{"id":56061,"date":"2023-08-03T11:36:16","date_gmt":"2023-08-03T15:36:16","guid":{"rendered":"https:\/\/cifar.ca\/?p=56061"},"modified":"2025-12-18T02:07:31","modified_gmt":"2025-12-18T07:07:31","slug":"reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada","status":"publish","type":"post","link":"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/","title":{"rendered":"R\u00e9flexions sur l\u2019IA du CIFAR: Vers Une Approche Proportionnelle Fond\u00e9e Sur Le Risque Pour L\u2019acc\u00e8s Aux Donn\u00e9es F\u00e9d\u00e9r\u00e9es Au Canada"},"content":{"rendered":"<h2><strong><span style=\"color: #da291c;\">Conseils aux d\u00e9cideurs politiques sur la mani\u00e8re de planifier, d\u00e9velopper et mettre en \u0153uvre des syst\u00e8mes d&rsquo;apprentissage f\u00e9d\u00e9r\u00e9 pour faire progresser en toute s\u00e9curit\u00e9 l&rsquo;apprentissage automatique pour l&rsquo;am\u00e9lioration des syst\u00e8mes de sant\u00e9.<\/span><\/strong><\/h2>\n<p>Ce brefage explore la mani\u00e8re de mettre en oeuvre l\u2019apprentissage f\u00e9d\u00e9r\u00e9. Les auteurs analysent les r\u00e9sultats d&rsquo;une analyse documentaire, d&rsquo;entretiens avec des sp\u00e9cialistes, d&rsquo;un atelier de validation et d\u2019un sondage sur les solutions aux probl\u00e8mes de protection de la vie priv\u00e9e, d\u2019\u00e9thique et de s\u00e9curit\u00e9 soulev\u00e9s par l\u2019apprentissage f\u00e9d\u00e9r\u00e9. En \u00e9valuant les solutions aux d\u00e9fis potentiels, ils se concentrent sur une r\u00e9ponse proportionn\u00e9e aux risques av\u00e9r\u00e9s, en particulier la fr\u00e9quence et l&rsquo;ampleur des dommages caus\u00e9s par les atteintes \u00e0 l&rsquo;\u00e9thique, \u00e0 la vie priv\u00e9e et \u00e0 la s\u00e9curit\u00e9 des donn\u00e9es sur la sant\u00e9. Ils discutent des compromis entre les protections n\u00e9cessaires et l\u2019utilit\u00e9 des donn\u00e9es dans le contexte de l\u2019apprentissage f\u00e9d\u00e9r\u00e9 et recommandent des mod\u00e8les de gouvernance habilitants.<\/p>\n<p><strong>AUTEURS<\/strong><\/p>\n<ul>\n<li><strong>Tania Bubela<\/strong> B. Sc. (Hons), Ph. D., JD, FCAHS, FRSC. Professeure et doyenne, Facult\u00e9 des sciences de la sant\u00e9, Universit\u00e9 Simon Fraser.<\/li>\n<li><strong>Ivan Beschanstnikh<\/strong> B. Sc., M. Sc., Ph. D. Professeur agr\u00e9g\u00e9, D\u00e9partement d\u2019informatique, Universit\u00e9 de la Colombie-Britannique.<\/li>\n<li><strong>Regiane Garcia<\/strong> LLB, LLM, Ph. D. Associ\u00e9e de recherche, Facult\u00e9 des sciences de la sant\u00e9, Universit\u00e9 Simon Fraser.<\/li>\n<li><strong>Aline Talhouk<\/strong> B.A., M. Sc., Ph. D. Professeure adjointe et boursi\u00e8re Michael Smith en recherche en sant\u00e9, D\u00e9partement d\u2019obst\u00e9trique et de gyn\u00e9cologie, Facult\u00e9 de m\u00e9decine, Universit\u00e9 de la Colombie-Britannique et Programme de recherche sur le cancer gyn\u00e9cologique et ovarien de la Colombie-Britannique (OVCARE).<\/li>\n<\/ul>\n<p><a href=\"https:\/\/cifar.ca\/wp-content\/uploads\/2023\/08\/Reflexions-sur-lIA-du-CIFAR-lapprentissage-federe.pdf\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-56071\" src=\"https:\/\/cifar.ca\/wp-content\/uploads\/2023\/08\/SmallCoverFR.png\" alt=\"Vers Une Approche Proportionnelle Fond\u00e9e Sur Le Risque Pour L\u2019acc\u00e8s Aux Donn\u00e9es F\u00e9d\u00e9r\u00e9es Au Canada\" width=\"200\" height=\"267\" \/> <\/a><\/p>\n<p><a href=\"https:\/\/cifar.ca\/wp-content\/uploads\/2023\/08\/Reflexions-sur-lIA-du-CIFAR-lapprentissage-federe.pdf\">Lire le rapport<\/a><\/p>\n<p><b>Pour de plus amples renseignements, veuillez communiquer avec :<\/b><br \/>\n<span style=\"font-weight: 400;\"><a href=\"mailto:gagan.gill@cifar.ca\">Gagan Gill<\/a><br \/>\n<\/span><span style=\"font-weight: 400;\">Responsable de programme, IA et soci\u00e9t\u00e9, CIFAR<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Conseils