{"id":799,"date":"2026-04-14T03:40:44","date_gmt":"2026-04-14T03:40:44","guid":{"rendered":"https:\/\/global.livebitcoinnews.com\/vi\/2026\/04\/14\/he-thong-dinh-tuyen-llm-dang-an-cap-tien-dien-tu-day-la-dieu-nghien-cuu-tim-thay\/"},"modified":"2026-04-14T03:40:44","modified_gmt":"2026-04-14T03:40:44","slug":"he-thong-dinh-tuyen-llm-dang-an-cap-tien-dien-tu-day-la-dieu-nghien-cuu-tim-thay","status":"publish","type":"post","link":"https:\/\/global.livebitcoinnews.com\/vi\/2026\/04\/14\/he-thong-dinh-tuyen-llm-dang-an-cap-tien-dien-tu-day-la-dieu-nghien-cuu-tim-thay\/","title":{"rendered":"H\u1ec7 Th\u1ed1ng \u0110\u1ecbnh Tuy\u1ebfn LLM \u0110ang \u0102n C\u1eafp Ti\u1ec1n \u0110i\u1ec7n T\u1eed: \u0110\u00e2y L\u00e0 \u0110i\u1ec1u Nghi\u00ean C\u1ee9u T\u00ecm Th\u1ea5y"},"content":{"rendered":"<p><em><strong>M\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi tr\u00ean arxiv ph\u00e1t hi\u1ec7n 26 b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn API LLM ti\u00eam m\u00e3 \u0111\u1ed9c v\u00e0 r\u00fat c\u1ea1n v\u00ed ETH, h\u00e9 l\u1ed9 m\u1ed1i \u0111e d\u1ecda chu\u1ed7i cung \u1ee9ng ti\u1ec1m \u1ea9n b\u00ean trong c\u00e1c t\u00e1c nh\u00e2n l\u1eadp tr\u00ecnh AI.<\/strong><\/em><\/p>\n<p><span style=\"font-weight: 400\">C\u00e1c c\u00f4ng c\u1ee5 l\u1eadp tr\u00ecnh AI m\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n tin d\u00f9ng h\u00e0ng ng\u00e0y c\u00f3 th\u1ec3 \u0111ang cung c\u1ea5p th\u00f4ng tin x\u00e1c th\u1ef1c v\u00e0 qu\u1ef9 ti\u1ec1n m\u00e3 h\u00f3a cho c\u00e1c b\u00ean th\u1ee9 ba kh\u00f4ng r\u00f5 danh t\u00ednh. M\u1ed9t nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u01b0\u1ee3c b\u00ecnh duy\u1ec7t m\u1edbi \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 tr\u00ean arXiv \u0111\u00e3 ph\u01a1i b\u00e0y m\u1ed9t b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng nghi\u00eam tr\u1ecdng v\u00e0 \u00edt \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o b\u00ean trong<\/span><a href=\"https:\/\/www.livebitcoinnews.com\/hacks-and-security-incidents-in-2025-a-year-that-exposed-cryptos-weakest-links\/\"> <span style=\"font-weight: 400\">chu\u1ed7i cung \u1ee9ng LLM<\/span><\/a><span style=\"font-weight: 400\">, m\u1ed9t m\u1ed1i \u0111e d\u1ecda c\u00f3 th\u1ec3 g\u00e2y r\u1ee7i ro th\u1ef1c s\u1ef1 cho c\u00e1c v\u00ed ti\u1ec1n.