{"id":4172,"date":"2024-03-28T15:35:59","date_gmt":"2024-03-28T14:35:59","guid":{"rendered":"http:\/\/pclos.janu.hu\/?p=4172"},"modified":"2024-03-28T15:35:59","modified_gmt":"2024-03-28T14:35:59","slug":"az-ai-kiberbiztonsagi-hasznalatanak-viszonyitasi-alapja","status":"publish","type":"post","link":"http:\/\/pclos.janu.hu\/?p=4172","title":{"rendered":"Az AI kiberbiztons\u00e1gi haszn\u00e1lat\u00e1nak viszony\u00edt\u00e1si alapja"},"content":{"rendered":"<p><span style=\"text-decoration: underline;\">\u00cdrta<\/span>: Ulrich Bantle<br \/>\nLinux Magazine online &#8211; 2024. m\u00e1rcius 28<\/p>\n<p>A nagy nyelvi modellek g\u00e9pi tanul\u00e1si (LLM) technol\u00f3gi\u00e1ja rohamosan terjed, \u00e9s m\u00e1r t\u00f6bb, egym\u00e1ssal verseng\u0151 ny\u00edlt forr\u00e1sk\u00f3d\u00fa \u00e9s szabadalmaztatott architekt\u00fara is el\u00e9rhet\u0151 \u2013 \u00edrja a <span style=\"color: #008080;\"><strong>Sophos<\/strong><\/span>.<!--more--><\/p>\n<p style=\"text-align: justify;\">De hogyan lehet meghat\u00e1rozni, hogy egy adott g\u00e9pi tanul\u00e1si probl\u00e9m\u00e1hoz melyik modell a legjobb? A <span style=\"color: #008080;\"><strong>SophosAI<\/strong><\/span> sz\u00e1mos m\u00f3dot felt\u00e1rt az LLM-ek kiberbiztons\u00e1ggal kapcsolatos feladatokban val\u00f3 haszn\u00e1lat\u00e1ra.<\/p>\n<p style=\"text-align: justify;\">A modell kiv\u00e1laszt\u00e1s\u00e1nak m\u00f3dszerek\u00e9nt a <span style=\"color: #008080;\"><strong>Sophos<\/strong><\/span> benchmark feladatokat hozott l\u00e9tre, amelyek c\u00e9lja a modell k\u00e9pess\u00e9geinek egyszer\u0171 \u00e9s gyors felm\u00e9r\u00e9se.<\/p>\n<p>Mivel el\u0151fordulhat, hogy a biztons\u00e1gi szak\u00e9rtelmet \u00e9rint\u0151en a modellek k\u00f6z\u00f6tt nincsenek k\u00fcl\u00f6nbs\u00e9gek, amelyek az \u00e1ltal\u00e1nos\u00edt\u00e1s \u00fatj\u00e1n betan\u00edtott adatokb\u00f3l sz\u00e1rmaznak, a SophosAI csapata h\u00e1rom \u00faj benchmarkot hozott l\u00e9tre:<\/p>\n<ol>\n<li style=\"text-align: justify;\">Az LLM incidensvizsg\u00e1lati asszisztensk\u00e9nt m\u0171k\u00f6dik a term\u00e9szetes nyelv\u0171 telemetriai k\u00e9rd\u00e9sek SQL-utas\u00edt\u00e1sokk\u00e1 alak\u00edt\u00e1s\u00e1val.<\/li>\n<li style=\"text-align: justify;\">Az LLM incidens-\u00f6sszefoglal\u00f3kat \u00e1ll\u00edt el\u0151 a Security Operations Center (SOC) adataib\u00f3l.<\/li>\n<li style=\"text-align: justify;\">Az LLM felm\u00e9ri az incidens s\u00falyoss\u00e1g\u00e1t.<\/li>\n<\/ol>\n<p style=\"text-align: justify;\">A <span style=\"color: #008080;\"><strong>Sophos<\/strong><\/span> AI csapata \u00f6sszesen 14 modellt v\u00e1lasztott ki olyan krit\u00e9riumok alapj\u00e1n, mint a modell m\u00e9rete, n\u00e9pszer\u0171s\u00e9ge, kontextusm\u00e9rete \u00e9s frissess\u00e9ge, \u00e9s tesztelte \u0151ket a benchmarkok seg\u00edts\u00e9g\u00e9vel \u2013 bele\u00e9rtve a Meta, az Amazon Titan Large \u00e9s term\u00e9szetesen a LlaMa2 \u00e9s CodeLlaMa modellek k\u00fcl\u00f6nb\u00f6z\u0151 m\u00e9ret\u0171 v\u00e1ltozatait, tov\u00e1bb\u00e1 az ipar\u00e1gvezet\u0151 GPT-4-et is. Az OpenAI eszk\u00f6z egy\u00e9rtelm\u0171en az els\u0151 k\u00e9t feladatban mutatta a legjobb teljes\u00edtm\u00e9nyt. \u00c9rdekes m\u00f3don a legut\u00f3bbi benchmark sor\u00e1n egyik modell sem teljes\u00edtett el\u00e9g pontosan ahhoz, hogy az incidens s\u00falyoss\u00e1g\u00e1t jobb kateg\u00f3ri\u00e1ba sorolja, mint a v\u00e9letlenszer\u0171 kiv\u00e1laszt\u00e1s. <a href=\"https:\/\/news.sophos.com\/en-us\/2024\/03\/18\/benchmarking-the-security-capabilities-of-large-language-models\/\" target=\"_blank\" rel=\"noopener\">Ez a blogbejegyz\u00e9s<\/a> minden r\u00e9szletet tartalmaz a benchmark-ok m\u00f3dszereir\u0151l \u00e9s eredm\u00e9nyeir\u0151l.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00cdrta: Ulrich Bantle Linux Magazine online &#8211; 2024. m\u00e1rcius 28 A nagy nyelvi modellek g\u00e9pi tanul\u00e1si (LLM) technol\u00f3gi\u00e1ja rohamosan terjed, \u00e9s m\u00e1r t\u00f6bb, egym\u00e1ssal verseng\u0151 ny\u00edlt forr\u00e1sk\u00f3d\u00fa \u00e9s szabadalmaztatott architekt\u00fara is el\u00e9rhet\u0151 \u2013 \u00edrja a Sophos.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[51],"tags":[407,415],"class_list":["post-4172","post","type-post","status-publish","format-standard","hentry","category-egyeb-irasok","tag-407","tag-openai"],"_links":{"self":[{"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=\/wp\/v2\/posts\/4172","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4172"}],"version-history":[{"count":1,"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=\/wp\/v2\/posts\/4172\/revisions"}],"predecessor-version":[{"id":4173,"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=\/wp\/v2\/posts\/4172\/revisions\/4173"}],"wp:attachment":[{"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4172"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4172"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/pclos.janu.hu\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4172"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}