{"id":2102,"date":"2026-01-16T17:49:21","date_gmt":"2026-01-16T10:49:21","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=2102"},"modified":"2026-01-16T17:52:30","modified_gmt":"2026-01-16T10:52:30","slug":"giang-vien-cntt-thong-minh-metropolia-icoin-2026","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/giang-vien-cntt-thong-minh-metropolia-icoin-2026\/","title":{"rendered":"Gi\u1ea3ng vi\u00ean CNTT th\u00f4ng minh Metropolia Vietnam \u0111\u00f3ng g\u00f3p nghi\u00ean c\u1ee9u v\u1ec1 an ninh m\u1ea1ng t\u1ea1i ICOIN 2026"},"content":{"rendered":"

V\u1eeba qua, t\u1ea1i d\u1ea5u m\u1ed1c k\u1ef7 ni\u1ec7m 40 n\u0103m c\u1ee7a H\u1ed9i ngh\u1ecb Qu\u1ed1c t\u1ebf v\u1ec1 M\u1ea1ng th\u00f4ng tin (ICOIN 2026), TS. Ph\u1ea1m V\u0103n \u0110\u1ea1i \u2013 Tr\u01b0\u1edfng khoa CNTT th\u00f4ng minh t\u1ea1i Finland Metropolia Vietnam \u0111\u00e3 g\u00e2y \u1ea5n t\u01b0\u1ee3ng v\u1edbi b\u00e0i tr\u00ecnh b\u00e0y v\u1ec1 vi\u1ec7c \u1ee9ng d\u1ee5ng H\u1ecdc m\u00e1y L\u01b0\u1ee3ng t\u1eed (Quantum Machine Learning) \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n x\u00e2m nh\u1eadp m\u1ea1ng.<\/i><\/b><\/span><\/p>\n

Icoin 2026 – S\u1ef1 ki\u1ec7n h\u1ecdc thu\u1eadt uy t\u00edn qu\u1ed1c t\u1ebf<\/b><\/span><\/h2>\n

S\u1ef1 ki\u1ec7n di\u1ec5n ra v\u00e0o s\u00e1ng ng\u00e0y 14\/01\/2026 t\u1ea1i H\u1ecdc vi\u1ec7n C\u00f4ng ngh\u1ec7 B\u01b0u ch\u00ednh Vi\u1ec5n th\u00f4ng, H\u00e0 N\u1ed9i, thu h\u00fat s\u1ef1 quan t\u00e2m c\u1ee7a \u0111\u00f4ng \u0111\u1ea3o c\u00e1c nh\u00e0 khoa h\u1ecdc v\u00e0 chuy\u00ean gia c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u.<\/span><\/p>\n

ICOIN l\u00e0 di\u1ec5n \u0111\u00e0n khoa h\u1ecdc danh gi\u00e1 do H\u1ed9i Khoa h\u1ecdc Th\u00f4ng tin H\u00e0n Qu\u1ed1c (KIISE) t\u1ed5 ch\u1ee9c, v\u1edbi s\u1ef1 b\u1ea3o tr\u1ee3 k\u1ef9 thu\u1eadt t\u1eeb c\u00e1c t\u1ed5 ch\u1ee9c c\u00f4ng ngh\u1ec7 danh ti\u1ebfng to\u00e0n c\u1ea7u l\u00e0 IEEE v\u00e0 IEICE.\u00a0<\/span><\/p>\n

Kh\u1edfi ngu\u1ed3n t\u1eeb H\u1ed9i th\u1ea3o chung v\u1ec1 Truy\u1ec1n th\u00f4ng M\u00e1y t\u00ednh n\u0103m 1986, <\/span>ICOIN \u0111\u00e3 kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf l\u00e0 di\u1ec5n \u0111\u00e0n h\u1ecdc thu\u1eadt quy m\u00f4 nh\u1ea5t su\u1ed1t 4 th\u1eadp k\u1ef7 qua, chuy\u00ean s\u00e2u v\u1ec1 c\u00e1c b\u01b0\u1edbc ti\u1ebfn trong m\u1ea1ng m\u00e1y t\u00ednh v\u00e0 c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u00f4ng.<\/span><\/p>\n

