{"id":10589,"date":"2024-03-08T13:34:19","date_gmt":"2024-03-08T13:34:19","guid":{"rendered":"https:\/\/dailyai.com\/?p=10589"},"modified":"2024-03-08T13:34:19","modified_gmt":"2024-03-08T13:34:19","slug":"researchers-jailbreak-llms-by-using-ascii-art-in-prompts","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2024\/03\/researchers-jailbreak-llms-by-using-ascii-art-in-prompts\/","title":{"rendered":"I ricercatori hanno effettuato il jailbreak degli LLM utilizzando l'arte ASCII nei messaggi."},"content":{"rendered":"

I ricercatori hanno sviluppato un attacco di jailbreak chiamato ArtPrompt, che utilizza arte ASCII per aggirare i guardrail di un LLM.<\/strong><\/p>\n

Se ricordate i tempi in cui i computer non erano in grado di gestire la grafica, probabilmente conoscete l'arte ASCII. Un carattere ASCII \u00e8 fondamentalmente una lettera, un numero, un simbolo o un segno di punteggiatura che un computer pu\u00f2 comprendere. L'arte ASCII viene creata disponendo questi caratteri in forme diverse.<\/p>\n

I ricercatori dell'Universit\u00e0 di Washington, della Western Washington University e dell'Universit\u00e0 di Chicago ha pubblicato un documento<\/a> che mostra come hanno usato l'arte ASCII per introdurre parole normalmente tab\u00f9 nei loro messaggi.<\/p>\n

Se chiedete a un LLM di spiegarvi come si costruisce una bomba, il suo sistema di protezione entra in azione e si rifiuta di aiutarvi. I ricercatori hanno scoperto che se si sostituisce la parola \"bomba\" con una rappresentazione visiva della parola in arte ASCII, il LLM \u00e8 felice di aiutarvi.<\/p>\n

\"\"
Un esempio di come l'arte ASCII della parola \"bomba\" viene iniettata in un prompt. Fonte: arXiv<\/figcaption><\/figure>\n

Hanno testato il metodo su GPT-3.5, GPT-4, Gemini, Claude e Llama2 e ognuno degli LLM \u00e8 risultato suscettibile al metodo jailbreak<\/a> metodo.<\/p>\n

I metodi di allineamento della sicurezza LLM si concentrano sulla semantica del linguaggio naturale per decidere se un prompt \u00e8 sicuro o meno. Il metodo di jailbreak ArtPrompt evidenzia le carenze di questo approccio.<\/p>\n

Con i modelli multimodali, gli sviluppatori si sono occupati soprattutto dei prompt che tentano di insinuare messaggi non sicuri incorporati nelle immagini. ArtPrompt dimostra che i modelli puramente linguistici sono suscettibili di attacchi che vanno oltre la semantica delle parole contenute nel prompt.<\/p>\n

Quando il LLM \u00e8 cos\u00ec concentrato sul compito di riconoscere la parola raffigurata nell'arte ASCII, spesso dimentica di segnalare la parola incriminata una volta che l'ha individuata.<\/p>\n

Ecco un esempio di come viene costruito il prompt in ArtPrompt.<\/p>\n

\"\"
Il prompt completo che illustra come ArtPrompt dirige il LLM ad analizzare l'arte ASCII. Fonte: arXiv<\/figcaption><\/figure>\n

Il documento non spiega esattamente come un LLM privo di abilit\u00e0 multimodali sia in grado di decifrare le lettere rappresentate dai caratteri ASCII. Ma funziona.<\/p>\n

In risposta alla richiesta di cui sopra, GPT-4 \u00e8 stato ben lieto di fornire una risposta dettagliata che illustra come sfruttare al meglio il denaro contraffatto.<\/p>\n

Non solo questo approccio viola tutti e 5 i modelli testati, ma i ricercatori suggeriscono che l'approccio potrebbe addirittura confondere i modelli multimodali che potrebbero elaborare l'arte ASCII come testo.<\/p>\n

I ricercatori hanno sviluppato un benchmark chiamato Vision-in-Text Challenge (VITC) per valutare le capacit\u00e0 dei LLM in risposta a richieste come ArtPrompt. I risultati del benchmark hanno indicato che Llama2 era il meno vulnerabile, mentre Gemini Pro e GPT-3.5 erano i pi\u00f9 facili da jailbreakare.<\/p>\n

I ricercatori hanno pubblicato le loro scoperte sperando che gli sviluppatori trovino un modo per correggere la vulnerabilit\u00e0. Se qualcosa di cos\u00ec casuale come l'arte ASCII ha potuto violare le difese di un laureato, c'\u00e8 da chiedersi quanti attacchi non pubblicati siano utilizzati da persone con interessi non proprio accademici.<\/p>","protected":false},"excerpt":{"rendered":"

I ricercatori hanno sviluppato un attacco di jailbreak chiamato ArtPrompt, che utilizza l'arte ASCII per aggirare le protezioni di un LLM. Se ricordate i tempi in cui i computer non erano in grado di gestire la grafica, probabilmente conoscete l'arte ASCII. Un carattere ASCII \u00e8 fondamentalmente una lettera, un numero, un simbolo o un segno di punteggiatura che un computer pu\u00f2 comprendere. L'arte ASCII viene creata disponendo questi caratteri in forme diverse. I ricercatori dell'Universit\u00e0 di Washington, della Western Washington University e dell'Universit\u00e0 di Chicago hanno pubblicato un documento in cui mostrano come hanno utilizzato l'arte ASCII per introdurre parole normalmente tab\u00f9 nei loro messaggi. Se chiedete a un laureato in legge di spiegarvi come si costruisce una bomba,<\/p>","protected":false},"author":6,"featured_media":10595,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[163,118],"class_list":["post-10589","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-risks","tag-llms"],"yoast_head":"\n\u200b\u200bResearchers jailbreak LLMs by using ASCII art in prompts | 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\/03\/researchers-jailbreak-llms-by-using-ascii-art-in-prompts\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u200b\u200bResearchers jailbreak LLMs by using ASCII art in prompts | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Researchers developed a jailbreak attack called ArtPrompt, which uses ASCII art to bypass an LLM\u2019s guardrails. 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