{"id":1662,"date":"2026-06-20T08:29:51","date_gmt":"2026-06-20T01:29:51","guid":{"rendered":"https:\/\/vncybers.vn\/ai4privacy-phat-hanh-bo-du-lieu-pii-masking-3m-asia-pacific-vncybers-la-doi-tac-khu-vuc\/"},"modified":"2026-06-20T08:29:51","modified_gmt":"2026-06-20T01:29:51","slug":"ai4privacy-phat-hanh-bo-du-lieu-pii-masking-3m-asia-pacific-vncybers-la-doi-tac-khu-vuc","status":"publish","type":"post","link":"https:\/\/vncybers.vn\/en\/ai4privacy-phat-hanh-bo-du-lieu-pii-masking-3m-asia-pacific-vncybers-la-doi-tac-khu-vuc\/","title":{"rendered":"Ai4Privacy ph\u00e1t h\u00e0nh b\u1ed9 d\u1eef li\u1ec7u PII Masking 3M Asia-Pacific, VNCyberS l\u00e0 \u0111\u1ed1i t\u00e1c khu v\u1ef1c"},"content":{"rendered":"

Ai4Privacy v\u1eeba c\u00f4ng b\u1ed1 PII Masking 3M Asia-Pacific Release, b\u1ed9 d\u1eef li\u1ec7u \u0111a ng\u00f4n ng\u1eef quy m\u00f4 h\u01a1n 3 tri\u1ec7u m\u1eabu t\u1ed5ng h\u1ee3p ph\u1ee5c v\u1ee5 hu\u1ea5n luy\u1ec7n, \u0111\u00e1nh gi\u00e1 v\u00e0 tinh ch\u1ec9nh c\u00e1c m\u00f4 h\u00ecnh x\u1eed l\u00fd d\u1eef li\u1ec7u c\u00e1 nh\u00e2n theo h\u01b0\u1edbng b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0.<\/strong> B\u1ea3n ph\u00e1t h\u00e0nh n\u00e0y m\u1edf r\u1ed9ng ph\u1ea1m vi sang khu v\u1ef1c ch\u00e2u \u00c1 – Th\u00e1i B\u00ecnh D\u01b0\u01a1ng, b\u1ed5 sung c\u00e1c ng\u00f4n ng\u1eef nh\u01b0 ti\u1ebfng Nh\u1eadt, ti\u1ebfng H\u00e0n, ti\u1ebfng Trung, ti\u1ebfng Vi\u1ec7t, ti\u1ebfng Indonesia, ti\u1ebfng Malay v\u00e0 ti\u1ebfng Tagalog.<\/p>\n

\"PII
B\u1ed9 d\u1eef li\u1ec7u PII Masking 3M Asia-Pacific m\u1edf r\u1ed9ng ph\u1ea1m vi d\u1eef li\u1ec7u che gi\u1ea5u th\u00f4ng tin c\u00e1 nh\u00e2n sang 30 ng\u00f4n ng\u1eef, trong \u0111\u00f3 c\u00f3 ti\u1ebfng Vi\u1ec7t.<\/figcaption><\/figure>\n

Trong th\u00f4ng b\u00e1o ch\u00ednh th\u1ee9c, Ai4Privacy m\u00f4 t\u1ea3 \u0111\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng kho d\u1eef li\u1ec7u m\u1edf \u0111a ng\u00f4n ng\u1eef l\u1edbn nh\u1ea5t d\u00e0nh cho b\u00e0i to\u00e1n che gi\u1ea5u th\u00f4ng tin \u0111\u1ecbnh danh c\u00e1 nh\u00e2n, bao g\u1ed3m h\u01a1n 3 tri\u1ec7u v\u00ed d\u1ee5 t\u1ed5ng h\u1ee3p tr\u00ean 30 ng\u00f4n ng\u1eef, tr\u1ea3i r\u1ed9ng \u1edf ch\u00e2u \u00c2u, ch\u00e2u M\u1ef9 v\u00e0 ch\u00e2u \u00c1 – Th\u00e1i B\u00ecnh D\u01b0\u01a1ng. B\u1ed9 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho c\u00e1c m\u00f4 h\u00ecnh NLP c\u1ea7n nh\u1eadn di\u1ec7n, ph\u00e2n lo\u1ea1i, \u1ea9n danh ho\u1eb7c sinh v\u0103n b\u1ea3n c\u00f3 ki\u1ec3m so\u00e1t \u0111\u1ed1i v\u1edbi d\u1eef li\u1ec7u nh\u1ea1y c\u1ea3m.<\/p>\n