Trong b\u1ed1i c\u1ea3nh c\u00e1c gi\u1ea3i ph\u00e1p k\u1ebft n\u1ed1i \u0111ang t\u00e1i \u0111\u1ecbnh h\u00ecnh m\u1ecdi m\u1eb7t \u0111\u1eddi s\u1ed1ng x\u00e3 h\u1ed9i, ICOIN 2026 cam k\u1ebft ti\u1ebfp t\u1ee5c d\u1eabn d\u1eaft c\u00e1c xu h\u01b0\u1edbng m\u1edbi b\u1eb1ng c\u00e1ch t\u1eadp trung khai ph\u00e1 nh\u1eefng m\u00f4 h\u00ecnh CNTT \u0111\u1ed9t ph\u00e1 c\u1ee7a t\u01b0\u01a1ng lai, tr\u1edf th\u00e0nh “c\u1ea7u n\u1ed1i” tri th\u1ee9c quan tr\u1ecdng, n\u01a1i h\u1ed9i t\u1ee5 c\u00e1c h\u1ecdc gi\u1ea3 \u0111\u1ec3 th\u00fac \u0111\u1ea9y nh\u1eefng nghi\u00ean c\u1ee9u \u0111\u1ed9t ph\u00e1 v\u00e0 \u1ee9ng d\u1ee5ng m\u1ea1ng ti\u00ean phong.<\/span><\/span><\/p>\n

L\u1eddi gi\u1ea3i cho b\u00e0i to\u00e1n “B\u00e1o \u0111\u1ed9ng gi\u1ea3” trong an ninh m\u1ea1ng b\u1eb1ng c\u00f4ng ngh\u1ec7 l\u01b0\u1ee3ng t\u1eed<\/b><\/span><\/h2>\n
\"TS.
TS. Ph\u1ea1m V\u0103n \u0110\u1ea1i – Tr\u01b0\u1edfng khoa CNTT th\u00f4ng minh Finland Metropolia Vietnam (\u0111\u1ea1i di\u1ec7n nh\u00f3m nghi\u00ean c\u1ee9u) tr\u00ecnh b\u00e0y t\u1ea1i H\u1ed9i ngh\u1ecb H\u1ed9i ngh\u1ecb Qu\u1ed1c t\u1ebf v\u1ec1 M\u1ea1ng Th\u00f4ng tin l\u1ea7n th\u1ee9 40 – ICOIN 2026<\/figcaption><\/figure>\n

T\u1ea1i h\u1ed9i ngh\u1ecb n\u0103m nay, TS. Ph\u1ea1m V\u0103n \u0110\u1ea1i c\u00f9ng nh\u00f3m nghi\u00ean c\u1ee9u qu\u1ed1c t\u1ebf (bao g\u1ed3m c\u00e1c chuy\u00ean gia t\u1eeb \u0110\u1ea1i h\u1ecdc Ki\u1ebfn tr\u00fac \u0110\u00e0 N\u1eb5ng, H\u1ecdc vi\u1ec7n C\u00f4ng ngh\u1ec7 B\u01b0u ch\u00ednh Vi\u1ec5n th\u00f4ng v\u00e0 \u0110\u1ea1i h\u1ecdc Wisconsin-Stout, Hoa K\u1ef3) \u0111\u00e3 tr\u00ecnh b\u00e0y \u0111\u1ec1 t\u00e0i: “Gi\u1ea3i quy\u1ebft s\u1ef1 \u0111\u00e1nh \u0111\u1ed5i gi\u1eefa \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 \u0111\u1ed9 thu h\u1ed3i trong ph\u00e1t hi\u1ec7n x\u00e2m nh\u1eadp m\u1ea1ng b\u1eb1ng m\u1ea1ng LSTM lai l\u01b0\u1ee3ng t\u1eed-c\u1ed5 \u0111i\u1ec3n”.<\/span><\/p>\n

Nghi\u00ean c\u1ee9u t\u1eadp trung v\u00e0o m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn trong an ninh m\u1ea1ng hi\u1ec7n nay: L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 ph\u00e1t hi\u1ec7n t\u1ea5n c\u00f4ng ch\u00ednh x\u00e1c m\u00e0 kh\u00f4ng t\u1ea1o ra qu\u00e1 nhi\u1ec1u b\u00e1o \u0111\u1ed9ng gi\u1ea3 (false alarms).<\/span><\/p>\n

\u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, TS. Ph\u1ea1m V\u0103n \u0110\u1ea1i v\u00e0 c\u00e1c c\u1ed9ng s\u1ef1 \u0111\u00e3 gi\u1edbi thi\u1ec7u m\u00f4 h\u00ecnh lai mang t\u00ean Quantum-LSTM (QLSTM). Ki\u1ebfn tr\u00fac n\u00e0y s\u1eed d\u1ee5ng m\u1ea1ng LSTM c\u1ed5 \u0111i\u1ec3n \u0111\u1ec3 tr\u00edch xu\u1ea5t c\u00e1c \u0111\u1eb7c tr\u01b0ng th\u1eddi gian t\u1eeb l\u01b0u l\u01b0\u1ee3ng m\u1ea1ng, sau \u0111\u00f3 k\u1ebft h\u1ee3p v\u1edbi M\u1ea1ch l\u01b0\u1ee3ng t\u1eed tham s\u1ed1 h\u00f3a (PQC) \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n lo\u1ea1i.<\/span><\/p>\n

