T07:23:51","guid":{"rendered":""},"modified":"2023-09-05T11:11:25","modified_gmt":"2023-09-05T11:11:25","slug":"anonymization","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/vn\/wiki\/anonymization\/","title":{"rendered":"\u1ea8n danh"},"content":{"rendered":"<p>\u1ea8n danh \u0111\u1ec1 c\u1eadp \u0111\u1ebfn qu\u00e1 tr\u00ecnh hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u kh\u00f4ng th\u1ec3 theo d\u00f5i \u0111\u01b0\u1ee3c \u0111\u1ed1i v\u1edbi c\u00e1c c\u00e1 nh\u00e2n m\u00e0 n\u00f3 t\u01b0\u01a1ng \u1ee9ng, do \u0111\u00f3 \u0111\u1ea3m b\u1ea3o quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a h\u1ecd. \u0110\u00f3 l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u x\u00f3a ho\u1eb7c s\u1eeda \u0111\u1ed5i ho\u00e0n to\u00e0n th\u00f4ng tin nh\u1eadn d\u1ea1ng c\u00e1 nh\u00e2n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng danh t\u00ednh c\u1ee7a ng\u01b0\u1eddi \u0111\u00f3 kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng l\u1ea1i theo b\u1ea5t k\u1ef3 c\u00e1ch quan tr\u1ecdng n\u00e0o.<\/p>\n<h2>Nh\u00ecn l\u1ea1i: L\u1ecbch s\u1eed v\u00e0 Ngu\u1ed3n g\u1ed1c c\u1ee7a \u1ea8n danh<\/h2>\n<p>Kh\u00e1i ni\u1ec7m \u1ea9n danh \u0111\u00e3 ph\u1ed5 bi\u1ebfn t\u1eeb nh\u1eefng ng\u00e0y \u0111\u1ea7u c\u1ee7a Internet, nh\u01b0ng n\u00f3 \u0111\u00e3 thu h\u00fat \u0111\u01b0\u1ee3c s\u1ef1 ch\u00fa \u00fd \u0111\u00e1ng ch\u00fa \u00fd v\u00e0o cu\u1ed1i th\u1ebf k\u1ef7 20 khi nh\u1eefng lo ng\u1ea1i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 t\u0103ng l\u00ean c\u00f9ng v\u1edbi s\u1ef1 t\u0103ng tr\u01b0\u1edfng theo c\u1ea5p s\u1ed1 nh\u00e2n c\u1ee7a d\u1eef li\u1ec7u k\u1ef9 thu\u1eadt s\u1ed1. Vi\u1ec7c \u0111\u1ec1 c\u1eadp \u0111\u1ea7u ti\u00ean \u0111\u1ebfn vi\u1ec7c \u1ea9n danh d\u1eef li\u1ec7u c\u00f3 th\u1ec3 b\u1eaft ngu\u1ed3n t\u1eeb c\u00e1c lu\u1eadt v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 nh\u01b0 \u0110\u1ea1o lu\u1eadt quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a Hoa K\u1ef3 n\u0103m 1974, trong \u0111\u00f3 k\u00eau g\u1ecdi b\u1ea3o v\u1ec7 th\u00f4ng tin c\u00e1 nh\u00e2n do c\u00e1c c\u01a1 quan li\u00ean bang n\u1eafm gi\u1eef. K\u1ec3 t\u1eeb \u0111\u00f3, \u00fd t\u01b0\u1edfng n\u00e0y \u0111\u00e3 ph\u00e1t tri\u1ec3n v\u00e0 ng\u00e0y c\u00e0ng tinh vi h\u01a1n \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nh\u1eefng ti\u1ebfn b\u1ed9 trong c\u00f4ng ngh\u1ec7 v\u00e0 k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch d\u1eef li\u1ec7u.<\/p>\n<h2>V\u1ea1ch m\u1eb7t \u1ea9n danh: C\u00e1i nh\u00ecn chi ti\u1ebft<\/h2>\n<p>Vi\u1ec7c \u1ea9n danh c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng cho b\u1ea5t k\u1ef3 lo\u1ea1i d\u1eef li\u1ec7u c\u00e1 nh\u00e2n n\u00e0o, t\u1eeb \u0111\u1ecba ch\u1ec9 IP v\u00e0 th\u00f4ng tin v\u1ecb tr\u00ed \u0111\u1ebfn h\u00ecnh \u1ea3nh c\u00e1 nh\u00e2n v\u00e0 d\u1eef li\u1ec7u s\u1ee9c kh\u1ecfe. M\u1ee5c \u0111\u00edch ch\u00ednh l\u00e0 \u0111\u1ea3m b\u1ea3o b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 c\u00e1 nh\u00e2n \u0111\u1ed3ng th\u1eddi cho ph\u00e9p s\u1eed d\u1ee5ng d\u1eef li\u1ec7u cho nhi\u1ec1u m\u1ee5c \u0111\u00edch kh\u00e1c nhau nh\u01b0 nghi\u00ean c\u1ee9u, ph\u00e2n t\u00edch th\u1ed1ng k\u00ea ho\u1eb7c ti\u1ebfp th\u1ecb.