{"id":454,"date":"2024-08-31T08:19:00","date_gmt":"2024-08-31T06:19:00","guid":{"rendered":"http:\/\/ai-biztonsag.hu\/?p=454"},"modified":"2024-08-27T16:12:44","modified_gmt":"2024-08-27T14:12:44","slug":"mesterseges-intelligencia-a-kiberbiztonsagban-kockazatok-es-lehetosegek","status":"publish","type":"post","link":"http:\/\/ai-biztonsag.hu\/?p=454","title":{"rendered":"Mesters\u00e9ges intelligencia a kiberbiztons\u00e1gban: Kock\u00e1zatok \u00e9s lehet\u0151s\u00e9gek"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Az inform\u00e1ci\u00f3biztons\u00e1g vil\u00e1ga folyamatosan v\u00e1ltozik, \u00e9s az olyan mesters\u00e9ges intelligencia (AI) eszk\u00f6z\u00f6k, mint a GPT-3 \u00e9s m\u00e1s nagy nyelvi modellek (LLM-ek), alapvet\u0151en \u00e1talak\u00edtj\u00e1k a technol\u00f3gi\u00e1val val\u00f3 interakci\u00f3t. Azonban, mik\u00f6zben ezek az eszk\u00f6z\u00f6k hatalmas potenci\u00e1lt k\u00edn\u00e1lnak, \u00faj kock\u00e1zatokat \u00e9s kih\u00edv\u00e1sokat is felvetnek. Az LLM-ek m\u0171k\u00f6d\u00e9s\u00e9nek meg\u00e9rt\u00e9se, a benn\u00fck rejl\u0151 sebezhet\u0151s\u00e9gek felismer\u00e9se, valamint az ezen sebezhet\u0151s\u00e9gek kihaszn\u00e1l\u00e1s\u00e1nak vagy megv\u00e9d\u00e9s\u00e9nek technik\u00e1i alapvet\u0151 fontoss\u00e1g\u00faak mindenki sz\u00e1m\u00e1ra, aki ma az inform\u00e1ci\u00f3biztons\u00e1g ter\u00fclet\u00e9n dolgozik.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>TL;DR:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Az AI modellek csak sz\u00f6veg el\u0151rejelz\u00e9s\u00e9re k\u00e9pesek, nem gondolkod\u00e1sra.<\/li>\n\n\n\n<li>Az AI v\u00e1laszainak igaz\u00edt\u00e1sa gyakran nem egyezik a felhaszn\u00e1l\u00f3 sz\u00e1nd\u00e9kaival.<\/li>\n\n\n\n<li>A prompt engineering seg\u00edts\u00e9g\u00e9vel pontosabb v\u00e1laszok \u00e9rhet\u0151k el, de k\u00f6r\u00fcltekint\u0151 vez\u00e9rl\u00e9st ig\u00e9nyel.<\/li>\n\n\n\n<li>A prompt injection t\u00e1mad\u00e1sokkal kihaszn\u00e1lhat\u00f3k az AI rendszerek gyenges\u00e9gei.<\/li>\n\n\n\n<li>Az AI alapoz\u00e1si probl\u00e9m\u00e1i (grounding issues) hallucin\u00e1ci\u00f3kat \u00e9s hib\u00e1s v\u00e1laszokat eredm\u00e9nyeznek.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"VulnerabilityGPT: Cybersecurity in the Age of LLM and AI\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/IV9BasOlcZ4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI: A sz\u00f6veg el\u0151rejelz\u00e9se, nem intelligencia<\/strong><br>Az AI modellek nem \u00e9rtik a koncepci\u00f3kat, csak szavakat j\u00f3solnak. Az olyan nagy nyelvi modellek, mint a GPT-3, \u00fagy m\u0171k\u00f6dnek, hogy a megadott kontextus alapj\u00e1n megj\u00f3solj\u00e1k a k\u00f6vetkez\u0151 sz\u00f3t a sorozatban. A modellek hatalmas adathalmazokon tanulnak, amelyek seg\u00edtenek nekik mint\u00e1kat kialak\u00edtani, de ezek a modellek nem rendelkeznek val\u00f3di meg\u00e9rt\u00e9ssel vagy tudatoss\u00e1ggal.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Az AI el\u0151rejelz\u00e9si k\u00e9pess\u00e9gei csup\u00e1n bonyolult sz\u00f6veg\u00f6sszef\u00fcgg\u00e9s-algoritmusok eredm\u00e9nyei, nem pedig t\u00e9nyleges intelligencia.<\/strong> Ez a korl\u00e1t kulcsfontoss\u00e1g\u00fa az AI k\u00e9pess\u00e9geinek \u00e9s vesz\u00e9lyeinek meg\u00e9rt\u00e9s\u00e9hez. Az AI \u00e1ltal gener\u00e1lt v\u00e1laszok emberinek t\u0171nhetnek, de csak val\u00f3sz\u00edn\u0171s\u00e9gi alapon v\u00e1lasztj\u00e1k ki a k\u00f6vetkez\u0151 sz\u00f3t.