{"id":159576,"date":"2022-01-31T13:26:38","date_gmt":"2022-01-31T12:26:38","guid":{"rendered":"https:\/\/datascientest.com\/?p=141680"},"modified":"2023-10-29T15:43:16","modified_gmt":"2023-10-29T15:43:16","slug":"google-vise-un-internet-plus-prive","status":"publish","type":"post","link":"https:\/\/datascientest.com\/google-vise-un-internet-plus-prive","title":{"rendered":"Avec la confidentialit\u00e9 diff\u00e9rentielle, Google vise un internet plus priv\u00e9"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"159576\" class=\"elementor elementor-159576\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e19c71b e-flex e-con-boxed e-con\" data-id=\"e19c71b\" 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-5d97668 elementor-widget elementor-widget-text-editor\" data-id=\"5d97668\" 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<h2>Le nouveau produit pr\u00e9sent\u00e9 vendredi par Google et d\u00e9velopp\u00e9 avec OpenMined, permet \u00e0 n&rsquo;importe quel d\u00e9veloppeur Python de traiter des donn\u00e9es avec une confidentialit\u00e9 diff\u00e9rentielle.<\/h2>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa4c934 elementor-widget elementor-widget-text-editor\" data-id=\"fa4c934\" 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>C\u2019est l\u2019aboutissement d\u2019une ann\u00e9e de travail! Google et Openmined viennent de lancer <strong>un nouveau produit Python qui permet de d\u00e9mocratiser la confidentialit\u00e9 diff\u00e9rentielle<\/strong> <a href=\"https:\/\/www.zdnet.fr\/actualites\/google-devoile-un-nouvel-outil-de-confidentialite-differentielle-pour-les-developpeurs-python-traitant-des-donnees-39936541.htm?utm_term=Autofeed&amp;utm_medium=Social&amp;utm_source=Twitter#Echobox=1643619206\">selon le site Zdnet.fr<\/a>. Ce concept permet \u00e0 la fois aux chercheurs et aux analystes d\u2019<strong>extraire des informations utiles \u00e0 partir de bases de donn\u00e9es<\/strong> contenant des informations personnelles tout en <a href=\"https:\/\/datascientest.com\/ethique-ou-big-data\">respectant la vie priv\u00e9e des individus<\/a>. Gr\u00e2ce \u00e0 l\u2019introduction d\u2019un \u201cbruit statistique\u201d, seules les informations n\u00e9cessaires \u00e0 l\u2019analyse sont extraites et les donn\u00e9es personnelles dites sensibles sont occult\u00e9es sans pour autant impacter la pr\u00e9cisions des r\u00e9ponses extraites par les professionnels de la data.\u00a0\u00a0<\/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<div class=\"elementor-element elementor-element-624e735 e-flex e-con-boxed e-con\" data-id=\"624e735\" 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-e6e7c4f elementor-widget elementor-widget-heading\" data-id=\"e6e7c4f\" 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><h3 class=\"elementor-heading-title elementor-size-default\">Rendre la confidentialit\u00e9 diff\u00e9rentielle accessible \u00e0 tous <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8038996 elementor-widget elementor-widget-text-editor\" data-id=\"8038996\" 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>Il y a un an donc, Google entre en contact avec OpenMined, une communaut\u00e9 open-source qui <strong>vise \u00e0 optimiser le respect de la vie priv\u00e9e<\/strong> en d\u00e9mocratisant le savoir relatif \u00e0 l\u2019intelligence artificielle. Le but du projet est alors de d\u00e9velopper une solution facile d\u2019utilisation pour rendre le concept de confidentialit\u00e9 diff\u00e9rentielle accessible \u00e0 tous. En un peu plus de douze mois, le projet port\u00e9 par le g\u00e9ant du web et la communaut\u00e9 de d\u00e9veloppeurs a vu le jour.<\/p><p>Selon Google, ce nouveau produit permet \u00e0 des millions de d\u00e9veloppeurs, chercheurs, gouvernements, organisations \u00e0 but non lucratif, entreprises et autres, \u00e0 cr\u00e9er et \u00e0 <strong>lancer de nouvelles applications pour la confidentialit\u00e9 diff\u00e9rentielle<\/strong>, qui peuvent fournir des informations et des services utiles sans r\u00e9v\u00e9ler d&rsquo;informations sur les individus. <strong>Bas\u00e9 sur<\/strong> <a href=\"https:\/\/datascientest.com\/python-tout-savoir\">le langage Pytho<\/a>n, tr\u00e8s largement utilis\u00e9 par les d\u00e9veloppeurs \u00e0 travers le monde, ce produit sera en effet largement d\u00e9mocratis\u00e9.