<\/p>\n<p>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p \u1ea9n danh c\u00f3 th\u1ec3 bao g\u1ed3m che gi\u1ea5u d\u1eef li\u1ec7u, \u0111\u1eb7t b\u00fat danh, ho\u00e1n \u0111\u1ed5i d\u1eef li\u1ec7u, th\u00eam ti\u1ebfng \u1ed3n v\u00e0 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u. \u0110i\u1ec1u quan tr\u1ecdng c\u1ea7n l\u01b0u \u00fd l\u00e0 m\u1eb7c d\u00f9 b\u00fat danh \u0111\u00f4i khi \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i l\u00e0 m\u1ed9t h\u00ecnh th\u1ee9c \u1ea9n danh nh\u01b0ng n\u00f3 kh\u00f4ng cung c\u1ea5p c\u00f9ng m\u1ee9c \u0111\u1ed9 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 v\u00ec quy tr\u00ecnh n\u00e0y c\u00f3 th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c.<\/p>\n<h2>D\u01b0\u1edbi mui xe: C\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a t\u00ednh n\u0103ng \u1ea9n danh<\/h2>\n<p>C\u00e1c c\u01a1 ch\u1ebf \u1ea9n danh ch\u00ednh xoay quanh vi\u1ec7c l\u00e0m cho d\u1eef li\u1ec7u kh\u00f4ng th\u1ec3 gi\u1ea3i m\u00e3 \u0111\u01b0\u1ee3c ho\u1eb7c kh\u00f4ng th\u1ec3 li\u00ean k\u1ebft \u0111\u01b0\u1ee3c v\u1edbi m\u1ed9t c\u00e1 nh\u00e2n. Qu\u00e1 tr\u00ecnh \u1ea9n danh th\u01b0\u1eddng bao g\u1ed3m m\u1ed9t s\u1ed1 b\u01b0\u1edbc, ch\u1eb3ng h\u1ea1n nh\u01b0:<\/p>\n<ol>\n<li>Nh\u1eadn d\u1ea1ng: X\u00e1c \u0111\u1ecbnh d\u1eef li\u1ec7u n\u00e0o c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c li\u00ean k\u1ebft v\u1edbi m\u1ed9t c\u00e1 nh\u00e2n.<\/li>\n<li>\u0110\u00e1nh gi\u00e1 r\u1ee7i ro: \u0110\u00e1nh gi\u00e1 r\u1ee7i ro t\u00e1i nh\u1eadn d\u1ea1ng.<\/li>\n<li>\u1ea8n danh: \u00c1p d\u1ee5ng c\u00e1c k\u1ef9 thu\u1eadt \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh l\u1ea1i d\u1eef li\u1ec7u.<\/li>\n<li>X\u00e1c th\u1ef1c: Ki\u1ec3m tra \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o qu\u00e1 tr\u00ecnh \u1ea9n danh c\u00f3 hi\u1ec7u qu\u1ea3 v\u00e0 kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ti\u1ec7n \u00edch d\u1eef li\u1ec7u.<\/li>\n<\/ol>\n<h2>Ph\u00e2n t\u00edch \u1ea9n danh: C\u00e1c t\u00ednh n\u0103ng ch\u00ednh<\/h2>\n<p>T\u00ednh n\u0103ng \u1ea9n danh cung c\u1ea5p m\u1ed9t s\u1ed1 t\u00ednh n\u0103ng ch\u00ednh gi\u00fap n\u00f3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 quan tr\u1ecdng \u0111\u1ec3 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0:<\/p>\n<ol>\n<li>B\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0: N\u00f3 b\u1ea3o m\u1eadt danh t\u00ednh c\u00e1 nh\u00e2n trong t\u1eadp d\u1eef li\u1ec7u, b\u1ea3o v\u1ec7 c\u00e1c c\u00e1 nh\u00e2n kh\u1ecfi nh\u1eefng t\u1ed5n h\u1ea1i ti\u1ec1m \u1ea9n nh\u01b0 tr\u1ed9m c\u1eafp danh t\u00ednh.