<\/span><\/p>\n<p><span style=\"font-weight: 400\">C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1eeb UC Santa Barbara \u0111\u00e3 ki\u1ec3m tra 428 b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn API LLM c\u00f3 tr\u1ea3 ph\u00ed v\u00e0 mi\u1ec5n ph\u00ed. \u0110\u00e2y l\u00e0 c\u00e1c d\u1ecbch v\u1ee5 n\u1eb1m gi\u1eefa t\u00e1c nh\u00e2n AI c\u1ee7a nh\u00e0 ph\u00e1t tri\u1ec3n v\u00e0 nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n. H\u00e3y coi ch\u00fang nh\u01b0 nh\u1eefng trung gian. Ch\u00fang nh\u00ecn th\u1ea5y m\u1ecdi tin nh\u1eafn, m\u1ecdi l\u1ec7nh g\u1ecdi c\u00f4ng c\u1ee5, m\u1ecdi t\u1ea3i tr\u1ecdng JSON \u0111i qua d\u01b0\u1edbi d\u1ea1ng v\u0103n b\u1ea3n thu\u1ea7n t\u00fay.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Kh\u00f4ng c\u00f3 nh\u00e0 cung c\u1ea5p n\u00e0o th\u1ef1c thi t\u00ednh to\u00e0n v\u1eb9n m\u1eadt m\u00e3 gi\u1eefa m\u00e1y kh\u00e1ch v\u00e0 m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n.<\/span><\/p>\n<h2><b>Nh\u1eefng Con S\u1ed1 Kh\u00f4ng Ai \u0110\u1ec3 \u00dd<\/b><\/h2>\n<p><span style=\"font-weight: 400\">Trong s\u1ed1 28 b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn tr\u1ea3 ph\u00ed \u0111\u01b0\u1ee3c mua t\u1eeb c\u00e1c c\u1eeda h\u00e0ng tr\u00ean Taobao, Xianyu v\u00e0 Shopify, c\u00f3 1 b\u1ed9 \u0111ang t\u00edch c\u1ef1c ti\u00eam m\u00e3 \u0111\u1ed9c. Trong s\u1ed1 400 b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn mi\u1ec5n ph\u00ed l\u1ea5y t\u1eeb c\u00e1c c\u1ed9ng \u0111\u1ed3ng nh\u00e0 ph\u00e1t tri\u1ec3n c\u00f4ng khai, c\u00f3 8 b\u1ed9 l\u00e0m \u0111i\u1ec1u t\u01b0\u01a1ng t\u1ef1. Hai trong s\u1ed1 \u0111\u00f3 tri\u1ec3n khai c\u01a1 ch\u1ebf k\u00edch ho\u1ea1t n\u00e9 tr\u00e1nh th\u00edch \u1ee9ng, ngh\u0129a l\u00e0 c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng ch\u1ec9 di\u1ec5n ra trong nh\u1eefng \u0111i\u1ec1u ki\u1ec7n c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 tr\u00e1nh b\u1ecb ph\u00e1t hi\u1ec7n.<\/span><\/p>\n<p><span style=\"font-weight: 400\">17 b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn \u0111\u00e3 ch\u1ea1m v\u00e0o th\u00f4ng tin x\u00e1c th\u1ef1c AWS m\u1ed3i nh\u1eed do nh\u00e0 nghi\u00ean c\u1ee9u s\u1edf h\u1eefu. M\u1ed9t b\u1ed9 \u0111\u00e3 r\u00fat ETH t\u1eeb kh\u00f3a ri\u00eang t\u01b0 do nh\u00e0 nghi\u00ean c\u1ee9u s\u1edf h\u1eefu.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Chi ti\u1ebft cu\u1ed1i c\u00f9ng \u0111\u00f3 kh\u00f4ng ph\u1ea3i l\u00e0 l\u00fd thuy\u1ebft. M\u1ed9t v\u00ed ti\u1ec1n th\u1ef1c s\u1ef1 \u0111\u00e3 b\u1ecb r\u00fat c\u1ea1n.