{"id":2228,"date":"2026-02-04T22:56:41","date_gmt":"2026-02-04T15:56:41","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=2228"},"modified":"2026-02-04T22:58:02","modified_gmt":"2026-02-04T15:58:02","slug":"swin-hackathon-la-chan-ai-bao-ve-tai-chinh-so","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/swin-hackathon-la-chan-ai-bao-ve-tai-chinh-so\/","title":{"rendered":"Swin Hackathon 2026: X\u00e2y d\u1ef1ng “l\u00e1 ch\u1eafn AI” cho t\u00e0i ch\u00ednh s\u1ed1 v\u1edbi kinh nghi\u1ec7m th\u1ef1c chi\u1ebfn t\u1eeb chuy\u00ean gia an ninh m\u1ea1ng"},"content":{"rendered":"

Swin Hackathon 2026<\/a> kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t cu\u1ed9c thi l\u1eadp tr\u00ecnh \u0111\u01a1n thu\u1ea7n, m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh t\u00e2m \u0111i\u1ec3m c\u1ee7a nh\u1eefng gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 c\u00f3 t\u00e1c \u0111\u1ed9ng x\u00e3 h\u1ed9i th\u1ef1c th\u1ee5. S\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a chuy\u00ean gia an ninh\u00a0 m\u1ea1ng – Ng\u00f4 Minh Hi\u1ebfu, \u0111\u00e3 m\u1edf ra m\u1ed9t c\u00e1i nh\u00ecn th\u1ef1c t\u1ebf \u0111\u1ea7y gai g\u00f3c nh\u01b0ng c\u0169ng c\u1ef1c k\u1ef3 ti\u1ec1m n\u0103ng v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng Agentic AI trong vi\u1ec7c b\u1ea3o v\u1ec7 h\u1ec7 th\u1ed1ng t\u00e0i ch\u00ednh s\u1ed1.<\/b><\/span><\/em><\/p>\n

V\u1eeba qua, Workshop 1 c\u1ee7a Swin Hackathon 2026 \u0111\u00e3 ch\u00ednh th\u1ee9c kh\u1edfi \u0111\u1ed9ng, mang \u0111\u1ebfn m\u1ed9t l\u00e0n s\u00f3ng c\u1ea3m h\u1ee9ng m\u1ea1nh m\u1ebd v\u1edbi s\u1ef1 g\u00f3p m\u1eb7t c\u1ee7a di\u1ec5n gi\u1ea3 \u0111\u1eb7c bi\u1ec7t: Anh Ng\u00f4 Minh Hi\u1ebfu (Hi\u1ebfu PC) \u2013 Gi\u00e1m \u0111\u1ed1c & Co-Founder d\u1ef1 \u00e1n “Ch\u1ed1ng L\u1eeba \u0110\u1ea3o”, chuy\u00ean gia k\u1ef9 thu\u1eadt t\u1ea1i Hi\u1ec7p h\u1ed9i An ninh m\u1ea1ng Qu\u1ed1c gia Vi\u1ec7t Nam (NCA).<\/span><\/p>\n

\"To\u00e0n
To\u00e0n c\u1ea3nh Workshop 1 v\u1edbi s\u1ef1 d\u1eabn d\u1eaft c\u1ee7a chuy\u00ean gia an ninh m\u1ea1ng “Hi\u1ebfu PC”.<\/em><\/figcaption><\/figure>\n

T\u1ea7m nh\u00ecn t\u1eeb nh\u1eefng chuy\u00ean gia tuy\u1ebfn \u0111\u1ea7u ch\u1ed1ng t\u1ed9i ph\u1ea1m m\u1ea1ng trong k\u1ef7 nguy\u00ean s\u1ed1<\/b><\/h2>\n

Trong khu\u00f4n kh\u1ed5 Workshop 1 c\u1ee7a Swin Hackathon 2026, anh Ng\u00f4 Minh Hi\u1ebfu \u0111\u00e3 mang \u0111\u1ebfn nh\u1eefng g\u00f3c nh\u00ecn tr\u1ef1c di\u1ec7n v\u1ec1 s\u1ef1 nguy hi\u1ec3m c\u1ee7a t\u1ed9i ph\u1ea1m m\u1ea1ng hi\u1ec7n nay. Theo chuy\u00ean gia, ch\u1ee7 \u0111\u1ec1 an ninh m\u1ea1ng trong l\u0129nh v\u1ef1c ng\u00e2n h\u00e0ng kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 nh\u1ee9c nh\u1ed1i. H\u00e0ng ng\u00e0y, v\u00f4 s\u1ed1 cu\u1ed9c t\u1ea5n c\u00f4ng \u0111ang di\u1ec5n ra v\u1edbi m\u1ee5c ti\u00eau \u0111\u00e1nh c\u1eafp th\u00f4ng tin th\u1ebb t\u00edn d\u1ee5ng, x\u00e1c th\u1ef1c t\u00e0i kho\u1ea3n v\u00e0 tr\u1ee5c l\u1ee3i b\u1ea5t ch\u00ednh t\u1eeb ng\u01b0\u1eddi d\u00e2n th\u00f4ng qua c\u00e1c th\u1ee7 \u0111o\u1ea1n tinh vi.<\/span><\/p>\n