<\/li>\n<li>Ti\u1ec7n \u00edch d\u1eef li\u1ec7u: M\u1eb7c d\u00f9 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 nh\u01b0ng n\u00f3 v\u1eabn cho ph\u00e9p ph\u00e2n t\u00edch c\u00f3 \u00fd ngh\u0129a d\u1eef li\u1ec7u \u1ea9n danh.<\/li>\n<li>Tu\u00e2n th\u1ee7: N\u00f3 gi\u00fap c\u00e1c t\u1ed5 ch\u1ee9c tu\u00e2n th\u1ee7 lu\u1eadt v\u00e0 quy \u0111\u1ecbnh b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u nh\u01b0 Quy \u0111\u1ecbnh chung v\u1ec1 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u (GDPR).<\/li>\n<\/ol>\n<h2>C\u00e1c lo\u1ea1i k\u1ef9 thu\u1eadt \u1ea9n danh<\/h2>\n<table>\n<thead>\n<tr>\n<th>K\u1ef9 thu\u1eadt<\/th>\n<th>S\u1ef1 mi\u00eau t\u1ea3<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Che gi\u1ea5u d\u1eef li\u1ec7u<\/td>\n<td>\u0110i\u1ec1u n\u00e0y li\u00ean quan \u0111\u1ebfn vi\u1ec7c ng\u1ee5y trang d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch thay th\u1ebf n\u00f3 b\u1eb1ng d\u1eef li\u1ec7u th\u1ef1c t\u1ebf nh\u01b0ng kh\u00f4ng c\u00f3 th\u1eadt kh\u00e1c.<\/td>\n<\/tr>\n<tr>\n<td>Bi\u1ec7t danh<\/td>\n<td>\u0110i\u1ec1u n\u00e0y thay th\u1ebf s\u1ed1 nh\u1eadn d\u1ea1ng b\u1eb1ng b\u00fat danh, c\u00f3 th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c b\u1eb1ng thu\u1eadt to\u00e1n v\u00e0 kh\u00f3a ch\u00ednh x\u00e1c.<\/td>\n<\/tr>\n<tr>\n<td>Trao \u0111\u1ed5i d\u1eef li\u1ec7u<\/td>\n<td>K\u1ef9 thu\u1eadt n\u00e0y trao \u0111\u1ed5i gi\u00e1 tr\u1ecb gi\u1eefa c\u00e1c b\u1ea3n ghi \u0111\u1ec3 \u1ea9n c\u00e1c b\u1ea3n ghi g\u1ed1c.<\/td>\n<\/tr>\n<tr>\n<td>B\u1ed5 sung ti\u1ebfng \u1ed3n<\/td>\n<td>\u0110i\u1ec1u n\u00e0y th\u00eam d\u1eef li\u1ec7u ng\u1eabu nhi\u00ean (nhi\u1ec5u) v\u00e0o d\u1eef li\u1ec7u g\u1ed1c \u0111\u1ec3 che khu\u1ea5t n\u00f3.<\/td>\n<\/tr>\n<tr>\n<td>T\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u<\/td>\n<td>\u0110i\u1ec1u n\u00e0y k\u1ebft h\u1ee3p d\u1eef li\u1ec7u theo c\u00e1ch m\u00e0 c\u00e1c \u0111i\u1ec3m d\u1eef li\u1ec7u ri\u00eang l\u1ebb kh\u00f4ng th\u1ec3 t\u00e1ch r\u1eddi.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0110i\u1ec1u h\u01b0\u1edbng \u1ea9n danh: C\u00e1ch s\u1eed d\u1ee5ng, v\u1ea5n \u0111\u1ec1 v\u00e0 gi\u1ea3i ph\u00e1p<\/h2>\n<p>\u1ea8n danh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c l\u0129nh v\u1ef1c nh\u01b0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, CNTT v\u00e0 nghi\u00ean c\u1ee9u. Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i l\u00e0 kh\u00f4ng c\u00f3 th\u00e1ch th\u1ee9c. S\u1ef1 ph\u1ee9c t\u1ea1p ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u00e1c k\u1ef9 thu\u1eadt t\u00e1i nh\u1eadn d\u1ea1ng v\u00e0 s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a vi\u1ec7c qu\u1ea3n l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn c\u00f3 th\u1ec3 g\u00e2y ra nhi\u1ec1u v\u1ea5n \u0111\u1ec1. C\u00e2n b\u1eb1ng ti\u1ec7n \u00edch d\u1eef li\u1ec7u v\u1edbi quy\u1ec1n ri\u00eang t\u01b0 l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 ph\u1ed5 bi\u1ebfn kh\u00e1c.