{"id":201216,"date":"2023-05-24T10:00:00","date_gmt":"2023-05-24T10:00:00","guid":{"rendered":"https:\/\/datascientest.com\/?p=201216"},"modified":"2023-05-24T08:35:34","modified_gmt":"2023-05-24T08:35:34","slug":"lanonymisation-des-donnees-la-methode-fiable-et-validee-doctopize","status":"publish","type":"post","link":"https:\/\/datascientest.com\/lanonymisation-des-donnees-la-methode-fiable-et-validee-doctopize","title":{"rendered":"L\u2019anonymisation des donn\u00e9es, la m\u00e9thode fiable et valid\u00e9e d\u2019Octopize"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"201216\" class=\"elementor elementor-201216\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-126ab52 e-flex e-con-boxed e-con\" data-id=\"126ab52\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62689e1 elementor-widget elementor-widget-heading\" data-id=\"62689e1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Pour permettre une utilisation plus libre des donn\u00e9es personnelles en m\u00e9decine, la startup Octopize met au point sa m\u00e9thode Avatar. Une technologie fiable capable d\u2019anonymiser compl\u00e8tement les donn\u00e9es.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c5f4af e-flex e-con-boxed e-con\" data-id=\"4c5f4af\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-175822e elementor-widget elementor-widget-heading\" data-id=\"175822e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">En quoi consiste Avatar ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da7acd5 elementor-widget elementor-widget-text-editor\" data-id=\"da7acd5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">Publi\u00e9 le 10 mars dans un article de <\/span><a href=\"https:\/\/www.nature.com\/articles\/s41746-023-00771-5\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Nature Digital Medecine<\/span><\/a><span style=\"font-weight: 400;\">, <\/span><b>Octopize<\/b><span style=\"font-weight: 400;\">, en collaboration avec le CHU de Nantes, Nantes Universit\u00e9, l\u2019INSERM et l\u2019\u00c9cole Centrale Nantes, explique comment Avatar fonctionne.<\/span><\/p><p><span style=\"font-weight: 400;\">Sur le march\u00e9, de nombreuses m\u00e9thodes <\/span><b>pr\u00e9tendent<\/b><span style=\"font-weight: 400;\"> pouvoir anonymiser les donn\u00e9es personnelles. En r\u00e9alit\u00e9, ces donn\u00e9es ne sont que <\/span><b>pseudonymis\u00e9es<\/b><span style=\"font-weight: 400;\"> et courent le risque d\u2019\u00eatre r\u00e9identifi\u00e9es. La m\u00e9thode Avatar quant \u00e0 elle permet d\u2019<\/span><b>anonymiser compl\u00e8tement<\/b><span style=\"font-weight: 400;\"> les donn\u00e9es et par cons\u00e9quent \u00e9vite ce risque de r\u00e9identification. En puisant dans les donn\u00e9es de l\u2019individu, <\/span><a href=\"https:\/\/datascientest.com\/algorithme-tout-savoir\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">l\u2019algorithme d\u2019Avatar<\/span><\/a><span style=\"font-weight: 400;\"> g\u00e9n\u00e8re de <\/span><b>nouvelles donn\u00e9es de synth\u00e8se<\/b><span style=\"font-weight: 400;\"> centr\u00e9es sur le propri\u00e9taire. En r\u00e9sulte <\/span><b>un avatar anonymis\u00e9<\/b><span style=\"font-weight: 400;\"> cr\u00e9\u00e9 par des m\u00e9thodes sp\u00e9cifiques qui n\u2019existent pas dans d\u2019autres m\u00e9thodologies d\u2019anonymisation. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec7e3c5 elementor-widget elementor-widget-image\" data-id=\"ec7e3c5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"800\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/6215778_58081-1024x1024.jpg\" class=\"attachment-large size-large wp-image-201218\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/6215778_58081-1024x1024.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/6215778_58081-300x300.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/6215778_58081-150x150.jpg 150w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/6215778_58081-768x768.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/6215778_58081-1536x1536.jpg 1536w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/6215778_58081-2048x2048.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-30c2878 e-flex e-con-boxed e-con\" data-id=\"30c2878\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-23331aa elementor-widget elementor-widget-heading\" data-id=\"23331aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Comment s\u2019assurer que les donn\u00e9es soient anonymes ?