Vi\u1ec7c l\u1ef1a ch\u1ecdn b\u00e0i to\u00e1n b\u1ea3o m\u1eadt t\u00e0i ch\u00ednh cho cu\u1ed9c thi n\u0103m nay m\u1ee5c ti\u00eau ch\u00ednh l\u00e0 \u0111\u1ec3 n\u00e2ng cao ki\u1ebfn th\u1ee9c v\u00e0 k\u1ef9 n\u0103ng th\u1ef1c chi\u1ebfn cho sinh vi\u00ean. Chuy\u00ean gia nh\u1ea5n m\u1ea1nh r\u1eb1ng thay v\u00ec ch\u1ec9 nh\u00ecn v\u00e0o l\u00fd thuy\u1ebft, c\u00e1c \u0111\u1ed9i thi c\u1ea7n \u0111\u1ed1i m\u1eb7t v\u1edbi th\u1ef1c tr\u1ea1ng t\u1ed9i ph\u1ea1m m\u1ea1ng \u0111ang s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 cho m\u1ee5c \u0111\u00edch x\u1ea5u.<\/span><\/p>\n

\u201c Sinh vi\u00ean tham gia cu\u1ed9c thi n\u00e0y kh\u00f4ng ch\u1ec9 l\u00e0 \u0111\u1ec3 gi\u00e0nh gi\u1ea3i th\u01b0\u1edfng, m\u00e0 l\u00e0 \u0111\u1ec3 h\u1ecdc c\u00e1ch x\u00e2y d\u1ef1ng nh\u1eefng “l\u00e1 ch\u1eafn c\u00f4ng ngh\u1ec7” b\u1ea3o v\u1ec7 c\u1ed9ng \u0111\u1ed3ng\u201d, anh Hi\u1ebfu nh\u1ea5n m\u1ea1nh.<\/span><\/p>\n

\u00a0\u0110\u00e2y ch\u00ednh l\u00e0 l\u00fd do th\u00f4i th\u00fac vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p Agentic AI \u0111\u1ee7 th\u00f4ng minh \u0111\u1ec3 kh\u00f4ng ch\u1ec9 ph\u00e2n t\u00edch m\u00e0 c\u00f2n c\u00f3 kh\u1ea3 n\u0103ng “chi\u1ebfn \u0111\u1ea5u” v\u00e0 b\u1ea3o v\u1ec7 c\u00e1c t\u1ed5 ch\u1ee9c t\u00e0i ch\u00ednh trong th\u1eddi gian th\u1ef1c.<\/span><\/p>\n

Agentic AI: “V\u0169 kh\u00ed” m\u1edbi trong cu\u1ed9c \u0111\u1ed1i \u0111\u1ea7u v\u1edbi c\u00e1c m\u1ed1i \u0111e d\u1ecda v\u00f4 h\u00ecnh<\/b><\/span><\/h2>\n

M\u1ed9t trong nh\u1eefng gi\u00e1 tr\u1ecb l\u1edbn nh\u1ea5t m\u00e0 chuy\u00ean gia Ng\u00f4 Minh Hi\u1ebfu k\u1ef3 v\u1ecdng sinh vi\u00ean s\u1ebd g\u1eb7t h\u00e1i \u0111\u01b0\u1ee3c sau cu\u1ed9c thi ch\u00ednh l\u00e0 s\u1ef1 giao thoa gi\u1eefa AI v\u00e0 An ninh m\u1ea1ng.\u00a0<\/span><\/p>\n

\"Anh
Anh Ng\u00f4 Minh Hi\u1ebfu chia s\u1ebb v\u1ec1 t\u1ea7m quan tr\u1ecdng c\u1ee7a vi\u1ec7c d\u00f9ng AI \u0111\u1ec3 \u0111\u1ed1i \u0111\u1ea7u v\u1edbi t\u1ed9i ph\u1ea1m m\u1ea1ng.<\/figcaption><\/figure>\n