<\/p>\n<p>\u0110\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y, c\u00e1c t\u1ed5 ch\u1ee9c \u0111ang ph\u00e1t tri\u1ec3n c\u00e1c k\u1ef9 thu\u1eadt \u1ea9n danh m\u1ea1nh m\u1ebd h\u01a1n, k\u1ebft h\u1ee3p m\u1eadt m\u00e3 ti\u00ean ti\u1ebfn v\u00e0 t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 h\u1ecdc m\u00e1y \u0111\u1ec3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd h\u01a1n. Quy\u1ec1n ri\u00eang t\u01b0 theo thi\u1ebft k\u1ebf, trong \u0111\u00f3 c\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt \u0111\u01b0\u1ee3c nh\u00fang v\u00e0o ch\u00ednh thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng, l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p ti\u00ean ti\u1ebfn kh\u00e1c.<\/p>\n<h2>So s\u00e1nh v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m<\/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>\u1ea8n danh<\/td>\n<td>Bi\u1ebfn \u0111\u1ed5i d\u1eef li\u1ec7u c\u00e1 nh\u00e2n m\u1ed9t c\u00e1ch kh\u00f4ng th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c \u0111\u1ec3 d\u1eef li\u1ec7u \u0111\u00f3 kh\u00f4ng th\u1ec3 li\u00ean k\u1ebft l\u1ea1i v\u1edbi m\u1ed9t c\u00e1 nh\u00e2n.<\/td>\n<\/tr>\n<tr>\n<td>Bi\u1ec7t danh<\/td>\n<td>Thay th\u1ebf s\u1ed1 nh\u1eadn d\u1ea1ng b\u1eb1ng b\u00fat danh, c\u00f3 th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c b\u1eb1ng kh\u00f3a ch\u00ednh x\u00e1c.<\/td>\n<\/tr>\n<tr>\n<td>M\u00e3 h\u00f3a<\/td>\n<td>Chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh m\u00e3 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3i m\u00e3 b\u1eb1ng kh\u00f3a.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>T\u01b0\u01a1ng lai: Quan \u0111i\u1ec3m v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i<\/h2>\n<p>Trong t\u01b0\u01a1ng lai, quy\u1ec1n ri\u00eang t\u01b0 kh\u00e1c bi\u1ec7t \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn \u0111\u1ea7y h\u1ee9a h\u1eb9n \u0111\u1ec3 \u1ea9n danh. N\u00f3 th\u00eam ti\u1ebfng \u1ed3n th\u1ed1ng k\u00ea v\u00e0o c\u00e1c truy v\u1ea5n d\u1eef li\u1ec7u, cho ph\u00e9p ph\u00e2n t\u00edch h\u1eefu \u00edch trong khi v\u1eabn duy tr\u00ec quy\u1ec1n ri\u00eang t\u01b0. M\u00e3 h\u00f3a l\u01b0\u1ee3ng t\u1eed v\u00e0 m\u00e3 h\u00f3a \u0111\u1ed3ng c\u1ea5u c\u0169ng l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 thay \u0111\u1ed5i tr\u00f2 ch\u01a1i ti\u1ec1m n\u0103ng \u0111\u1ec3 \u1ea9n danh trong t\u01b0\u01a1ng lai.<\/p>\n<h2>M\u00e1y ch\u1ee7 proxy v\u00e0 \u1ea9n danh<\/h2>\n<p>M\u00e1y ch\u1ee7 proxy l\u00e0 m\u1ed9t c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd trong vi\u1ec7c t\u00ecm ki\u1ebfm \u1ea9n danh k\u1ef9 thu\u1eadt s\u1ed1. Ch\u00fang \u0111\u00f3ng vai tr\u00f2 trung gian gi\u1eefa m\u00e1y kh\u00e1ch v\u00e0 m\u00e1y ch\u1ee7, \u1ea9n \u0111\u1ecba ch\u1ec9 IP c\u1ee7a m\u00e1y kh\u00e1ch v\u00e0 c\u00e1c th\u00f4ng tin nh\u1eadn d\u1ea1ng kh\u00e1c. Ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi c\u00e1c k\u1ef9 thu\u1eadt \u1ea9n danh \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0, cho ph\u00e9p c\u00e1c c\u00e1 nh\u00e2n v\u00e0 t\u1ed5 ch\u1ee9c \u0111i\u1ec1u h\u01b0\u1edbng internet m\u00e0 kh\u00f4ng ti\u1ebft l\u1ed9 danh t\u00ednh c\u1ee7a h\u1ecd.<\/p>\n<h2>Li\u00ean k\u1ebft li\u00ean quan<\/h2>\n<ol>\n<li><a href=\"https:\/\/edpb.europa.eu\/our-work-tools\/general-guidance\/gdpr-guidelines-recommendations-best-practices_en\" target=\"_new\" rel=\"noopener nofollow\">K\u1ef9 thu\u1eadt \u1ea9n danh trong GDPR<\/a><\/li>\n<li><a href=\"https:\/\/www.nist.gov\/itl\/applied-cybersecurity\/privacy-engineering\/de-identification\" target=\"_new\" rel=\"noopener nofollow\">H\u01b0\u1edbng d\u1eabn c\u1ee7a NIST v\u1ec1 k\u1ef9 thu\u1eadt kh\u1eed nh\u1eadn d\u1ea1ng<\/a><\/li>\n<li><a href=\"https:\/\/ico.org.uk\/for-organisations\/guide-to-data-protection\/guide-to-the-general-data-protection-regulation-gdpr\/principles\/anonymisation\/\" target=\"_new\" rel=\"noopener nofollow\">B\u00e1o c\u00e1o v\u1ec1 vi\u1ec7c \u1ea9n danh c\u1ee7a V\u0103n ph\u00f2ng \u1ee6y vi\u00ean Th\u00f4ng tin V\u01b0\u01a1ng qu\u1ed1c Anh (ICO)<\/a><\/li>\n<li><a href=\"https:\/\/privacytools.seas.harvard.edu\/differential-privacy\" target=\"_new\" rel=\"noopener nofollow\">T\u1ed5ng quan v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 kh\u00e1c bi\u1ec7t<\/a><\/li>\n<li><a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2018\/07\/16\/the-dangers-of-anonymizing-data-in-the-age-of-the-internet-of-things\/#6e2e77e918f1\" target=\"_new\" rel=\"noopener nofollow\">\u1ea8n danh trong th\u1eddi \u0111\u1ea1i d\u1eef li\u1ec7u l\u1edbn<\/a><\/li>\n<\/ol>\n<p>Khi c\u00f4ng ngh\u1ec7 ph\u00e1t tri\u1ec3n v\u00e0 d\u1eef li\u1ec7u ti\u1ebfp t\u1ee5c t\u0103ng v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u0169ng nh\u01b0 s\u1ed1 l\u01b0\u1ee3ng, t\u00ednh n\u0103ng \u1ea9n danh s\u1ebd ti\u1ebfp t\u1ee5c l\u00e0 m\u1ed9t c\u01a1 ch\u1ebf thi\u1ebft y\u1ebfu \u0111\u1ec3 c\u00e2n b\u1eb1ng quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 ti\u1ec7n \u00edch trong th\u1ebf gi\u1edbi k\u1ef9 thu\u1eadt s\u1ed1.<\/p>","protected":false},"featured_media":467548,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-475861","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Anonymization: The Art of Masking Digital Identity<\/mark>","faq_items":[{"question":"What is Anonymization?","answer":"<p>Anonymization is a data protection method that completely erases or modifies personally identifiable information to ensure that the person's identity cannot be reconstructed in any significant way. It's used to ensure the protection of personal privacy while allowing data to be used for various purposes such as research, statistical analysis, or marketing.<\/p>"},{"question":"What is the history of Anonymization?","answer":"<p>The concept of anonymization has been prevalent since the early days of the internet, but it gained notable attention in the late 20th century when privacy concerns rose alongside the exponential growth of digital data. The first mention of data anonymization can be traced back to privacy laws such as the U.S. Privacy Act of 1974.