{"id":84451,"date":"2024-01-01T07:41:41","date_gmt":"2024-01-01T06:41:41","guid":{"rendered":"https:\/\/intercoaching.fr\/exploration-des-risques-lies-aux-ia-basees-sur-les-grands-modeles-de-langage-plongee-dans-le-cote-obscur-de-la-computation-linguistique\/"},"modified":"2024-01-01T07:41:41","modified_gmt":"2024-01-01T06:41:41","slug":"exploration-des-risques-lies-aux-ia-basees-sur-les-grands-modeles-de-langage-plongee-dans-le-cote-obscur-de-la-computation-linguistique","status":"publish","type":"post","link":"https:\/\/intercoaching.fr\/fr_be\/exploration-des-risques-lies-aux-ia-basees-sur-les-grands-modeles-de-langage-plongee-dans-le-cote-obscur-de-la-computation-linguistique\/","title":{"rendered":"Exploration des risques li\u00e9s aux IA bas\u00e9es sur les grands mod\u00e8les de langage : plong\u00e9e dans le c\u00f4t\u00e9 obscur de la computation linguistique"},"content":{"rendered":"<h2 class=\"wp-block-heading\">L\u2019examen des p\u00e9rils associ\u00e9s aux mod\u00e8les de langage de grande envergure<\/h2>\n\n\n<p class=\"wp-block-paragraph\">Les mod\u00e8les de langage d\u00e9velopp\u00e9s pour l\u2019intelligence artificielle pr\u00e9sentent toujours des vuln\u00e9rabilit\u00e9s quant \u00e0 leur utilisation dans des contextes mal intentionn\u00e9s.<\/p>\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\">\n<div class=\"wp-block-embed__wrapper\">\n<iframe title=\"LES 5 RISQUES LIES AU CONTROLE INTERNE\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube-nocookie.com\/embed\/7HVdCMB73h0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div>\n<\/figure>\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"fr\" dir=\"ltr\">Et j\u2019ai discut\u00e9 les grands d\u00e9fis pos\u00e9s par l\u2019utilisation de <a href=\"https:\/\/twitter.com\/hashtag\/ChatGPT?src=hash&amp;ref_src=twsrc%5Etfw\">#ChatGPT<\/a> par les \u00e9l\u00e8ves pour faire leurs devoirs, et pr\u00e9sent\u00e9 la s\u00e9rie p\u00e9dagogique \u00ab\u00a0ChatGPT en 5 minutes\u00a0\u00bb pour contribuer \u00e0 leur litt\u00e9ratie <a href=\"https:\/\/twitter.com\/hashtag\/IA?src=hash&amp;ref_src=twsrc%5Etfw\">#IA<\/a> g\u00e9n\u00e9rative:<a href=\"https:\/\/t.co\/ed1MrPLW6g\">https:\/\/t.co\/ed1MrPLW6g<\/a><\/p>\u2014 Pierre-Yves Oudeyer (@pyoudeyer) <a href=\"https:\/\/twitter.com\/pyoudeyer\/status\/1727719742855634980?ref_src=twsrc%5Etfw\">November 23, 2023<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n<h3 class=\"wp-block-heading\">La vuln\u00e9rabilit\u00e9 aux exploitations malicieuses<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Les progr\u00e8s r\u00e9alis\u00e9s dans le domaine de l\u2019intelligence artificielle ne laissent pas indiff\u00e9rent: ils repr\u00e9sentent un progr\u00e8s pour certains et une source de pr\u00e9occupations pour d\u2019autres. Les mod\u00e8les de langage de grande envergure (LLM), comme toutes les technologies, peuvent \u00eatre exploit\u00e9s \u00e0 bon ou mauvais escient. Les avanc\u00e9es technologiques ont facilit\u00e9 l\u2019\u00e9laboration d\u2019attaques de type hame\u00e7onnage, davantage cibl\u00e9es et sophistiqu\u00e9es. Les travaux men\u00e9s par Julian Hazell en mati\u00e8re de cyber-s\u00e9curit\u00e9 l\u2019ont prouv\u00e9, d\u00e9montrant que des contenus frauduleux cr\u00e9\u00e9s par des outils tels que ChatGPT peuvent se r\u00e9v\u00e9ler dangereusement convaincants.