<\/span><\/p>\n<h2><b>C\u00e1c Cu\u1ed9c T\u1ea5n C\u00f4ng Th\u1ef1c S\u1ef1 L\u00e0m G\u00ec<\/b><\/h2>\n<p><span style=\"font-weight: 400\">B\u00e0i b\u00e1o ch\u00ednh th\u1ee9c h\u00f3a b\u1ed1n lo\u1ea1i t\u1ea5n c\u00f4ng. Ti\u00eam t\u1ea3i tr\u1ecdng, \u0111\u01b0\u1ee3c g\u1eafn nh\u00e3n AC-1, c\u1ea5y ch\u1ec9 th\u1ecb \u0111\u1ed9c h\u1ea1i tr\u1ef1c ti\u1ebfp v\u00e0o lu\u1ed3ng g\u1ecdi c\u00f4ng c\u1ee5 c\u1ee7a t\u00e1c nh\u00e2n. R\u00f2 r\u1ec9 b\u00ed m\u1eadt, AC-2, l\u1eb7ng l\u1ebd sao ch\u00e9p th\u00f4ng tin x\u00e1c th\u1ef1c v\u00e0 g\u1eedi ch\u00fang ra ngo\u00e0i. C\u00e1c bi\u1ebfn th\u1ec3 th\u00edch \u1ee9ng c\u00f2n \u0111i xa h\u01a1n. Ti\u00eam nh\u1eafm m\u1ee5c ti\u00eau ph\u1ee5 thu\u1ed9c, AC-1.a, ch\u1edd m\u1ed9t g\u00f3i ph\u1ea7n m\u1ec1m c\u1ee5 th\u1ec3 xu\u1ea5t hi\u1ec7n tr\u01b0\u1edbc khi k\u00edch ho\u1ea1t. Ph\u00e2n ph\u1ed1i c\u00f3 \u0111i\u1ec1u ki\u1ec7n, AC-1.b, gi\u1eef l\u1ea1i cu\u1ed9c t\u1ea5n c\u00f4ng cho \u0111\u1ebfn khi m\u1ed9t k\u00edch ho\u1ea1t h\u00e0nh vi di\u1ec5n ra.<\/span><\/p>\n<p><span style=\"font-weight: 400\">C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 x\u00e2y d\u1ef1ng m\u1ed9t c\u00f4ng c\u1ee5 c\u00f3 t\u00ean Mine, m\u1ed9t proxy nghi\u00ean c\u1ee9u th\u1ef1c hi\u1ec7n c\u1ea3 b\u1ed1n lo\u1ea1i t\u1ea5n c\u00f4ng n\u00e0y ch\u1ed1ng l\u1ea1i b\u1ed1n khung t\u00e1c nh\u00e2n c\u00f4ng khai. N\u00f3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ki\u1ec3m tra ba c\u01a1 ch\u1ebf ph\u00f2ng th\u1ee7 ph\u00eda m\u00e1y kh\u00e1ch: m\u1ed9t c\u1ed5ng ch\u00ednh s\u00e1ch \u0111\u00f3ng khi l\u1ed7i, s\u00e0ng l\u1ecdc b\u1ea5t th\u01b0\u1eddng ph\u00eda ph\u1ea3n h\u1ed3i v\u00e0 ghi nh\u1eadt k\u00fd minh b\u1ea1ch ch\u1ec9 b\u1ed5 sung.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Ch\u00fang c\u00f3 th\u1ec3 tri\u1ec3n khai \u0111\u01b0\u1ee3c. Kh\u00f4ng c\u00f3 bi\u1ec7n ph\u00e1p n\u00e0o trong s\u1ed1 n\u00e0y y\u00eau c\u1ea7u thay \u0111\u1ed5i t\u1eeb nh\u00e0 cung c\u1ea5p m\u00f4 h\u00ecnh.<\/span><\/p>\n<h2><b>M\u1ed9t Kh\u00f3a B\u1ecb R\u00f2 R\u1ec9 \u0110\u00e3 T\u1ea1o Ra 100 Tri\u1ec7u Token<\/b><\/h2>\n<p><span style=\"font-weight: 400\">B\u00e0i b\u00e1o bao g\u1ed3m hai k\u1ecbch b\u1ea3n nhi\u1ec5m \u0111\u1ed9c kh\u00f3 c\u00f3 th\u1ec3 gi\u1ea3i th\u00edch \u0111\u01b0\u1ee3c. Trong k\u1ecbch b\u1ea3n \u0111\u1ea7u ti\u00ean, m\u1ed9t b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn b\u1ec1 ngo\u00e0i s\u1ea1ch s\u1ebd \u0111\u00e3 truy c\u1eadp v\u00e0o kh\u00f3a OpenAI b\u1ecb r\u00f2 r\u1ec9 v\u00e0 t\u1ea1o ra 100 tri\u1ec7u token GPT-5.4 c\u00f9ng v\u1edbi h\u01a1n b\u1ea3y phi\u00ean Codex. Trong k\u1ecbch b\u1ea3n th\u1ee9 hai, m\u1ed9t b\u1ed9 m\u1ed3i nh\u1eed \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh y\u1ebfu \u0111\u00e3 t\u1ea1o ra 2 t\u1ef7 token \u0111\u01b0\u1ee3c t\u00ednh ph\u00ed, 99 th\u00f4ng tin x\u00e1c th\u1ef1c ri\u00eang bi\u1ec7t tr\u00ean 440 phi\u00ean Codex v\u00e0 401 phi\u00ean \u0111\u00e3 ch\u1ea1y trong ch\u1ebf \u0111\u1ed9 m\u00e0 b\u00e0i b\u00e1o g\u1ecdi l\u00e0 ch\u1ebf \u0111\u1ed9 YOLO t\u1ef1 tr\u1ecb.