{"id":21263,"date":"2025-04-02T08:33:42","date_gmt":"2025-04-02T06:33:42","guid":{"rendered":"https:\/\/www.m-q.ch\/?p=21263"},"modified":"2025-04-02T08:27:48","modified_gmt":"2025-04-02T06:27:48","slug":"la-zhaw-developpe-un-schema-de-certification-pour-les-systemes-ki","status":"publish","type":"post","link":"https:\/\/www.m-q.ch\/fr\/la-zhaw-developpe-un-schema-de-certification-pour-les-systemes-ki\/","title":{"rendered":"La ZHAW d\u00e9veloppe un sch\u00e9ma de certification pour les syst\u00e8mes d'IA"},"content":{"rendered":"<figure id=\"attachment_21264\" aria-describedby=\"caption-attachment-21264\" style=\"width: 680px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21264\" src=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-1_MQ.jpg\" alt=\"\" width=\"680\" height=\"307\" srcset=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-1_MQ.jpg 680w, https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-1_MQ-18x8.jpg 18w, https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-1_MQ-375x169.jpg 375w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><figcaption id=\"caption-attachment-21264\" class=\"wp-caption-text\">Direction du projet \"CertAInty\" : Dr Ricardo Chavarriaga et Dr Joanna Weng. (Image : ZHAW School of Engineering)<\/figcaption><\/figure>\n<p>L'intelligence artificielle (IA) est de plus en plus utilis\u00e9e dans des domaines critiques pour la s\u00e9curit\u00e9, ce qui rend la fiabilit\u00e9 de ces syst\u00e8mes de plus en plus importante. Des syst\u00e8mes d'IA mal \u00e9valu\u00e9s peuvent entra\u00eener de graves risques pour la soci\u00e9t\u00e9 - des algorithmes discriminatoires aux risques de s\u00e9curit\u00e9 physique en passant par les erreurs de diagnostic dans le contexte m\u00e9dical.<\/p>\n<h3>Sch\u00e9ma de certification comme pont entre technologie et r\u00e9glementation<\/h3>\n<p>Le Centre for Artificial Intelligence (CAI) et l'Institut de math\u00e9matiques et de physique appliqu\u00e9es (IAMP) de la ZHAW School of Engineering m\u00e8nent ensemble des recherches sur ce th\u00e8me d'actualit\u00e9. Il en est r\u00e9sult\u00e9 le sch\u00e9ma de certification \"CertAInty\", qui offre un cadre structur\u00e9 pour l'expertise des technologies d'IA. \"La certification des syst\u00e8mes d'IA par un organisme accr\u00e9dit\u00e9 augmente la confiance, acc\u00e9l\u00e8re leur acceptation et permet leur utilisation dans des applications critiques en termes de s\u00e9curit\u00e9\", explique Ricardo Chavarriaga de la ZHAW School of Engineering. Joanna Weng, qui codirige le projet avec lui, explique : \"Le sch\u00e9ma CertAInty comble le foss\u00e9 entre les exigences r\u00e9glementaires abstraites de l'EU AI Act et les m\u00e9thodes techniques concr\u00e8tes d'\u00e9valuation des syst\u00e8mes d'IA\".<\/p>\n<h3><strong>Quatre aspects cl\u00e9s de la fiabilit\u00e9<\/strong><\/h3>\n<p>Le sch\u00e9ma de certification comprend quatre dimensions centrales :<\/p>\n<ul>\n<li><strong>La fiabilit\u00e9 :<\/strong> Performance fiable du syst\u00e8me dans diff\u00e9rentes conditions<\/li>\n<li><strong>Transparence :<\/strong> Tra\u00e7abilit\u00e9 des processus d\u00e9cisionnels de l'IA<\/li>\n<li><strong>Autonomie et contr\u00f4le :<\/strong> D\u00e9finition du degr\u00e9 de supervision humaine<\/li>\n<li><strong>la s\u00e9curit\u00e9 :<\/strong> Pr\u00e9vention des effets ind\u00e9sirables dans les domaines d'application critiques, tels que les soins de sant\u00e9 ou les syst\u00e8mes de transport autonomes<\/li>\n<\/ul>\n<p>Pour la dimension de fiabilit\u00e9, par exemple, une s\u00e9lection optimis\u00e9e a \u00e9t\u00e9 identifi\u00e9e et valid\u00e9e parmi plus de 55 m\u00e9triques et 95 m\u00e9thodes. \"Notre sch\u00e9ma de certification offre d\u00e9sormais une m\u00e9thodologie pratique et une base pragmatique pour les d\u00e9veloppeurs, les entreprises et les autorit\u00e9s de r\u00e9gulation ainsi que pour l'utilisation responsable des technologies d'IA\", explique Joanna Weng.