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8b1fd9 elementor-widget elementor-widget-text-editor\" data-id=\"d8b1fd9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Pour assurer la protection de la vie priv\u00e9e, Avatar respecte <\/span><b>trois crit\u00e8res<\/b><span style=\"font-weight: 400;\"> du <\/span><a href=\"https:\/\/www.cnil.fr\/fr\/le-comite-europeen-de-la-protection-des-donnees-cepd\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Comit\u00e9 europ\u00e9en de la protection des donn\u00e9es<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Le premier, l\u2019individualisation. <\/span><a href=\"https:\/\/datascientest.com\/dataset-definition\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Les datasets d\u2019Avatar<\/span><\/a><span style=\"font-weight: 400;\"> sont <\/span><b>individualisables<\/b><span style=\"font-weight: 400;\">, on ne peut donc pas isoler un individu. Le deuxi\u00e8me crit\u00e8re est la corr\u00e9lation, Avatar <\/span><b>emp\u00eache de relier<\/b><span style=\"font-weight: 400;\"> deux datasets concernant le m\u00eame groupe d\u2019individus. Le dernier point est l\u2019inf\u00e9rence. Ce proc\u00e9d\u00e9 <\/span><b>bloque<\/b><span style=\"font-weight: 400;\"> la capacit\u00e9 \u00e0 d\u00e9duire une information sensible sur une personne.\u00a0<\/span><\/p><p><span style=\"font-weight: 400;\">Gr\u00e2ce aux donn\u00e9es non personnelles d\u2019Avatar, les propri\u00e9taires sont <\/span><b>libres<\/b><span style=\"font-weight: 400;\"> des publications de leurs datasets en open data, ou de leur utilisation. Ces donn\u00e9es pourront alors servir \u00e0 entra\u00eener des mod\u00e8les d\u2019IA, \u00e0 contribuer aux recherches et aux \u00e9tudes statistiques en m\u00e9decine et dans bien <\/span><b>d\u2019autres secteurs d\u2019activit\u00e9<\/b><span style=\"font-weight: 400;\">. <\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d530705 elementor-widget elementor-widget-image\" data-id=\"d530705\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"476\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/no-access-gd89fdd4d3_1280-1024x609.jpg\" class=\"attachment-large size-large wp-image-201219\" alt=\"\" srcset=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/no-access-gd89fdd4d3_1280-1024x609.jpg 1024w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/no-access-gd89fdd4d3_1280-300x178.jpg 300w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/no-access-gd89fdd4d3_1280-768x457.jpg 768w, https:\/\/datascientest.com\/wp-content\/uploads\/2023\/05\/no-access-gd89fdd4d3_1280.jpg 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3e1b65 elementor-widget elementor-widget-text-editor\" data-id=\"a3e1b65\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Cette m\u00e9thode pourrait <\/span><b>satisfaire les Data Protection Officer<\/b><span style=\"font-weight: 400;\"> charg\u00e9es d\u2019assurer la conformit\u00e9 de leur soci\u00e9t\u00e9 au RGPD. Du c\u00f4t\u00e9 du gouvernement fran\u00e7ais, l\u2019anonymisation des donn\u00e9es est <\/span><b>une solution largement attendue<\/b><span style=\"font-weight: 400;\">, \u00e9tape cl\u00e9 d\u2019une supr\u00e9matie de la sant\u00e9 en France, selon <\/span><a href=\"https:\/\/datascientest.com\/colloque-du-conseil-detat-comment-lia-et-le-big-data-vont-revolutionner-la-recherche-et-la-pratique-medicales\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">un colloque du Conseil d&rsquo;\u00c9tat<\/span><\/a><span style=\"font-weight: 400;\">. Si cet article vous a plu et si vous envisagez une carri\u00e8re dans la Data Science, n\u2019h\u00e9sitez pas \u00e0 d\u00e9couvrir <\/span><a href=\"https:\/\/datascientest.com\/blog-data-ia-actualites\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos articles<\/span><\/a><span style=\"font-weight: 400;\"> ou <\/span><a href=\"https:\/\/datascientest.com\/formations-data\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">nos offres de formations<\/span><\/a><span style=\"font-weight: 400;\"> sur DataScientest.<\/span><\/p><p><i style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var( --e-global-typography-text-font-size ); font-weight: var( --e-global-typography-text-font-weight ); text-align: var(--text-align);\">Source : fortinet.com<\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Pour permettre une utilisation plus libre des donn\u00e9es personnelles en m\u00e9decine, la startup Octopize met au point sa m\u00e9thode Avatar. Une technologie fiable capable d\u2019anonymiser compl\u00e8tement les donn\u00e9es. En quoi consiste Avatar ? Publi\u00e9 le 10 mars dans un article de Nature Digital Medecine, Octopize, en collaboration avec le CHU de Nantes, Nantes Universit\u00e9, l\u2019INSERM [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":201217,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2431],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>L\u2019anonymisation des donn\u00e9es, la m\u00e9thode fiable et valid\u00e9e d\u2019Octopize<\/title>\n<meta name=\"description\" content=\"Pour permettre une utilisation plus libre des donn\u00e9es personnelles en m\u00e9decine, la startup Octopize met au point sa m\u00e9thode Avatar\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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