B\u00e0i g\u1ed1c \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i: https:\/\/www.ai4privacy.com\/datasets\/pii-masking-3m-asia-pacific\/<\/a><\/p>\n

Vai tr\u00f2 \u0111\u1ed1i t\u00e1c khu v\u1ef1c c\u1ee7a VNCyberS<\/strong><\/h2>\n

Ph\u1ea7n m\u1edf r\u1ed9ng Asia-Pacific \u0111\u01b0\u1ee3c Ai4Privacy gi\u1edbi thi\u1ec7u l\u00e0 k\u1ebft qu\u1ea3 h\u1ee3p t\u00e1c c\u00f9ng VNCyberS<\/strong>, \u0111\u01a1n v\u1ecb \u0111\u00f3ng vai tr\u00f2 \u0111\u1ed1i t\u00e1c khu v\u1ef1c trong m\u1ea3ng b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u v\u00e0 an ninh m\u1ea1ng t\u1ea1i Vi\u1ec7t Nam. Theo n\u1ed9i dung c\u00f4ng b\u1ed1, s\u1ef1 tham gia c\u1ee7a VNCyberS<\/strong> nh\u1eb1m b\u1ed5 sung hi\u1ec3u bi\u1ebft ng\u00f4n ng\u1eef b\u1ea3n \u0111\u1ecba, b\u1ed1i c\u1ea3nh khu v\u1ef1c v\u00e0 y\u00eau c\u1ea7u tu\u00e2n th\u1ee7 quy\u1ec1n ri\u00eang t\u01b0 t\u1ea1i ch\u00e2u \u00c1 – Th\u00e1i B\u00ecnh D\u01b0\u01a1ng cho b\u1ea3n ph\u00e1t h\u00e0nh m\u1edbi.<\/p>\n

\u0110i\u1ec3m \u0111\u00e1ng ch\u00fa \u00fd l\u00e0 b\u1ed9 d\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 m\u1edf r\u1ed9ng v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng m\u1eabu, m\u00e0 c\u00f2n m\u1edf r\u1ed9ng v\u1ec1 ph\u1ea1m vi v\u0103n h\u00f3a – ng\u00f4n ng\u1eef. V\u1edbi c\u00e1c b\u00e0i to\u00e1n ph\u00e1t hi\u1ec7n PII, nh\u1eefng kh\u00e1c bi\u1ec7t v\u1ec1 c\u00e1ch vi\u1ebft t\u00ean ng\u01b0\u1eddi, \u0111\u1ecba ch\u1ec9, s\u1ed1 gi\u1ea5y t\u1edd, \u0111\u1ecbnh d\u1ea1ng \u0111i\u1ec7n tho\u1ea1i, m\u00e3 b\u01b0u ch\u00ednh, \u0111\u1ecba danh v\u00e0 h\u1ec7 ch\u1eef vi\u1ebft c\u00f3 th\u1ec3 t\u1ea1o ra sai l\u1ec7ch l\u1edbn n\u1ebfu m\u00f4 h\u00ecnh ch\u1ec9 \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n ch\u1ee7 y\u1ebfu tr\u00ean d\u1eef li\u1ec7u ti\u1ebfng Anh ho\u1eb7c ch\u00e2u \u00c2u.<\/p>\n