Theo anh, \u0111\u00e2y l\u00e0 m\u1ed1i quan h\u1ec7 hai chi\u1ec1u: M\u1ed9t m\u1eb7t, AI \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n \u0111\u1ec3 tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 ph\u00e1t hi\u1ec7n v\u00e0 ph\u1ea3n \u1ee9ng v\u1edbi c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng. M\u1eb7t kh\u00e1c, t\u01b0 duy an ninh m\u1ea1ng s\u1ebd gi\u00fap sinh vi\u00ean bi\u1ebft c\u00e1ch b\u1ea3o m\u1eadt ch\u00ednh h\u1ec7 th\u1ed1ng AI, t\u1eeb vi\u1ec7c b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n \u0111\u1ebfn vi\u1ec7c ng\u0103n ch\u1eb7n c\u00e1c h\u00e0nh vi t\u1ea5n c\u00f4ng tr\u1ef1c ti\u1ebfp v\u00e0o m\u00f4 h\u00ecnh.<\/span><\/p>\n

S\u1ef1 k\u1ebft h\u1ee3p n\u00e0y gi\u00fap t\u1ea1o ra m\u1ed9t th\u1ebf gi\u1edbi t\u1ed1t \u0111\u1eb9p v\u00e0 an to\u00e0n h\u01a1n khi AI \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t t\u00e1c nh\u00e2n t\u1ef1 ch\u1ee7 trong vi\u1ec7c canh gi\u1eef c\u00e1c h\u1ec7 th\u1ed1ng ng\u00e2n h\u00e0ng.<\/span><\/p>\n

\"Trao
Trao \u0111\u1ed5i tr\u1ef1c ti\u1ebfp v\u1edbi chuy\u00ean gia gi\u00fap sinh vi\u00ean l\u00e0m r\u00f5 c\u00e1c th\u00e1ch th\u1ee9c c\u00f4ng ngh\u1ec7 trong b\u1ea3o v\u1ec7 h\u1ec7 th\u1ed1ng t\u00e0i ch\u00ednh s\u1ed1.<\/figcaption><\/figure>\n

\u00a0\u0110\u1ed1i v\u1edbi c\u00e1c b\u00e0i to\u00e1n kh\u00f3 nh\u01b0 Fraud Detection hay Cybersecurity Threat Detection, Agentic AI cho ph\u00e9p nh\u1eadn di\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u \u0111i\u1ec3n h\u00ecnh t\u1eeb th\u1ef1c t\u1ebf m\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng b\u1ea3o m\u1eadt truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng b\u1ecf l\u1ee1. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi sinh vi\u00ean ph\u1ea3i v\u01b0\u1ee3t qua gi\u1edbi h\u1ea1n c\u1ee7a nh\u1eefng d\u00f2ng code \u0111\u01a1n thu\u1ea7n \u0111\u1ec3 hi\u1ec3u r\u00f5 b\u1ea3n ch\u1ea5t c\u1ee7a c\u00e1c lu\u1ed3ng nghi\u1ec7p v\u1ee5 t\u00e0i ch\u00ednh ph\u1ee9c t\u1ea1p.<\/span><\/p>\n

L\u1eddi khuy\u00ean “v\u00e0ng” v\u1ec1 quy tr\u00ecnh hu\u1ea5n luy\u1ec7n v\u00e0 t\u1eadp d\u1eef li\u1ec7u th\u1ef1c chi\u1ebfn<\/b><\/span><\/h2>\n

D\u00e0nh cho c\u00e1c \u0111\u1ed9i thi \u0111ang trong giai \u0111o\u1ea1n x\u00e2y d\u1ef1ng gi\u1ea3i ph\u00e1p, anh Ng\u00f4 Minh Hi\u1ebfu \u0111\u00e3 chia s\u1ebb nh\u1eefng kinh nghi\u1ec7m qu\u00fd b\u00e1u v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn.<\/span><\/p>\n

\u00a0Chuy\u00ean gia nh\u1ea5n m\u1ea1nh ba y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i: Quy tr\u00ecnh l\u00e0m vi\u1ec7c (Workflow), T\u1eadp d\u1eef li\u1ec7u (Dataset) v\u00e0 Ki\u1ebfn th\u1ee9c th\u1ef1c t\u1ebf (Knowledge). M\u1ed9t sai l\u1ea7m ph\u1ed5 bi\u1ebfn l\u00e0 qu\u00e1 t\u1eadp trung v\u00e0o thu\u1eadt to\u00e1n m\u00e0 qu\u00ean m\u1ea5t ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o.<\/span><\/p>\n

