{"id":11705,"date":"2024-04-24T08:20:50","date_gmt":"2024-04-24T08:20:50","guid":{"rendered":"https:\/\/dailyai.com\/?p=11705"},"modified":"2024-04-24T08:20:50","modified_gmt":"2024-04-24T08:20:50","slug":"llm-agents-can-autonomously-exploit-one-day-vulnerabilities","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2024\/04\/llm-agents-can-autonomously-exploit-one-day-vulnerabilities\/","title":{"rendered":"Gli agenti LLM possono sfruttare autonomamente le vulnerabilit\u00e0 di un giorno"},"content":{"rendered":"<p><strong>I ricercatori dell'Universit\u00e0 dell'Illinois Urbana-Champaign (UIUC) hanno scoperto che gli agenti AI alimentati da GPT-4 possono sfruttare autonomamente le vulnerabilit\u00e0 della sicurezza informatica.<\/strong><\/p>\n<p>Man mano che i modelli di intelligenza artificiale diventano pi\u00f9 potenti, la loro natura a doppio uso offre un potenziale di bene e di male in egual misura. I modelli di intelligenza artificiale come il GPT-4 sono sempre pi\u00f9 utilizzati per commettere crimini informatici, con <a href=\"https:\/\/dailyai.com\/it\/2023\/11\/googles-cybersecurity-forecast-sees-ai-playing-a-big-role\/\">Previsioni di Google<\/a> che l'intelligenza artificiale svolger\u00e0 un ruolo importante nel commettere e prevenire questi attacchi.<\/p>\n<p>La minaccia di <a href=\"https:\/\/dailyai.com\/it\/2023\/08\/fraudgpt-and-the-rise-of-new-ai-powered-cybercrime-tools\/\">Crimine informatico alimentato dall'intelligenza artificiale<\/a> \u00e8 stato elevato in quanto i LLM vanno oltre le semplici interazioni di richiesta-risposta e agiscono come agenti AI autonomi.<\/p>\n<p>In <a href=\"https:\/\/arxiv.org\/pdf\/2404.08144.pdf\" target=\"_blank\" rel=\"noopener\">la loro carta<\/a>I ricercatori hanno spiegato come hanno testato la capacit\u00e0 degli agenti di intelligenza artificiale di sfruttare le vulnerabilit\u00e0 \"one-day\" identificate.<\/p>\n<p>Una vulnerabilit\u00e0 di un giorno \u00e8 una falla di sicurezza in un sistema software che \u00e8 stata ufficialmente identificata e divulgata al pubblico, ma che non \u00e8 ancora stata risolta o patchata dai creatori del software.<\/p>\n<p>Durante questo periodo, il software rimane vulnerabile e i malintenzionati con le competenze adeguate possono approfittarne.<\/p>\n<p>Quando viene identificata una vulnerabilit\u00e0 di un giorno, questa viene descritta in dettaglio utilizzando lo standard Common Vulnerabilities and Exposures, o CVE. Il CVE dovrebbe evidenziare le specifiche vulnerabilit\u00e0 da correggere, ma anche far sapere ai malintenzionati dove sono le lacune di sicurezza.<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Abbiamo dimostrato che gli agenti LLM sono in grado di hackerare autonomamente siti web finti, ma possono sfruttare le vulnerabilit\u00e0 del mondo reale?<\/p>\n<p>Dimostriamo che il GPT-4 \u00e8 in grado di eseguire exploit nel mondo reale, laddove altri modelli e scanner di vulnerabilit\u00e0 open-source falliscono.<\/p>\n<p>Carta: <a href=\"https:\/\/t.co\/utbmMdYfmu\">https:\/\/t.co\/utbmMdYfmu<\/a><\/p>\n<p>1\/7 <a href=\"https:\/\/t.co\/SAhdvZc8le\">https:\/\/t.co\/SAhdvZc8le<\/a><\/p>\n<p>- Daniel Kang (@daniel_d_kang) <a href=\"https:\/\/twitter.com\/daniel_d_kang\/status\/1780294662017671669?ref_src=twsrc%5Etfw\">16 aprile 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<h2>L'esperimento<\/h2>\n<p>I ricercatori hanno creato agenti AI basati su GPT-4, GPT-3.5 e altri 8 LLM open-source.<\/p>\n<p>Hanno dato agli agenti l'accesso agli strumenti, alle descrizioni CVE e all'uso del framework per agenti ReAct. Il framework ReAct colma il divario per consentire all'LLM di interagire con altri software e sistemi.<\/p>\n<figure id=\"attachment_11706\" aria-describedby=\"caption-attachment-11706\" style=\"width: 1266px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-11706 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-cybersecurity-exploit-agent.png\" alt=\"\" width=\"1266\" height=\"490\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-cybersecurity-exploit-agent.png 1266w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-cybersecurity-exploit-agent-300x116.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-cybersecurity-exploit-agent-1024x396.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-cybersecurity-exploit-agent-768x297.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-cybersecurity-exploit-agent-18x7.png 18w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-cybersecurity-exploit-agent-60x23.png 60w\" sizes=\"auto, (max-width: 1266px) 100vw, 1266px\" \/><figcaption id=\"caption-attachment-11706\" class=\"wp-caption-text\">Schema di sistema dell'agente LLM. Fonte: arXiv<\/figcaption><\/figure>\n<p>I ricercatori hanno creato un set di riferimento di 15 vulnerabilit\u00e0 reali di un giorno e hanno dato agli agenti l'obiettivo di tentare di sfruttarle autonomamente.