Quy m\u00f4 v\u00e0 c\u1ea5u tr\u00fac b\u1ed9 d\u1eef li\u1ec7u<\/h2>\n

B\u1ed9 s\u01b0u t\u1eadp PII Masking 3M Asia-Pacific bao g\u1ed3m 6 b\u1ed9 d\u1eef li\u1ec7u ch\u00ednh v\u00e0 5 l\u00e1t c\u1eaft benchmark m\u1edf. Th\u00e0nh ph\u1ea7n l\u00f5i m\u1edf r\u1ed9ng l\u00e0 OpenPII 1.5M v\u1edbi kho\u1ea3ng 1,64 tri\u1ec7u d\u00f2ng, h\u1ed7 tr\u1ee3 30 ng\u00f4n ng\u1eef, 20 nh\u00e3n th\u1ef1c th\u1ec3 PII c\u1ed1t l\u00f5i v\u00e0 gi\u1ea5y ph\u00e9p CC-BY-4.0.<\/p>\n

C\u00e1c th\u00e0nh ph\u1ea7n enterprise \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho nh\u1eefng l\u0129nh v\u1ef1c c\u00f3 m\u1ee9c \u0111\u1ed9 nh\u1ea1y c\u1ea3m cao h\u01a1n, bao g\u1ed3m d\u1eef li\u1ec7u c\u00f4ng vi\u1ec7c v\u00e0 nh\u00e2n s\u1ef1, d\u1eef li\u1ec7u t\u00e0i ch\u00ednh, d\u1eef li\u1ec7u v\u1ecb tr\u00ed v\u00e0 \u0111i l\u1ea1i, d\u1eef li\u1ec7u y t\u1ebf, c\u00f9ng d\u1eef li\u1ec7u k\u1ef9 thu\u1eadt s\u1ed1. C\u00e1c t\u1eadp n\u00e0y bao ph\u1ee7 nh\u1eefng th\u00f4ng tin nh\u01b0 ch\u1ee9c danh, t\u1ed5 ch\u1ee9c, l\u01b0\u01a1ng, s\u1ed1 t\u00e0i kho\u1ea3n, th\u1ebb thanh to\u00e1n, v\u00ed crypto, t\u1ecda \u0111\u1ed9 \u0111\u1ecba l\u00fd, m\u00e3 s\u00e2n bay, ch\u1ea9n \u0111o\u00e1n, thu\u1ed1c, k\u1ebft qu\u1ea3 x\u00e9t nghi\u1ec7m, t\u00ean b\u1ec7nh vi\u1ec7n, t\u00ean ng\u01b0\u1eddi d\u00f9ng, m\u1eadt kh\u1ea9u, API key, \u0111\u1ecba ch\u1ec9 MAC, IMEI, OTP v\u00e0 user agent.<\/p>\n

C\u00e1c l\u00e1t c\u1eaft benchmark m\u1edf<\/h2>\n

Ai4Privacy c\u0169ng cung c\u1ea5p 5 l\u00e1t c\u1eaft benchmark v\u00e0 sample theo gi\u1ea5y ph\u00e9p CC-BY-4.0 \u0111\u1ec3 ph\u1ee5c v\u1ee5 \u0111\u00e1nh gi\u00e1 nhanh, th\u1eed nghi\u1ec7m pipeline v\u00e0 so s\u00e1nh gi\u1eefa c\u00e1c nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh ho\u1eb7c API. C\u00e1c l\u00e1t c\u1eaft n\u00e0y g\u1ed3m OpenPII Micro 100K, OpenPII Nano 1K, PII Masking Micro 100K, PII Masking Mini 10K v\u00e0 PII Masking Nano 1K.<\/p>\n