aux d\u00e9cideurs politiques sur la mani\u00e8re de planifier, d\u00e9velopper et mettre en \u0153uvre des syst\u00e8mes d&rsquo;apprentissage f\u00e9d\u00e9r\u00e9 pour faire progresser en toute s\u00e9curit\u00e9 l&rsquo;apprentissage [&hellip;]<\/p>\n","protected":false},"author":63,"featured_media":56060,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5619,933,3865,3972,5658],"tags":[5533,4538,5023],"class_list":["post-56061","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia-au-service-de-la-sante","category-ia-et-societe","category-rapport","category-strategie-pancanadienne-en-matiere-dia","category-z-reflexions-sur-lia-du-cifar","tag-artificial-intelligence-fr","tag-ethique","tag-pan-canadian-ai-strategy-fr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>CIFAR<\/title>\n<meta name=\"description\" content=\"Ce brefage explore la mani\u00e8re de mettre en oeuvre l\u2019apprentissage f\u00e9d\u00e9r\u00e9. 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Les auteurs analysent les r\u00e9sultats d&#039;une analyse documentaire, d&#039;entretiens avec des sp\u00e9cialistes, d&#039;un atelier de validation et d\u2019un sondage sur les solutions aux probl\u00e8mes de protection de la vie priv\u00e9e, d\u2019\u00e9thique et de s\u00e9curit\u00e9 soulev\u00e9s par l\u2019apprentissage f\u00e9d\u00e9r\u00e9.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/\" \/>\n<meta property=\"og:site_name\" content=\"CIFAR\" \/>\n<meta property=\"article:published_time\" content=\"2023-08-03T15:36:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-18T07:07:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cifar.ca\/wp-content\/uploads\/2023\/08\/AIInsights2PlainBckgrd.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Justine Brooks\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Justine Brooks\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/\"},\"author\":{\"name\":\"Justine Brooks\",\"@id\":\"https:\/\/cifar.ca\/fr\/#\/schema\/person\/e2b54b4da40a11bc4916b20395422a32\"},\"headline\":\"R\u00e9flexions sur l\u2019IA du CIFAR: Vers Une Approche Proportionnelle Fond\u00e9e Sur Le Risque Pour L\u2019acc\u00e8s Aux Donn\u00e9es F\u00e9d\u00e9r\u00e9es Au Canada\",\"datePublished\":\"2023-08-03T15:36:16+00:00\",\"dateModified\":\"2025-12-18T07:07:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/\"},\"wordCount\":358,\"publisher\":{\"@id\":\"https:\/\/cifar.ca\/fr\/#organization\"},\"image\":{\"@id\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/cifar.ca\/wp-content\/uploads\/2023\/08\/AIInsights2PlainBckgrd.png\",\"keywords\":[\"Artificial Intelligence\",\"\u00c9thique\",\"Pan-Canadian AI Strategy\"],\"articleSection\":[\"IA au service de la sant\u00e9\",\"IA et soci\u00e9t\u00e9\",\"Rapport\",\"Strat\u00e9gie pancanadienne en mati\u00e8re d&#039;IA\",\"z-R\u00e9flexions sur l\u2019IA du CIFAR\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/\",\"url\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/\",\"name\":\"R\u00e9flexions sur l\u2019IA du CIFAR: Vers Une Approche Proportionnelle Fond\u00e9e Sur Le Risque Pour L\u2019acc\u00e8s Aux Donn\u00e9es F\u00e9d\u00e9r\u00e9es Au Canada - CIFAR\",\"isPartOf\":{\"@id\":\"https:\/\/cifar.ca\/fr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/cifar.ca\/fr\/cifarnews\/2023\/08\/03\/reflexions-sur-lia-du-cifar-vers-une-approche-proportionnelle-fondee-sur-le-risque-pour-lacces-aux-donnees-federees-au-canada\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/cifar.ca\/wp-content\/uploads\/2023\/08\/AIInsights2PlainBckgrd.png\",\"datePublished\":\"2023-08-03T15:36:16+00:00\",\"dateModified\":\"2025-12-18T07:07:31+00:00\",\"description\":\"Ce brefage explore la mani\u00e8re de mettre en oeuvre l\u2019apprentissage f\u00e9d\u00e9r\u00e9. 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