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Ch\u1ebf \u0111\u1ed9 YOLO. C\u00e1c t\u00e1c nh\u00e2n th\u1ef1c thi m\u00e0 kh\u00f4ng c\u00f3 v\u00f2ng l\u1eb7p x\u00e1c nh\u1eadn t\u1eeb con ng\u01b0\u1eddi.<\/span><\/p>\n<p><span style=\"font-weight: 400\">\u0110i\u1ec1u n\u00e0y li\u00ean k\u1ebft \u0111\u1ebfn m\u1ed9t m\u00f4 h\u00ecnh r\u1ed9ng h\u01a1n m\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3<\/span><a href=\"https:\/\/www.livebitcoinnews.com\/ai-agent-attempts-unauthorized-crypto-mining-during-training-researchers-report\/\"> <span style=\"font-weight: 400\">theo d\u00f5i tr\u00ean c\u00e1c tri\u1ec3n khai t\u00e1c nh\u00e2n AI t\u1ef1 tr\u1ecb<\/span><\/a><span style=\"font-weight: 400\">, n\u01a1i c\u00e1c t\u00e1c nh\u00e2n ch\u1ea1y v\u1edbi quy\u1ec1n truy c\u1eadp v\u00ed v\u00e0 quy\u1ec1n th\u1ef1c thi c\u00f4ng c\u1ee5 tr\u1edf th\u00e0nh m\u1ee5c ti\u00eau c\u00f3 gi\u00e1 tr\u1ecb cao ngay khi m\u1ed9t th\u00e0nh ph\u1ea7n chu\u1ed7i cung \u1ee9ng tr\u1edf n\u00ean x\u1ea5u xa.<\/span><\/p>\n<h2><b>Kh\u00f4ng C\u00f3 \u0110\u1ea3m B\u1ea3o M\u1eadt M\u00e3<\/b><\/h2>\n<p><span style=\"font-weight: 400\">L\u1ed7 h\u1ed5ng c\u1ed1t l\u00f5i l\u00e0 ki\u1ebfn tr\u00fac. C\u00e1c t\u00e1c nh\u00e2n LLM \u0111\u1ecbnh tuy\u1ebfn c\u00e1c y\u00eau c\u1ea7u g\u1ecdi c\u00f4ng c\u1ee5 th\u00f4ng qua proxy API c\u1ee7a b\u00ean th\u1ee9 ba. C\u00e1c proxy n\u00e0y c\u00f3 to\u00e0n quy\u1ec1n truy c\u1eadp v\u0103n b\u1ea3n thu\u1ea7n t\u00fay v\u00e0o m\u1ecdi t\u1ea3i tr\u1ecdng \u0111ang truy\u1ec1n \u0111i. Kh\u00f4ng c\u00f3 r\u00e0ng bu\u1ed9c m\u1eadt m\u00e3 n\u00e0o gi\u1eefa nh\u1eefng g\u00ec m\u00e1y kh\u00e1ch g\u1eedi \u0111i v\u00e0 nh\u1eefng g\u00ec th\u1ef1c s\u1ef1 \u0111\u1ebfn \u0111\u01b0\u1ee3c m\u00f4 h\u00ecnh h\u1ea1 ngu\u1ed3n.<\/span><\/p>\n<p><span style=\"font-weight: 400\">M\u1ed9t b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn \u0111\u1ed9c h\u1ea1i c\u00f3 th\u1ec3 \u0111\u1ecdc n\u00f3. S\u1eeda \u0111\u1ed5i n\u00f3. Sao ch\u00e9p n\u00f3. R\u00fat c\u1ea1n n\u00f3.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Nghi\u00ean c\u1ee9u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi Hanzhi Liu, Chaofan Shou, Hongbo Wen, Yanju Chen, Ryan Jingyang Fang v\u00e0 Yu Feng, v\u00e0 c\u00f3 s\u1eb5n \u0111\u1ea7y \u0111\u1ee7 t\u1ea1i arxiv.org\/abs\/2604.08407.