D\u1ef1a tr\u00ean k\u1ebft qu\u1ea3 th\u1ef1c nghi\u1ec7m tr\u00ean t\u1eadp d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn CIC-IDS2017, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 c\u00f4ng b\u1ed1 m\u1ed9t ph\u00e1t hi\u1ec7n then ch\u1ed1t: trong khi m\u00f4 h\u00ecnh c\u1ed5 \u0111i\u1ec3n c\u00f3 \u01b0u th\u1ebf v\u1ec1 \u0111\u1ed9 thu h\u1ed3i (recall), th\u00ec m\u00f4 h\u00ecnh lai QLSTM l\u1ea1i mang \u0111\u1ebfn l\u1ee3i th\u1ebf v\u01b0\u1ee3t tr\u1ed9i v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/span><\/p>\n

C\u1ee5 th\u1ec3, m\u00f4 h\u00ecnh QLSTM-8Q-32H \u0111\u00e3 gi\u00fap gi\u1ea3m s\u1ed1 l\u01b0\u1ee3ng b\u00e1o \u0111\u1ed9ng gi\u1ea3 kho\u1ea3ng 29% so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng. \u0110i\u1ec1u n\u00e0y c\u00f3 \u00fd ngh\u0129a \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi c\u00e1c trung t\u00e2m v\u1eadn h\u00e0nh an ninh (SOC), n\u01a1i m\u00e0 s\u1ef1 tin c\u1eady c\u1ee7a c\u00e1c c\u1ea3nh b\u00e1o l\u00e0 y\u1ebfu t\u1ed1 ti\u00ean quy\u1ebft \u0111\u1ec3 gi\u1ea3m thi\u1ec3u \u00e1p l\u1ef1c cho \u0111\u1ed9i ng\u0169 chuy\u00ean gia v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh x\u1eed l\u00fd s\u1ef1 c\u1ed1.<\/span><\/p>\n

Finland Metropolia Vietnam: N\u00e2ng t\u1ea7m tr\u1ea3i nghi\u1ec7m \u0111\u00e0o t\u1ea1o t\u1eeb n\u0103ng l\u1ef1c nghi\u00ean c\u1ee9u qu\u1ed1c t\u1ebf<\/b><\/span><\/h2>\n

TS.Ph\u1ea1m V\u0103n \u0110\u1ea1i \u0111\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn l\u00e0 gi\u1ea3ng vi\u00ean, nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 nhi\u1ec1u c\u00f4ng b\u1ed1 khoa h\u1ecdc qu\u1ed1c t\u1ebf trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 th\u00f4ng tin th\u00f4ng minh. Vi\u1ec7c li\u00ean t\u1ee5c g\u00f3p m\u1eb7t t\u1ea1i c\u00e1c di\u1ec5n \u0111\u00e0n h\u1ecdc thu\u1eadt uy t\u00edn nh\u01b0 ICOIN cho th\u1ea5y s\u1ef1 hi\u1ec7n di\u1ec7n b\u1ec1n b\u1ec9 c\u1ee7a c\u00e1c h\u1ecdc gi\u1ea3 Vi\u1ec7t Nam trong d\u00f2ng ch\u1ea3y nghi\u00ean c\u1ee9u to\u00e0n c\u1ea7u.<\/span><\/h3>\n

Vi\u1ec7c c\u00f4ng b\u1ed1 c\u00f4ng tr\u00ecnh t\u1ea1i ICOIN 2026 kh\u00f4ng ch\u1ec9 kh\u1eb3ng \u0111\u1ecbnh n\u0103ng l\u1ef1c chuy\u00ean m\u00f4n c\u1ee7a c\u00e1 nh\u00e2n gi\u1ea3ng vi\u00ean, m\u00e0 c\u00f2n l\u00e0 minh ch\u1ee9ng cho ch\u1ea5t l\u01b0\u1ee3ng \u0111\u00e0o t\u1ea1o g\u1eafn v\u1edbi nghi\u00ean c\u1ee9u t\u1ea1i Finland Metropolia Vietnam. Nh\u1eefng k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u n\u00e0y \u0111\u01b0\u1ee3c chuy\u1ec3n h\u00f3a tr\u1ef1c ti\u1ebfp th\u00e0nh c\u00e1c b\u00e0i h\u1ecdc th\u1ef1c ti\u1ec5n v\u1ec1 AI, IoT v\u00e0 Cyber Security, gi\u00fap sinh vi\u00ean ti\u1ebfp c\u1eadn s\u1edbm c\u00e1c c\u00f4ng ngh\u1ec7 \u201cbi\u00ean gi\u1edbi\u201d v\u00e0 hi\u1ec3u r\u00f5 c\u00e1ch l\u00fd thuy\u1ebft v\u1eadn h\u00e0nh trong m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf nhi\u1ec1u \u00e1p l\u1ef1c.<\/span><\/p>\n