<\/p>\n<h3><strong>Validation pratique<\/strong><\/h3>\n<p>L'applicabilit\u00e9 du sch\u00e9ma a \u00e9t\u00e9 d\u00e9montr\u00e9e \u00e0 l'aide de plusieurs exemples r\u00e9els, comme par exemple la reconnaissance assist\u00e9e par IA de v\u00e9hicules de chantier au moyen de la vision par ordinateur. La fiabilit\u00e9 de la reconnaissance assist\u00e9e par l'IA contre les facteurs perturbateurs tels que les influences m\u00e9t\u00e9orologiques et les distorsions d'image a \u00e9t\u00e9 syst\u00e9matiquement \u00e9valu\u00e9e.<\/p>\n<p>Le projet prend une importance particuli\u00e8re avec l'EU AI Act, qui est entr\u00e9 en vigueur le 1er ao\u00fbt 2024 et sera pleinement applicable \u00e0 partir du 2 ao\u00fbt 2026. Cette r\u00e9glementation introduira une certification obligatoire pour les syst\u00e8mes d'IA \u00e0 haut risque, qui englobe pr\u00e9cis\u00e9ment les dimensions auxquelles CertAInty s'adresse. Les syst\u00e8mes d'IA \u00e0 haut risque int\u00e9gr\u00e9s dans des produits r\u00e9glement\u00e9s b\u00e9n\u00e9ficieront d'une p\u00e9riode de transition prolong\u00e9e jusqu'au 2 ao\u00fbt 2027. Une r\u00e9glementation est \u00e9galement attendue en Suisse dans un avenir proche. En outre, les entreprises suisses qui commercialisent leurs produits dans l'UE doivent se conformer aux prescriptions de l'EU AI Act. \"Le projet anticipe le cadre r\u00e9glementaire qui se met en place et offre un pont m\u00e9thodologique entre les exigences et la mise en \u0153uvre pratique\", souligne Chavarriaga.<\/p>\n<p>La soci\u00e9t\u00e9 CertX utilise d\u00e9sormais le sch\u00e9ma de certification comme base pour ses services et propose une \u00e9valuation syst\u00e9matique et ind\u00e9pendante des solutions d'IA en Suisse. Les r\u00e9sultats du projet ont \u00e9galement \u00e9t\u00e9 pr\u00e9sent\u00e9s lors de diff\u00e9rentes conf\u00e9rences, notamment la Swiss Conference on Data Science 2024, o\u00f9 l'\u00e9quipe de la ZHAW School of Engineering a remport\u00e9 le prix de l'innovation. <a href=\"https:\/\/www.zhaw.ch\/en\/about-us\/news\/news-releases\/news-detail\/event-news\/zhaw-researchers-win-best-paper-award-at-the-swiss-conference-on-data-science-sds-2024\">Prix du meilleur papier<\/a> a gagn\u00e9.<\/p>\n<figure id=\"attachment_21265\" aria-describedby=\"caption-attachment-21265\" style=\"width: 680px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-21265\" src=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-2_MQ.jpg\" alt=\"\" width=\"680\" height=\"453\" srcset=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-2_MQ.jpg 680w, https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-2_MQ-18x12.jpg 18w, https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-2_MQ-375x250.jpg 375w, https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-2_MQ-525x350.jpg 525w\" sizes=\"auto, (max-width: 680px) 100vw, 680px\" \/><figcaption id=\"caption-attachment-21265\" class=\"wp-caption-text\">L'\u00e9quipe de recherche a remport\u00e9 le Best Paper Award lors de la Swiss Conference on Data Science 2024. (Image : ZHAW School of Engineering)<\/figcaption><\/figure>\n<h3><strong>\u00catre \u00e0 la pointe de l'\u00e9valuation \u00e9thique de l'IA<\/strong><\/h3>\n<p>Pour les sp\u00e9cialistes int\u00e9ress\u00e9s de l'industrie et de la science, la ZHAW propose pour la premi\u00e8re fois en mai, en collaboration avec l'IEEE Standards Association, un cours de plusieurs jours sur le th\u00e8me de l'\u00e9valuation de l'IA \".<a href=\"https:\/\/www.zhaw.ch\/de\/engineering\/institute-zentren\/cai\/ieee-certifaied\">Formation d'\u00e9valuateur IEEE CertifAIEd\u2122<\/a>\" \u00e0.