\u0110\u1ec3 gi\u1ea3i ph\u00e1p c\u00f3 t\u00ednh \u1ee9ng d\u1ee5ng cao, sinh vi\u00ean c\u1ea7n h\u1ecdc c\u00e1ch thu th\u1eadp v\u00e0 s\u1eed d\u1ee5ng c\u00e1c t\u1eadp d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch h\u1ee3p ph\u00e1p \u0111\u1ec3 hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh. \u0110\u1eb7c bi\u1ec7t, m\u1ed9t “b\u00ed quy\u1ebft” quan tr\u1ecdng \u0111\u01b0\u1ee3c chuy\u00ean gia ti\u1ebft l\u1ed9 ch\u00ednh l\u00e0 vi\u1ec7c nghi\u00ean c\u1ee9u c\u00e1c th\u1ee7 thu\u1eadt th\u1ef1c t\u1ebf m\u00e0 t\u1ed9i ph\u1ea1m m\u1ea1ng \u0111ang s\u1eed d\u1ee5ng.\u00a0<\/span><\/p>\n

Khi hi\u1ec3u r\u00f5 nh\u1eefng “chi\u00eau tr\u00f2” n\u00e0y, c\u00e1c \u0111\u1ed9i thi c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c d\u1ea5u hi\u1ec7u \u0111i\u1ec3n h\u00ecnh (key patterns) t\u1eeb ch\u00ednh \u0111\u1ed1i ph\u01b0\u01a1ng \u0111\u1ec3 hu\u1ea5n luy\u1ec7n AI ph\u1ea3n \u1ee9ng ch\u00ednh x\u00e1c v\u00e0 thi\u1ebft th\u1ef1c h\u01a1n. \u0110\u00e2y ch\u00ednh l\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn l\u1ea5y th\u1ef1c t\u1ebf l\u00e0m g\u1ed1c, gi\u00fap c\u00e1c d\u1ef1 \u00e1n tho\u00e1t kh\u1ecfi v\u1ecf b\u1ecdc l\u00fd thuy\u1ebft v\u00e0 s\u1eb5n s\u00e0ng cho m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p.<\/span><\/p>\n

\"L\u00f2i
L\u00f2i khuy\u00ean c\u1ee7a chuy\u00ean gia Ng\u00f4 Minh Hi\u1ebfu ch\u00ednh l\u00e0 kim ch\u1ec9 nam gi\u00fap c\u00e1c t\u00e2n binh Smart IT t\u1ef1 tin \u0111\u1ed1i \u0111\u1ea7u v\u1edbi nh\u1eefng th\u1eed th\u00e1ch ph\u1ee9c t\u1ea1p nh\u1ea5t t\u1ea1i Swin Hackathon 2026<\/figcaption><\/figure>\n

T\u1eeb Swin Hackathon 2026, sinh vi\u00ean kh\u00f4ng c\u00f2n \u0111\u1ee9ng ngo\u00e0i cu\u1ed9c chi\u1ebfn an ninh m\u1ea1ng, m\u00e0 tr\u1edf th\u00e0nh nh\u1eefng ng\u01b0\u1eddi tr\u1ef1c ti\u1ebfp tham gia ki\u1ebfn t\u1ea1o gi\u1ea3i ph\u00e1p. Vi\u1ec7c ti\u1ebfp c\u1eadn b\u00e0i to\u00e1n t\u00e0i ch\u00ednh \u2013 an ninh b\u1eb1ng Agentic AI gi\u00fap ng\u01b0\u1eddi h\u1ecdc hi\u1ec3u r\u1eb1ng: c\u00f4ng ngh\u1ec7 ch\u1ec9 th\u1ef1c s\u1ef1 c\u00f3 gi\u00e1 tr\u1ecb khi \u0111\u01b0\u1ee3c \u0111\u1eb7t trong b\u1ed1i c\u1ea3nh con ng\u01b0\u1eddi v\u00e0 x\u00e3 h\u1ed9i. \u0110\u00f3 c\u0169ng l\u00e0 tinh th\u1ea7n c\u1ed1t l\u00f5i m\u00e0 Finland Metropolia Vietnam theo \u0111u\u1ed5i \u2013 \u0111\u00e0o t\u1ea1o nh\u1eefng k\u1ef9 s\u01b0 c\u00f3 n\u0103ng l\u1ef1c h\u00e0nh \u0111\u1ed9ng, t\u01b0 duy h\u1ec7 th\u1ed1ng v\u00e0 \u00fd th\u1ee9c b\u1ea3o v\u1ec7 c\u1ed9ng \u0111\u1ed3ng s\u1ed1.<\/span><\/p>\n

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

Swin Hackathon 2026 gi\u00fap sinh vi\u00ean ti\u1ebfp c\u1eadn b\u00e0i to\u00e1n an ninh t\u00e0i ch\u00ednh s\u1ed1 b\u1eb1ng Agentic AI qua chia s\u1ebb t\u1eeb chuy\u00ean gia Hi\u1ec7p h\u1ed9i an ninh m\u1ea1ng qu\u1ed1c gia<\/p>\n","protected":false},"author":7,"featured_media":2231,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2228","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2228","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=2228"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2228\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/2231"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=2228"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=2228"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=2228"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}