<\/p>"},{"question":"How does Anonymization work?","answer":"<p>The primary mechanisms of anonymization revolve around making data indecipherable or unlinkable to an individual. The anonymization process often involves several steps, including identification of personal data, risk assessment of re-identification, application of anonymization techniques, and validation of the anonymization process.<\/p>"},{"question":"What are the key features of Anonymization?","answer":"<p>The key features of anonymization include privacy protection, data utility, and compliance. It secures personal identities in data sets, allows for meaningful analysis of the anonymized data, and helps organizations comply with data protection laws and regulations such as the General Data Protection Regulation (GDPR).<\/p>"},{"question":"What are the types of Anonymization techniques?","answer":"<p>The types of anonymization techniques include data masking, pseudonymization, data swapping, noise addition, and data aggregation. Each technique has its own way of rendering personal data untraceable to an individual.<\/p>"},{"question":"What are the challenges and solutions in using Anonymization?","answer":"<p>Challenges in using anonymization include the increasing sophistication of re-identification techniques, managing large data sets, and balancing data utility with privacy. Solutions include developing stronger anonymization techniques, incorporating advanced cryptography, leveraging machine learning for more robust data protection, and embedding privacy measures in the system design itself.<\/p>"},{"question":"How are Anonymization and proxy servers related?","answer":"<p>Proxy servers are a powerful tool in the quest for digital anonymity. They act as intermediaries between a client and a server, hiding the client's IP address and other identifiable information. Proxy servers can be combined with anonymization techniques to enhance privacy protection, allowing individuals and organizations to navigate the internet without revealing their identity.<\/p>"},{"question":"What is the future of Anonymization?","answer":"<p>Emerging technologies in anonymization include differential privacy, quantum encryption, and homomorphic encryption. Differential privacy adds statistical noise to data queries, allowing for useful analysis while maintaining privacy. Quantum and homomorphic encryption offer potential game-changing solutions for anonymization in the future.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/wiki\/475861","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\/475861\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media\/467548"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/vn\/wp-json\/wp\/v2\/media?parent=475861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}