<\/p>\n\n\n<p class=\"wp-block-paragraph\">Des experts du MIT ont par ailleurs mis en lumi\u00e8re la facilit\u00e9 avec laquelle ces mod\u00e8les pourraient contribuer \u00e0 la cr\u00e9ation d\u2019agents biologiques nuisibles. Les LLM peuvent par erreur int\u00e9grer des donn\u00e9es confidentielles dans leurs bases de connaissances, et celles-ci peuvent se retrouver expos\u00e9es si des demandes sp\u00e9cifiques sont adress\u00e9es aux assistants virtuels.<\/p>\n\n\n<h3 class=\"wp-block-heading\">Les risques d\u2019utilisation abusive en augmentation<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Depuis le lancement de ChatGPT, l\u2019usage des LLM s\u2019est \u00e9tendu, et avec lui, leur d\u00e9tournement par des individus mal intentionn\u00e9s. Des exemples comme ceux de FraudGPT et WormGPT, des mod\u00e8les sp\u00e9cialis\u00e9s dans la fraude, illustrent cette tendance inqui\u00e9tante. Il appara\u00eet que les entreprises \u00e0 l\u2019origine de ces mod\u00e8les, y compris OpenAI, n\u2019ont pas encore \u00e9labor\u00e9 de mesures pour emp\u00eacher leur utilisation \u00e0 des fins n\u00e9fastes. M\u00eame les syst\u00e8mes cens\u00e9s \u00eatre s\u00e9curis\u00e9s peuvent \u00eatre contourn\u00e9s relativement facilement et \u00e0 moindre co\u00fbt.<\/p>\n\n\n<h3 class=\"wp-block-heading\">Des solutions pour contrer le ph\u00e9nom\u00e8ne<\/h3>\n\n\n<ul class=\"wp-block-list\">\n\n<li>Ericom propose des solutions pour isoler les donn\u00e9es sensibles et les prot\u00e9ger de l\u2019exposition \u00e0 des IA potentiellement dangereuses.<\/li>\n\n\n<li>Menlo Security mise sur la s\u00e9curisation des navigateurs pour emp\u00eacher les expositions aux malwares et \u00e0 la perte de donn\u00e9es.<\/li>\n\n<\/ul>\n\n\n<p class=\"wp-block-paragraph\">Malgr\u00e9 les efforts de certains leaders du secteur tels que Google pour att\u00e9nuer ces vuln\u00e9rabilit\u00e9s, le manque de consensus au sein d\u2019OpenAI et la rapidit\u00e9 d\u2019\u00e9volution des mod\u00e8les de GPT rendent l\u2019\u00e9quilibre entre innovation et s\u00e9curisation particuli\u00e8rement difficile \u00e0 trouver et \u00e0 maintenir.<\/p>\n\n\n<p class=\"wp-block-paragraph\">En r\u00e9sum\u00e9, bien que l\u2019intelligence artificielle nous pr\u00e9sente un horizon technologique prometteur, ses d\u00e9veloppements r\u00e9cents nous confrontent \u00e0 une r\u00e9alit\u00e9 complexe et potentiellement dangereuse, n\u00e9cessitant une vigilance et une intervention s\u00e9curitaire accrues.<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-right kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;right&quot;,&quot;id&quot;:&quot;84451&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;Notez cet article&quot;,&quot;legend&quot;:&quot;0\\\/5 - (0 votes)&quot;,&quot;size&quot;:&quot;24&quot;,&quot;title&quot;:&quot;Exploration des risques li\u00e9s aux IA bas\u00e9es sur les grands mod\u00e8les de langage : plong\u00e9e dans le c\u00f4t\u00e9 obscur de la computation linguistique&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} - ({count} {votes})&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-right: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 24px; 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