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Az igaz\u00edt\u00e1si probl\u00e9ma: Kinek az \u00e9rdeke sz\u00e1m\u00edt?<\/strong><br>Az AI v\u00e1laszai a k\u00e9sz\u00edt\u0151k c\u00e9ljaihoz igazodnak, nem felt\u00e9tlen\u00fcl a felhaszn\u00e1l\u00f3khoz. Az igaz\u00edt\u00e1si probl\u00e9ma (alignment problem) az AI kimeneteinek azonoss\u00e1g\u00e1t jelenti a k\u00e9sz\u00edt\u0151k sz\u00e1nd\u00e9kaival, amelyek gyakran elt\u00e9rhetnek a felhaszn\u00e1l\u00f3k c\u00e9ljait\u00f3l. P\u00e9ld\u00e1ul, ha egy felhaszn\u00e1l\u00f3 megk\u00e9rdezn\u00e9 az AI-t, hogyan k\u00e9sz\u00edthet bomb\u00e1t, egy ilyen v\u00e1lasz megfelelne a felhaszn\u00e1l\u00f3 sz\u00e1nd\u00e9kainak, de katasztrof\u00e1lis lenne a k\u00e9sz\u00edt\u0151k sz\u00e1m\u00e1ra.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>A v\u00e1llalatok, mint a Microsoft \u00e9s az OpenAI, v\u00e9delmi korl\u00e1tokat \u00e1ll\u00edtanak az AI rendszerek k\u00f6r\u00e9, hogy megakad\u00e1lyozz\u00e1k az ilyen igaz\u00edt\u00e1si probl\u00e9m\u00e1kat.<\/strong> Ezek a korl\u00e1tok a k\u00e9sz\u00edt\u0151k \u00e9rdekeit v\u00e9dik, gyakran korl\u00e1tozva az AI funkcionalit\u00e1s\u00e1t a biztons\u00e1gos \u00e9s etikus haszn\u00e1lat \u00e9rdek\u00e9ben.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Grounding: Megold\u00e1s az AI hallucin\u00e1ci\u00f3ira<\/strong><br>Az AI hallucin\u00e1ci\u00f3k akkor fordulnak el\u0151, amikor a modell helytelen vagy \u00e9rtelmetlen inform\u00e1ci\u00f3kat gener\u00e1l. Ezek a hib\u00e1k az\u00e9rt t\u00f6rt\u00e9nnek, mert az AI nem rendelkezik val\u00f3di vil\u00e1gismerettel. P\u00e9ld\u00e1ul, ha megk\u00e9rj\u00fck az AI-t, hogy adjon meg Twitter k\u00f6vet\u00e9si statisztik\u00e1kat, az esetleg kital\u00e1lja a sz\u00e1mokat, mivel nem f\u00e9r hozz\u00e1 val\u00f3s idej\u0171 adatokhoz.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Az AI modellek az alapoz\u00e1si technik\u00e1kat (grounding) haszn\u00e1lj\u00e1k a hallucin\u00e1ci\u00f3k cs\u00f6kkent\u00e9s\u00e9re.<\/strong> Az alapoz\u00e1s sor\u00e1n az AI k\u00fcls\u0151 adatforr\u00e1sokat kap, hogy jav\u00edtsa a pontoss\u00e1got. P\u00e9ld\u00e1ul a Bing val\u00f3s idej\u0171 keres\u00e9si adatokat haszn\u00e1l v\u00e1laszai al\u00e1t\u00e1maszt\u00e1s\u00e1ra, b\u00e1r ez a m\u00f3dszer sem teljesen megb\u00edzhat\u00f3.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Prompt Engineering: Hogyan hozzuk ki a legjobbat az AI-b\u00f3l<\/strong><br>Az AI hat\u00e9kony haszn\u00e1lata megk\u00f6veteli a prompt engineering alkalmaz\u00e1s\u00e1t, amely gondosan megfogalmazott bemeneteket jelent, amelyek ir\u00e1ny\u00edtj\u00e1k az AI kimenet\u00e9t. A megfelel\u0151 kontextus \u00e9s utas\u00edt\u00e1sok megad\u00e1s\u00e1val a felhaszn\u00e1l\u00f3k kihaszn\u00e1lhatj\u00e1k az AI-t, hogy bonyolult feladatokat hajtson v\u00e9gre, p\u00e9ld\u00e1ul k\u00f3dot gener\u00e1ljon vagy r\u00e9szletes blogbejegyz\u00e9seket \u00edrjon.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>A prompt engineering sikere azon m\u00falik, mennyire j\u00f3l igazodik a prompt a k\u00edv\u00e1nt eredm\u00e9nyhez.<\/strong> Ez gyakran visszajelz\u00e9st ig\u00e9nyel az AI fel\u00e9, lehet\u0151v\u00e9 t\u00e9ve, hogy jav\u00edtsa \u00e9s finom\u00edtsa v\u00e1laszait.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Prompt Injection t\u00e1mad\u00e1sok: Egy \u00faj fenyeget\u00e9s<\/strong><br>Az AI rendszerek sebezhet\u0151ek a prompt injection t\u00e1mad\u00e1sokkal szemben, ahol rosszindulat\u00fa bemenetek manipul\u00e1lj\u00e1k az AI kimenet\u00e9t. P\u00e9ld\u00e1ul egy t\u00e1mad\u00f3 becsaphatja az AI-t, hogy \u00e1rtalmas tartalmat gener\u00e1ljon, vagy megker\u00fclje a biztons\u00e1gi int\u00e9zked\u00e9seket gondosan megfogalmazott bemenetekkel.