<\/p>\n<p><em>Source et informations compl\u00e9mentaires : <a href=\"http:\/\/www.zhaw.ch\">www.zhaw.ch<\/a><\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>Une \u00e9quipe de recherche de la ZHAW School of Engineering a d\u00e9velopp\u00e9, en collaboration avec CertX AG, un sch\u00e9ma de certification pour l'intelligence artificielle qui v\u00e9rifie la fiabilit\u00e9 des technologies d'intelligence artificielle. Le projet \"CertAInty\", soutenu par Innosuisse, s'adresse ainsi aux risques sociaux et aux exigences de l'EU AI Act, qui sera \u00e9galement pertinent pour les entreprises suisses dans un avenir proche.<\/p>","protected":false},"author":10,"featured_media":21264,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[3303],"tags":[3365,3517,3327,3495],"class_list":["post-21263","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-qualitaetsmanagement","tag-forschungwissenschaft","tag-ki","tag-qualitaetsmanagement","tag-zertifizierungen"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>ZHAW entwickelt Zertifizierungsschema f\u00fcr KI-Systeme - MQ Management und Qualit\u00e4t<\/title>\n<meta name=\"description\" content=\"Ein Forschungsteam der ZHAW School of Engineering hat in Zusammenarbeit mit der CertX AG ein Zertifizierungsschema f\u00fcr KI entwickelt.\" \/>\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.m-q.ch\/fr\/la-zhaw-developpe-un-schema-de-certification-pour-les-systemes-ki\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ZHAW entwickelt Zertifizierungsschema f\u00fcr KI-Systeme\" \/>\n<meta property=\"og:description\" content=\"Ein Forschungsteam der ZHAW School of Engineering hat in Zusammenarbeit mit der CertX AG ein Zertifizierungsschema f\u00fcr KI entwickelt.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.m-q.ch\/fr\/la-zhaw-developpe-un-schema-de-certification-pour-les-systemes-ki\/\" \/>\n<meta property=\"og:site_name\" content=\"MQ Management und Qualit\u00e4t\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ManagementUndQualitaet\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-02T06:33:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-1_MQ.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"680\" \/>\n\t<meta property=\"og:image:height\" content=\"307\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Thomas Berner\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"#ZHAW entwickelt #Zertifizierungsschema f\u00fcr #KI-Systeme\" \/>\n<meta name=\"twitter:description\" content=\"Ein Forschungsteam der #ZHAW School of Engineering hat in Zusammenarbeit mit der CertX AG ein #Zertifizierungsschema f\u00fcr KI entwickelt.\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-1_MQ.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Thomas Berner\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.m-q.ch\/zhaw-entwickelt-zertifizierungsschema-fuer-ki-systeme\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.m-q.ch\/zhaw-entwickelt-zertifizierungsschema-fuer-ki-systeme\/\"},\"author\":{\"name\":\"Thomas Berner\",\"@id\":\"https:\/\/www.m-q.ch\/fr\/#\/schema\/person\/a8711938b1cfb3f056dec70eaa0b42ab\"},\"headline\":\"ZHAW entwickelt Zertifizierungsschema f\u00fcr KI-Systeme\",\"datePublished\":\"2025-04-02T06:33:42+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.m-q.ch\/zhaw-entwickelt-zertifizierungsschema-fuer-ki-systeme\/\"},\"wordCount\":573,\"publisher\":{\"@id\":\"https:\/\/www.m-q.ch\/fr\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.m-q.ch\/zhaw-entwickelt-zertifizierungsschema-fuer-ki-systeme\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2025\/04\/ZHAW-entwickelt-Zertifizierungsschema-fuer-KI-Systeme-1_MQ.jpg\",\"keywords\":[\"Forschung\/Wissenschaft\",\"KI\",\"Qualit\u00e4tsmanagement\",\"Zertifizierungen\"],\"articleSection\":[\"Qualit\u00e4tsmanagement\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.m-q.ch\/zhaw-entwickelt-zertifizierungsschema-fuer-ki-systeme\/\",\"url\":\"https:\/\/www.m-q.ch\/zhaw-entwickelt-zertifizierungsschema-fuer-ki-systeme\/\",\"name\":\"ZHAW entwickelt Zertifizierungsschema f\u00fcr KI-Systeme - 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