Nh\u1eefng benchmark nh\u1ecf c\u00f3 gi\u00e1 tr\u1ecb th\u1ef1c t\u1ebf \u0111\u1ed1i v\u1edbi nh\u00f3m k\u1ef9 thu\u1eadt v\u00ec ch\u00fang gi\u00fap ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng ph\u00e1t hi\u1ec7n PII trong quy tr\u00ecnh CI\/CD, smoke test m\u00f4 h\u00ecnh m\u1edbi, \u0111o sai l\u1ec7ch theo ng\u00f4n ng\u1eef v\u00e0 \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng x\u1eed l\u00fd th\u1ef1c th\u1ec3 nh\u1ea1y c\u1ea3m m\u00e0 kh\u00f4ng c\u1ea7n t\u1ea3i to\u00e0n b\u1ed9 b\u1ed9 d\u1eef li\u1ec7u enterprise.<\/p>\n

Ph\u1ee7 s\u00f3ng 30 ng\u00f4n ng\u1eef tr\u00ean 3 khu v\u1ef1c<\/h2>\n

Ph\u1ea1m vi ng\u00f4n ng\u1eef c\u1ee7a b\u1ea3n ph\u00e1t h\u00e0nh \u0111\u01b0\u1ee3c chia theo 3 khu v\u1ef1c ch\u00ednh. Nh\u00f3m Asia-Pacific b\u1ed5 sung 7 ng\u00f4n ng\u1eef m\u1edbi g\u1ed3m ti\u1ebfng Nh\u1eadt, ti\u1ebfng H\u00e0n, ti\u1ebfng Trung, ti\u1ebfng Vi\u1ec7t, ti\u1ebfng Indonesia, ti\u1ebfng Malay v\u00e0 ti\u1ebfng Tagalog. Nh\u00f3m ch\u00e2u \u00c2u bao g\u1ed3m nhi\u1ec1u ng\u00f4n ng\u1eef nh\u01b0 ti\u1ebfng Anh, ti\u1ebfng \u0110\u1ee9c, ti\u1ebfng Ph\u00e1p, ti\u1ebfng T\u00e2y Ban Nha, ti\u1ebfng \u00dd, ti\u1ebfng H\u00e0 Lan, ti\u1ebfng Ba Lan v\u00e0 ti\u1ebfng Th\u1ee5y \u0110i\u1ec3n. Nh\u00f3m ch\u00e2u M\u1ef9 bao ph\u1ee7 ti\u1ebfng Anh M\u1ef9, T\u00e2y Ban Nha khu v\u1ef1c M\u1ef9 Latinh, B\u1ed3 \u0110\u00e0o Nha Brazil v\u00e0 ti\u1ebfng Ph\u00e1p Canada.<\/p>\n

C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y ph\u1ea3n \u00e1nh nhu c\u1ea7u ng\u00e0y c\u00e0ng r\u00f5 c\u1ee7a th\u1ecb tr\u01b0\u1eddng AI: m\u00f4 h\u00ecnh b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 kh\u00f4ng th\u1ec3 ch\u1ec9 ho\u1ea1t \u0111\u1ed9ng t\u1ed1t v\u1edbi m\u1ed9t v\u00e0i ng\u00f4n ng\u1eef ph\u1ed5 bi\u1ebfn. Khi \u1ee9ng d\u1ee5ng AI \u0111\u01b0\u1ee3c tri\u1ec3n khai to\u00e0n c\u1ea7u, h\u1ec7 th\u1ed1ng \u1ea9n danh v\u00e0 ph\u00e1t hi\u1ec7n d\u1eef li\u1ec7u c\u00e1 nh\u00e2n ph\u1ea3i hi\u1ec3u \u0111\u01b0\u1ee3c \u0111\u1eb7c tr\u01b0ng ng\u00f4n ng\u1eef, v\u00f9ng l\u00e3nh th\u1ed5 v\u00e0 c\u1ea5u tr\u00fac d\u1eef li\u1ec7u \u0111\u1ecba ph\u01b0\u01a1ng.<\/p>\n

