{"id":452354,"date":"2024-05-29T18:34:55","date_gmt":"2024-05-29T16:34:55","guid":{"rendered":"https:\/\/www.eenewseurope.com\/?p=452354"},"modified":"2024-05-29T18:34:55","modified_gmt":"2024-05-29T16:34:55","slug":"intelligence-artificielle-embarquee-comment-mieux-securiser-les-systemes-industriels","status":"publish","type":"post","link":"https:\/\/www.ecinews.fr\/fr\/intelligence-artificielle-embarquee-comment-mieux-securiser-les-systemes-industriels\/","title":{"rendered":"Intelligence artificielle embarqu\u00e9e : comment mieux s\u00e9curiser les syst\u00e8mes industriels ?"},"content":{"rendered":"

\u200b\u200b\u200bPartenaire pendant trois ans du projet europ\u00e9en\u00a0InSecTT\u00a0sur la s\u00e9curit\u00e9 de l\u2019intelligence artificielle embarqu\u00e9e, le CEA-Leti a d\u00e9velopp\u00e9 des solutions in\u00e9dites pour authentifier des syst\u00e8mes intelligents et les prot\u00e9ger de certaines cyberattaques. Des avanc\u00e9es qui co\u00efncident avec la promulgation de l\u2019AI Act europ\u00e9en.<\/span><\/h3>\n

Une absence de r\u00e9gulation pour \u00e9valuer la robustesse de l’IA\u200b<\/strong><\/p>\n

L’AI Act constate le prodigieux essor de l’intelligence artificielle, qu’il s’agisse des IA g\u00e9n\u00e9ratives de type ChatGPT ou de l’IA embarqu\u00e9e (robots industriels, \u00e9quipements de production, automobile, domotique, smart cities\u2026). Il fixe des r\u00e8gles pour que cette vague d’innovations se conjugue avec la transparence, la gouvernance des donn\u00e9es et le respect des droits fondamentaux.\u00a0<\/p>\n

L’IA pourra ainsi \u00eatre proscrite pour des applications dont les risques sont consid\u00e9r\u00e9s comme inacceptables, par exemple l’identification biom\u00e9trique \u00e0 distance dans les espaces publics. Le texte ouvre aussi la voie \u00e0 de futurs sch\u00e9mas de certification associ\u00e9s \u00e0 la suret\u00e9 et la s\u00e9curit\u00e9 des syst\u00e8mes d’IA.\u00a0Toutefois, il n’existe \u00e0 ce jour ni protocole, ni standard, ni norme pour \u00e9valuer la robustesse d’un syst\u00e8me d’IA embarqu\u00e9e.<\/p>\n

Pierre-Alain Mo\u00ebllic, coordinateur d’InSecTT pour le CEA-Leti explique : \u00ab Depuis dix ans, la R&D sur la s\u00e9curit\u00e9 de l’IA cible le volet algorithmique, et non l’impl\u00e9mentation mat\u00e9rielle ou logicielle, par exemple sur un microcontr\u00f4leur ou un System-On-Chip \u00bb.\u00a0<\/p>\n

Une production scientifique forte<\/strong><\/p>\n

Deuxi\u00e8me avanc\u00e9e\u00a0: le CEA-Leti a d\u00e9montr\u00e9 les failles de s\u00e9curit\u00e9 de syst\u00e8mes d’IA embarqu\u00e9e vis-\u00e0-vis de deux types d’attaques physiques, l’\u00e9coute par \u00e9manations \u00e9lectromagn\u00e9tiques et l’injection de fautes. Ces attaques peuvent avoir de graves cons\u00e9quences, comme l’alt\u00e9ration de la performance des syst\u00e8mes ou la reconstruction par ing\u00e9nierie invers\u00e9e du mod\u00e8le d’IA utilis\u00e9. Or, celui-ci repr\u00e9sente souvent une large part de la valeur du syst\u00e8me industriel.\u00a0<\/p>\n

Enfin, les chercheurs ont d\u00e9velopp\u00e9 des m\u00e9thodes de caract\u00e9risation des vuln\u00e9rabilit\u00e9s, ainsi que des m\u00e9canismes de protection aujourd’hui en cours de mise au point.\u00a0<\/p>\n

CEA Leti\u00a0 –\u00a0\u00a0InSecTT<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

\u200b\u200b\u200bPartenaire pendant trois ans du projet europ\u00e9en\u00a0InSecTT\u00a0sur la s\u00e9curit\u00e9 de l\u2019intelligence artificielle embarqu\u00e9e, le CEA-Leti a d\u00e9velopp\u00e9 des solutions in\u00e9dites pour authentifier des syst\u00e8mes intelligents et les prot\u00e9ger de certaines cyberattaques. Des avanc\u00e9es qui co\u00efncident avec la promulgation de l\u2019AI Act europ\u00e9en. Une absence de r\u00e9gulation pour \u00e9valuer la robustesse de l’IA\u200b L’AI Act constate […]<\/p>\n","protected":false},"author":2,"featured_media":452356,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[886],"tags":[6499],"domains":[47],"ppma_author":[2223],"class_list":["post-452354","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-fr","tag-ia-embarque","domains-electronique-eci"],"acf":[],"yoast_head":"Intelligence artificielle embarqu\u00e9e : comment mieux s\u00e9curiser...<\/title>\n<meta name=\"description\" content=\"\u200b\u200b\u200bPartenaire pendant trois ans du projet europ\u00e9en\u00a0InSecTT\u00a0sur la s\u00e9curit\u00e9 de l\u2019intelligence artificielle embarqu\u00e9e, le CEA-Leti a d\u00e9velopp\u00e9...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ecinews.fr\/fr\/wp-json\/wp\/v2\/posts\/452354\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Intelligence artificielle embarqu\u00e9e : comment mieux s\u00e9curiser les syst\u00e8mes industriels ?\" \/>\n<meta property=\"og:description\" content=\"\u200b\u200b\u200bPartenaire pendant trois ans du projet europ\u00e9en\u00a0InSecTT\u00a0sur la s\u00e9curit\u00e9 de l\u2019intelligence artificielle embarqu\u00e9e, le CEA-Leti a d\u00e9velopp\u00e9 des solutions in\u00e9dites pour authentifier des syst\u00e8mes intelligents et les prot\u00e9ger de certaines cyberattaques. 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