<\/p>\n<p>GPT-3.5 e i modelli open-source hanno tutti fallito in questi tentativi, ma GPT-4 ha sfruttato con successo 87% delle vulnerabilit\u00e0 di un giorno.<\/p>\n<p>Dopo aver rimosso la descrizione CVE, la percentuale di successo \u00e8 scesa da 87% a 7%. Ci\u00f2 suggerisce che GPT-4 \u00e8 in grado di sfruttare le vulnerabilit\u00e0 una volta che gli vengono forniti i dettagli CVE, ma non \u00e8 molto bravo a identificare le vulnerabilit\u00e0 senza questa guida.<\/p>\n<h2>Implicazioni<\/h2>\n<p>La criminalit\u00e0 informatica e l'hacking richiedevano competenze particolari, ma l'intelligenza artificiale sta abbassando il livello. I ricercatori hanno dichiarato che la creazione del loro agente AI ha richiesto solo 91 righe di codice.<\/p>\n<p>Con il progredire dei modelli di intelligenza artificiale, il livello di abilit\u00e0 richiesto per sfruttare le vulnerabilit\u00e0 della sicurezza informatica continuer\u00e0 a diminuire. Anche il costo per scalare questi attacchi autonomi continuer\u00e0 a diminuire.<\/p>\n<p>Quando i ricercatori hanno calcolato i costi delle API per il loro esperimento, il loro agente GPT-4 ha sostenuto $8,80 per exploit. Secondo le loro stime, l'utilizzo di un esperto di cybersicurezza con una tariffa di $50 all'ora equivarrebbe a $25 per exploit.<\/p>\n<p>Ci\u00f2 significa che l'uso di un agente LLM \u00e8 gi\u00e0 2,8 volte pi\u00f9 economico del lavoro umano e molto pi\u00f9 facile da scalare rispetto alla ricerca di esperti umani. Quando GPT-5 e altri LLM pi\u00f9 potenti saranno rilasciati, queste capacit\u00e0 e queste differenze di costo non potranno che aumentare.<\/p>\n<p>I ricercatori affermano che i loro risultati \"evidenziano la necessit\u00e0 per la comunit\u00e0 della cybersicurezza in generale e per i fornitori di LLM di riflettere attentamente su come integrare gli agenti LLM nelle misure difensive e sulla loro ampia diffusione\".<\/p>","protected":false},"excerpt":{"rendered":"<p>I ricercatori dell'Universit\u00e0 dell'Illinois Urbana-Champaign (UIUC) hanno scoperto che gli agenti di intelligenza artificiale alimentati da GPT-4 possono sfruttare autonomamente le vulnerabilit\u00e0 della sicurezza informatica. Man mano che i modelli di IA diventano pi\u00f9 potenti, la loro natura di doppio uso offre un potenziale di bene e di male in egual misura. I modelli di intelligenza artificiale come il GPT-4 sono sempre pi\u00f9 utilizzati per commettere crimini informatici e Google prevede che l'IA svolger\u00e0 un ruolo importante nel commettere e prevenire questi attacchi. La minaccia della criminalit\u00e0 informatica alimentata dall'intelligenza artificiale \u00e8 aumentata man mano che gli LLM vanno oltre le semplici interazioni di richiesta-risposta e agiscono come agenti AI autonomi. Nel loro articolo, i ricercatori hanno spiegato come hanno testato la capacit\u00e0 degli agenti di intelligenza artificiale di sfruttare<\/p>","protected":false},"author":6,"featured_media":11707,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[163,365,118],"class_list":["post-11705","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-risks","tag-cybersecurity","tag-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>LLM agents can autonomously exploit one-day vulnerabilities | DailyAI<\/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:\/\/dailyai.com\/it\/2024\/04\/llm-agents-can-autonomously-exploit-one-day-vulnerabilities\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"LLM agents can autonomously exploit one-day vulnerabilities | DailyAI\" \/>\n<meta property=\"og:description\" content=\"University of Illinois Urbana-Champaign (UIUC) researchers found that AI agents powered by GPT-4 can autonomously exploit cybersecurity vulnerabilities. As AI models become more powerful, their dual-use nature offers the potential for good and bad in equal measure. LLMs like GPT-4 are increasingly being used to commit cybercrime, with Google forecasting that AI will play a big role in committing and preventing these attacks. The threat of AI-powered cybercrime has been elevated as LLMs move beyond simple prompt-response interactions and act as autonomous AI agents. In their paper, the researchers explained how they tested the capability of AI agents to exploit\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/it\/2024\/04\/llm-agents-can-autonomously-exploit-one-day-vulnerabilities\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-24T08:20:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/AI-agent-cybersecurity-exploits.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1792\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" 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