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Az ilyen t\u00e1mad\u00e1sok r\u00e1vil\u00e1g\u00edtanak az er\u0151s AI biztons\u00e1gi int\u00e9zked\u00e9sek sz\u00fcks\u00e9gess\u00e9g\u00e9re, bele\u00e9rtve a bemenetek \u00e9s kimenetek szigor\u00fa ellen\u0151rz\u00e9s\u00e9t, hogy elker\u00fclj\u00e9k a nem k\u00edv\u00e1nt k\u00f6vetkezm\u00e9nyeket.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>K\u00f6vetkeztet\u00e9s<\/strong><br>Az AI \u00e9s a nagy nyelvi modellek hatalmas lehet\u0151s\u00e9geket k\u00edn\u00e1lnak, de komoly inform\u00e1ci\u00f3biztons\u00e1gi kih\u00edv\u00e1sokat is felvetnek. Az ezen rendszerek m\u0171k\u00f6d\u00e9s\u00e9nek, kock\u00e1zatainak meg\u00e9rt\u00e9se \u00e9s a v\u00e9dekez\u00e9si technik\u00e1k ismerete elengedhetetlen minden technol\u00f3giai szakember sz\u00e1m\u00e1ra. Az AI \u00e9let\u00fcnkbe val\u00f3 integr\u00e1l\u00e1s\u00e1val elengedhetetlen, hogy megtanuljuk helyesen k\u00e9rdezni, megv\u00e9deni a sebezhet\u0151s\u00e9geket \u00e9s biztos\u00edtani az etikus haszn\u00e1latot, hogy az AI val\u00f3di potenci\u00e1lj\u00e1t biztons\u00e1gosan kiakn\u00e1zzuk.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Az inform\u00e1ci\u00f3biztons\u00e1g vil\u00e1ga folyamatosan v\u00e1ltozik, \u00e9s az olyan mesters\u00e9ges intelligencia (AI) eszk\u00f6z\u00f6k, mint a GPT-3 \u00e9s m\u00e1s nagy nyelvi modellek (LLM-ek), alapvet\u0151en \u00e1talak\u00edtj\u00e1k a technol\u00f3gi\u00e1val val\u00f3 interakci\u00f3t. Azonban, mik\u00f6zben ezek az eszk\u00f6z\u00f6k hatalmas potenci\u00e1lt k\u00edn\u00e1lnak, \u00faj kock\u00e1zatokat \u00e9s kih\u00edv\u00e1sokat is felvetnek. Az LLM-ek m\u0171k\u00f6d\u00e9s\u00e9nek meg\u00e9rt\u00e9se, a benn\u00fck rejl\u0151 sebezhet\u0151s\u00e9gek felismer\u00e9se, valamint az ezen sebezhet\u0151s\u00e9gek kihaszn\u00e1l\u00e1s\u00e1nak &#8230; <a title=\"Mesters\u00e9ges intelligencia a kiberbiztons\u00e1gban: Kock\u00e1zatok \u00e9s lehet\u0151s\u00e9gek\" class=\"read-more\" href=\"http:\/\/ai-biztonsag.hu\/?p=454\" aria-label=\"Read more about Mesters\u00e9ges intelligencia a kiberbiztons\u00e1gban: Kock\u00e1zatok \u00e9s lehet\u0151s\u00e9gek\">Olvass tov\u00e1bb<\/a><\/p>\n","protected":false},"author":1,"featured_media":460,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_sas_skip_auto_schedule":false,"_sas_force_auto_schedule":false,"footnotes":""},"categories":[1],"tags":[157,5,277,275,274,11,276,279,234,280,278,83,271,7,273,272,131],"series":[],"class_list":["post-454","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kiberbiztonsag","tag-adatbiztonsag","tag-ai","tag-ai-igazitas","tag-ai-korlat","tag-ai-tamadas","tag-algoritmus","tag-alignment-problem","tag-biztonsagi-kockazat","tag-digitalis-vedelem","tag-gpt-3","tag-hallucinacio","tag-kiberbiztonsag","tag-llm","tag-mesterseges-intelligencia","tag-prompt-engineering","tag-prompt-injection","tag-sebezhetoseg"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Mesters\u00e9ges intelligencia a kiberbiztons\u00e1gban: Kock\u00e1zatok \u00e9s lehet\u0151s\u00e9gek - AI &amp; biztons\u00e1g<\/title>\n<meta name=\"description\" content=\"Az AI \u00e9s LLM-ek \u00faj sebezhet\u0151s\u00e9geket hoznak a kiberbiztons\u00e1gban. 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