D\u1eef li\u1ec7u m\u1eabu v\u00e0 nh\u00e3n th\u1ef1c th\u1ec3<\/h2>\n

M\u1ed7i m\u1eabu d\u1eef li\u1ec7u g\u1ed3m v\u0103n b\u1ea3n ngu\u1ed3n, v\u0103n b\u1ea3n \u0111\u00e3 \u0111\u01b0\u1ee3c che gi\u1ea5u, danh s\u00e1ch th\u1ef1c th\u1ec3 trong privacy mask, ng\u00f4n ng\u1eef, v\u00f9ng v\u00e0 h\u1ec7 ch\u1eef vi\u1ebft. V\u00ed d\u1ee5 \u0111\u01b0\u1ee3c Ai4Privacy c\u00f4ng b\u1ed1 cho ti\u1ebfng Nh\u1eadt cho th\u1ea5y \u0111\u1ecba danh, t\u00ean \u0111\u01b0\u1eddng, s\u1ed1 nh\u00e0 v\u00e0 m\u00e3 b\u01b0u ch\u00ednh \u0111\u01b0\u1ee3c thay b\u1eb1ng c\u00e1c placeholder nh\u01b0 [CITY_1]<\/code>, [STREET_1]<\/code>, [BUILDINGNUM_1]<\/code> v\u00e0 [ZIPCODE_1]<\/code>.<\/p>\n

Nh\u00f3m nh\u00e3n PII c\u1ed1t l\u00f5i bao g\u1ed3m ng\u00e0y th\u00e1ng, t\u00ean, h\u1ecd, email, th\u00e0nh ph\u1ed1, ch\u1ee9c danh, s\u1ed1 \u0111i\u1ec7n tho\u1ea1i, tu\u1ed5i, \u0111\u01b0\u1eddng ph\u1ed1, s\u1ed1 nh\u00e0, m\u00e3 b\u01b0u ch\u00ednh, s\u1ed1 c\u0103n c\u01b0\u1edbc, s\u1ed1 th\u1ebb t\u00edn d\u1ee5ng, s\u1ed1 gi\u1ea5y ph\u00e9p l\u00e1i xe, gi\u1edbi t\u00ednh, m\u00e3 s\u1ed1 thu\u1ebf, s\u1ed1 an sinh x\u00e3 h\u1ed9i, s\u1ed1 h\u1ed9 chi\u1ebfu v\u00e0 URL. B\u1ea3n enterprise m\u1edf r\u1ed9ng th\u00eam c\u00e1c nh\u00e3n chuy\u00ean ng\u00e0nh nh\u01b0 ch\u1ea9n \u0111o\u00e1n, thu\u1ed1c, k\u1ebft qu\u1ea3 x\u00e9t nghi\u1ec7m, t\u00ean b\u1ec7nh vi\u1ec7n, IBAN, s\u1ed1 t\u00e0i kho\u1ea3n, BIC, l\u01b0\u01a1ng, ch\u1ee9c danh, t\u1ed5 ch\u1ee9c, API key, m\u1eadt kh\u1ea9u, \u0111\u1ecba ch\u1ec9 MAC, t\u1ecda \u0111\u1ed9 \u0111\u1ecba l\u00fd v\u00e0 m\u00e3 \u0111\u1ecbnh danh ph\u01b0\u01a1ng ti\u1ec7n.<\/p>\n

C\u00e1c use case ch\u00ednh<\/h2>\n

B\u1ed9 d\u1eef li\u1ec7u h\u1ed7 tr\u1ee3 ba nh\u00f3m t\u00e1c v\u1ee5 ch\u00ednh. Th\u1ee9 nh\u1ea5t l\u00e0 Named Entity Recognition, cho ph\u00e9p hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh nh\u1eadn di\u1ec7n v\u00e0 ph\u00e2n lo\u1ea1i th\u1ef1c th\u1ec3 PII v\u1edbi nh\u00e3n BIO t\u01b0\u01a1ng th\u00edch mBERT \u0111\u00e3 \u0111\u01b0\u1ee3c chu\u1ea9n b\u1ecb s\u1eb5n. Th\u1ee9 hai l\u00e0 \u1ea9n danh d\u1eef li\u1ec7u, gi\u00fap x\u00e2y d\u1ef1ng pipeline che gi\u1ea5u th\u00f4ng tin c\u00e1 nh\u00e2n ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c khu\u00f4n kh\u1ed5 nh\u01b0 GDPR, EU AI Act, PDPA, APPI v\u00e0 PIPA. Th\u1ee9 ba l\u00e0 tinh ch\u1ec9nh m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn cho c\u00e1c t\u00e1c v\u1ee5 sinh v\u0103n b\u1ea3n v\u00e0 bi\u00ean t\u1eadp n\u1ed9i dung c\u00f3 nh\u1eadn th\u1ee9c v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0.<\/p>\n