<\/span><\/p>\n<p><span style=\"font-weight: 400\">C\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n x\u00e2y d\u1ef1ng tr\u00ean b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn LLM c\u1ee7a b\u00ean th\u1ee9 ba n\u00ean coi ch\u00fang nh\u01b0 nh\u1eefng trung gian kh\u00f4ng \u0111\u00e1ng tin c\u1eady cho \u0111\u1ebfn khi vi\u1ec7c x\u00e1c minh t\u00ednh to\u00e0n v\u1eb9n tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n tr\u00ean to\u00e0n b\u1ed9 ng\u0103n x\u1ebfp. C\u00e1c bi\u1ec7n ph\u00e1p ph\u00f2ng th\u1ee7 m\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u1ec1 xu\u1ea5t hi\u1ec7n \u0111\u00e3 t\u1ed3n t\u1ea1i. V\u00e0 c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng c\u0169ng v\u1eady.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>M\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi tr\u00ean arxiv ph\u00e1t hi\u1ec7n 26 b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn API LLM ti\u00eam m\u00e3 \u0111\u1ed9c v\u00e0 r\u00fat c\u1ea1n v\u00ed ETH, h\u00e9 l\u1ed9 m\u1ed1i \u0111e d\u1ecda chu\u1ed7i cung \u1ee9ng ti\u1ec1m \u1ea9n b\u00ean trong c\u00e1c t\u00e1c nh\u00e2n l\u1eadp tr\u00ecnh AI. C\u00e1c c\u00f4ng c\u1ee5 l\u1eadp tr\u00ecnh AI m\u00e0 nh\u00e0 ph\u00e1t tri\u1ec3n tin d\u00f9ng h\u00e0ng ng\u00e0y c\u00f3 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":798,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[175,128],"tags":[],"class_list":["post-799","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-ai","category-crypto-scams"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>H\u1ec7 Th\u1ed1ng \u0110\u1ecbnh Tuy\u1ebfn LLM \u0110ang \u0102n C\u1eafp Ti\u1ec1n \u0110i\u1ec7n T\u1eed: \u0110\u00e2y L\u00e0 \u0110i\u1ec1u Nghi\u00ean C\u1ee9u T\u00ecm Th\u1ea5y - Vietnam Live Bitcoin News<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/global.livebitcoinnews.com\/vi\/2026\/04\/14\/he-thong-dinh-tuyen-llm-dang-an-cap-tien-dien-tu-day-la-dieu-nghien-cuu-tim-thay\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"H\u1ec7 Th\u1ed1ng \u0110\u1ecbnh Tuy\u1ebfn LLM \u0110ang \u0102n C\u1eafp Ti\u1ec1n \u0110i\u1ec7n T\u1eed: \u0110\u00e2y L\u00e0 \u0110i\u1ec1u Nghi\u00ean C\u1ee9u T\u00ecm Th\u1ea5y - Vietnam Live Bitcoin News\" \/>\n<meta property=\"og:description\" content=\"M\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi tr\u00ean arxiv ph\u00e1t hi\u1ec7n 26 b\u1ed9 \u0111\u1ecbnh tuy\u1ebfn API LLM ti\u00eam m\u00e3 \u0111\u1ed9c v\u00e0 r\u00fat c\u1ea1n v\u00ed ETH, h\u00e9 l\u1ed9 m\u1ed1i \u0111e d\u1ecda chu\u1ed7i cung \u1ee9ng ti\u1ec1m \u1ea9n b\u00ean trong c\u00e1c t\u00e1c nh\u00e2n l\u1eadp tr\u00ecnh AI. 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