<\/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-5fdc5e8 elementor-widget elementor-widget-image\" data-id=\"5fdc5e8\" 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\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2022\/01\/people_watched_by_camera-scaled.jpg\" title=\"\" alt=\"people_watched_by_camera\" loading=\"lazy\" \/>\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-3b6e87f e-flex e-con-boxed e-con\" data-id=\"3b6e87f\" 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-08b21c8 elementor-widget elementor-widget-heading\" data-id=\"08b21c8\" 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\">Le respect de la vie priv\u00e9e, un sujet qui int\u00e9resse aussi Microsoft<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b0042b2 elementor-widget elementor-widget-text-editor\" data-id=\"b0042b2\" 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>Google et OpenMined ne sont pas seuls \u00e0 avoir travaill\u00e9 sur le respect de la vie priv\u00e9e dans la data! Sur ces m\u00eames douze mois, <a href=\"https:\/\/www.microsoft.com\/fr-fr\/ai\/ai-lab-differential-privacy#:~:text=La%20confidentialit%C3%A9%20diff%C3%A9rentielle%20permet%20%C3%A0,'un%20%C2%AB%20bruit%20statistique%20%C2%BB.\">Microsoft a \u00e9galement d\u00e9velopp\u00e9 des projets pour am\u00e9liorer le respect de la vie priv\u00e9e<\/a> <strong>dans l\u2019utilisation des donn\u00e9es<\/strong>.<\/p><p>L\u2019entreprise fond\u00e9e par Bill Gates, pr\u00e9sente notamment trois projets de d\u00e9veloppement sur ce th\u00e8me.<\/p><p>La <strong>solution JFK Files<\/strong> comprend 34 000 fichiers publi\u00e9s en 2017 et li\u00e9s \u00e0 l\u2019assassinat de l\u2019ancien pr\u00e9sident des Etats-Unis. Il s\u2019agit de fichiers complexes, dont des photos, de l\u2019\u00e9criture manuscrite, ou encore des documents gouvernementaux. <strong>Gr\u00e2ce au service de recherche cognitive fournit par Azure<\/strong>, des informations exploitables en sont extraites sans d\u00e9voiler les donn\u00e9es sensibles contenues dans cette base de donn\u00e9es.<\/p><p>La <strong>solution Conversational AI<\/strong>, est un deuxi\u00e8me projet qui se concentre sur la <strong>conception de chatbots dignes de confiance<\/strong>. Les bots sont en effet souvent amen\u00e9s \u00e0 traiter des donn\u00e9es personnelles. Microsoft travaille donc sur une technologie qui leur permet de ne pas les divulguer aux d\u00e9veloppeurs et aux analystes lors de leurs restitutions.<\/p><p>Enfin, la <strong>technologie Homomorphic Encryption (HE)<\/strong> permet d\u2019ex\u00e9cuter des calculs directement sur des donn\u00e9es crypt\u00e9es. Gr\u00e2ce \u00e0 une cryptologie de pointe, <strong>elle permet d&rsquo;ex\u00e9cuter des algorithmes de Machine Learning<\/strong> sur des groupes de donn\u00e9es anonymes sans perdre de pr\u00e9cision dans la compr\u00e9hension du contexte.<\/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-b4b7b26 elementor-widget elementor-widget-text-editor\" data-id=\"b4b7b26\" 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\tCes nouveaux projets montrent \u00e0 nouveau la croissance des besoins en Data Scientists qualifi\u00e9s et d\u00e9veloppeurs Python.\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d8a92c elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"5d8a92c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/formation-deep-learning\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">D\u00e9couvrir la formation en Deep Learning<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\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>Le nouveau produit pr\u00e9sent\u00e9 vendredi par Google et d\u00e9velopp\u00e9 avec OpenMined, permet \u00e0 n&rsquo;importe quel d\u00e9veloppeur Python de traiter des donn\u00e9es avec une confidentialit\u00e9 diff\u00e9rentielle. C\u2019est l\u2019aboutissement d\u2019une ann\u00e9e de travail! Google et Openmined viennent de lancer un nouveau produit Python qui permet de d\u00e9mocratiser la confidentialit\u00e9 diff\u00e9rentielle selon le site Zdnet.fr. Ce concept permet [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":171223,"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>Avec la confidentialit\u00e9 diff\u00e9rentielle, Google vise un internet plus priv\u00e9<\/title>\n<meta name=\"description\" content=\"Le nouveau produit pr\u00e9sent\u00e9 vendredi par Google et d\u00e9velopp\u00e9 avec OpenMined, permet \u00e0 n&#039;importe quel d\u00e9veloppeur Python de traiter des donn\u00e9es avec une confidentialit\u00e9 diff\u00e9rentielle.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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