\u0110\u00e1ng ch\u00fa \u00fd, c\u00e1c m\u00f4 h\u00ecnh nh\u01b0 QLSTM c\u00f2n g\u00f3p ph\u1ea7n h\u00ecnh th\u00e0nh cho sinh vi\u00ean t\u01b0 duy c\u1ee7a m\u1ed9t ki\u1ebfn tr\u00fac s\u01b0 h\u1ec7 th\u1ed1ng \u2013 n\u01a1i hi\u1ec7u su\u1ea5t, \u0111\u1ed9 tin c\u1eady v\u00e0 kh\u1ea3 n\u0103ng t\u1ed1i \u01b0u lu\u00f4n \u0111\u01b0\u1ee3c \u0111\u1eb7t l\u00ean h\u00e0ng \u0111\u1ea7u. Chia s\u1ebb v\u1ec1 d\u1ea5u \u1ea5n t\u1ea1i h\u1ed9i ngh\u1ecb, TS. Ph\u1ea1m V\u0103n \u0110\u1ea1i nh\u1ea5n m\u1ea1nh: <\/span>\u201cS\u1ef1 ghi nh\u1eadn c\u1ee7a c\u1ed9ng \u0111\u1ed3ng khoa h\u1ecdc qu\u1ed1c t\u1ebf kh\u00f4ng ch\u1ec9 l\u00e0 ni\u1ec1m t\u1ef1 h\u00e0o c\u00e1 nh\u00e2n, m\u00e0 c\u00f2n l\u00e0 \u0111\u1ed9ng l\u1ef1c \u0111\u1ec3 gi\u1ea3ng vi\u00ean v\u00e0 sinh vi\u00ean Vi\u1ec7t Nam m\u1ea1nh d\u1ea1n tham gia c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u mang t\u00ednh \u1ee9ng d\u1ee5ng cao, g\u00f3p ph\u1ea7n n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng nh\u00e2n l\u1ef1c CNTT tr\u00ean b\u1ea3n \u0111\u1ed3 to\u00e0n c\u1ea7u.\u201d<\/span><\/i><\/span><\/p>\n

Ch\u00ednh tinh th\u1ea7n nghi\u00ean c\u1ee9u \u0111\u00f3 \u0111ang tr\u1edf th\u00e0nh ngu\u1ed3n c\u1ea3m h\u1ee9ng h\u1ecdc thu\u1eadt m\u1ea1nh m\u1ebd cho sinh vi\u00ean Finland Metropolia Vietnam – ch\u01b0\u01a1ng tr\u00ecnh li\u00ean k\u1ebft qu\u1ed1c t\u1ebf gi\u1eefa \u0110\u1ea1i h\u1ecdc FPT v\u00e0 \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc \u1ee8ng d\u1ee5ng Metropolia (Ph\u1ea7n Lan) \u2013 n\u01a1i tri th\u1ee9c h\u00e0n l\u00e2m lu\u00f4n song h\u00e0nh c\u00f9ng nh\u1eefng chuy\u1ec3n \u0111\u1ed9ng th\u1ef1c t\u1ebf c\u1ee7a c\u00f4ng ngh\u1ec7 th\u1ebf gi\u1edbi.<\/span><\/p>\n

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

Nghi\u00ean c\u1ee9u b\u1ea3o m\u1eadt m\u1ea1ng c\u1ee7a gi\u1ea3ng vi\u00ean CNTT th\u00f4ng minh Metropolia Vietnam \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y t\u1ea1i h\u1ed9i ngh\u1ecb qu\u1ed1c t\u1ebf ICOIN 2026.<\/p>\n","protected":false},"author":7,"featured_media":2103,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[66,67,73,71,69,68,70,72],"class_list":["post-2102","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","tag-an-ninh-mang","tag-bao-mat-mang","tag-cntt","tag-giang-vien-cntt","tag-hoc-may-luong-tu","tag-icoin-2026","tag-metropolia-vietnam","tag-nghien-cuu-quoc-te","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2102","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=2102"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2102\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/2103"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=2102"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=2102"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=2102"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}