V\u1edbi doanh nghi\u1ec7p, c\u00e1c b\u1ed9 d\u1eef li\u1ec7u d\u1ea1ng n\u00e0y c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng \u0111\u1ec3 ki\u1ec3m th\u1eed h\u1ec7 th\u1ed1ng l\u1ecdc PII tr\u01b0\u1edbc khi \u0111\u01b0a d\u1eef li\u1ec7u v\u00e0o AI, chatbot, c\u00f4ng c\u1ee5 t\u00ecm ki\u1ebfm n\u1ed9i b\u1ed9 ho\u1eb7c quy tr\u00ecnh ph\u00e2n t\u00edch v\u0103n b\u1ea3n. V\u1edbi nh\u00f3m nghi\u00ean c\u1ee9u, d\u1eef li\u1ec7u \u0111a ng\u00f4n ng\u1eef gi\u00fap \u0111\u00e1nh gi\u00e1 c\u00f4ng b\u1eb1ng h\u01a1n gi\u1eefa c\u00e1c m\u00f4 h\u00ecnh, \u0111\u1eb7c bi\u1ec7t \u1edf nh\u1eefng ng\u00f4n ng\u1eef th\u01b0\u1eddng b\u1ecb thi\u1ebfu \u0111\u1ea1i di\u1ec7n trong benchmark qu\u1ed1c t\u1ebf.<\/p>\n

\u00dd ngh\u0129a \u0111\u1ed1i v\u1edbi an to\u00e0n d\u1eef li\u1ec7u t\u1ea1i Vi\u1ec7t Nam v\u00e0 khu v\u1ef1c<\/h2>\n

Vi\u1ec7c ti\u1ebfng Vi\u1ec7t xu\u1ea5t hi\u1ec7n trong b\u1ea3n m\u1edf r\u1ed9ng Asia-Pacific l\u00e0 t\u00edn hi\u1ec7u \u0111\u00e1ng ch\u00fa \u00fd. Trong th\u1ef1c t\u1ebf, d\u1eef li\u1ec7u c\u00e1 nh\u00e2n t\u1ea1i Vi\u1ec7t Nam c\u00f3 nhi\u1ec1u \u0111\u1eb7c th\u00f9 nh\u01b0 c\u1ea5u tr\u00fac h\u1ecd t\u00ean, d\u1ea5u ti\u1ebfng Vi\u1ec7t, \u0111\u1ecba ch\u1ec9 nhi\u1ec1u c\u1ea5p h\u00e0nh ch\u00ednh, s\u1ed1 \u0111\u1ecbnh danh, s\u1ed1 \u0111i\u1ec7n tho\u1ea1i, email, t\u00e0i kho\u1ea3n ng\u00e2n h\u00e0ng, th\u00f4ng tin y t\u1ebf v\u00e0 d\u1eef li\u1ec7u giao d\u1ecbch s\u1ed1. N\u1ebfu h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n PII kh\u00f4ng \u0111\u01b0\u1ee3c ki\u1ec3m th\u1eed tr\u00ean d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p, r\u1ee7i ro b\u1ecf s\u00f3t ho\u1eb7c che gi\u1ea5u sai l\u00e0 r\u1ea5t l\u1edbn.<\/p>\n

\u1ede c\u1ea5p \u0111\u1ed9 r\u1ed9ng h\u01a1n, b\u1ea3n ph\u00e1t h\u00e0nh cho th\u1ea5y nhu c\u1ea7u x\u00e2y d\u1ef1ng h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u ph\u1ee5c v\u1ee5 AI c\u00f3 tr\u00e1ch nhi\u1ec7m \u0111ang t\u0103ng nhanh. Khi c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u01b0a AI v\u00e0o ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng, ph\u00e2n t\u00edch t\u00e0i li\u1ec7u, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u1eadn h\u00e0nh v\u00e0 qu\u1ea3n tr\u1ecb tri th\u1ee9c, vi\u1ec7c nh\u1eadn di\u1ec7n v\u00e0 che gi\u1ea5u d\u1eef li\u1ec7u c\u00e1 nh\u00e2n kh\u00f4ng c\u00f2n l\u00e0 t\u00ednh n\u0103ng ph\u1ee5. \u0110\u00e2y l\u00e0 l\u1edbp ki\u1ec3m so\u00e1t b\u1eaft bu\u1ed9c \u0111\u1ec3 gi\u1ea3m r\u1ee7i ro r\u00f2 r\u1ec9, tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh v\u00e0 duy tr\u00ec ni\u1ec1m tin c\u1ee7a ng\u01b0\u1eddi d\u00f9ng.<\/p>\n

Th\u00f4ng tin truy c\u1eadp<\/h2>\n

Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 xem b\u1ed9 d\u1eef li\u1ec7u tr\u00ean Hugging Face th\u00f4ng qua trang c\u00f4ng b\u1ed1 c\u1ee7a Ai4Privacy. C\u00e1c th\u00e0nh ph\u1ea7n m\u1edf v\u00e0 benchmark \u0111\u01b0\u1ee3c cung c\u1ea5p theo gi\u1ea5y ph\u00e9p CC-BY-4.0, trong khi c\u00e1c b\u1ed9 d\u1eef li\u1ec7u enterprise y\u00eau c\u1ea7u gi\u1ea5y ph\u00e9p th\u01b0\u01a1ng m\u1ea1i. Ai4Privacy c\u0169ng cung c\u1ea5p t\u00f9y ch\u1ecdn li\u00ean h\u1ec7 \u0111\u1ec3 t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 truy c\u1eadp \u0111\u1ea7y \u0111\u1ee7 b\u1ed9 d\u1eef li\u1ec7u 3M, bao g\u1ed3m c\u00e1c th\u00e0nh ph\u1ea7n chuy\u00ean ng\u00e0nh v\u00e0 ph\u1ea1m vi Asia-Pacific.<\/p>\n

VNCyberS<\/strong> t\u1ed5ng h\u1ee3p t\u1eeb Ai4Privacy<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

Ai4Privacy c\u00f4ng b\u1ed1 PII Masking 3M Asia-Pacific Release, b\u1ed9 d\u1eef li\u1ec7u h\u01a1n 3 tri\u1ec7u m\u1eabu t\u1ed5ng h\u1ee3p cho ph\u00e1t hi\u1ec7n v\u00e0 che gi\u1ea5u PII \u0111a ng\u00f4n ng\u1eef, v\u1edbi VNCyberS l\u00e0 \u0111\u1ed1i t\u00e1c khu v\u1ef1c.<\/p>","protected":false},"author":2,"featured_media":1590,"comment_status":"","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[148],"tags":[154,220,222,133,224,223,221,225,219,114],"class_list":["post-1662","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-noi-bo-thong-cao","tag-ai4privacy","tag-an-danh-du-lieu","tag-asia-pacific","tag-du-lieu-ca-nhan","tag-gdpr","tag-hugging-face","tag-nlp","tag-pdpa","tag-pii-masking","tag-vncybers"],"_links":{"self":[{"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/posts\/1662","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/comments?post=1662"}],"version-history":[{"count":0,"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/posts\/1662\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/media\/1590"}],"wp:attachment":[{"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/media?parent=1662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/categories?post=1662"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vncybers.vn\/en\/wp-json\/wp\/v2\/tags?post=1662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}