{"id":176219,"date":"2025-10-12T09:07:00","date_gmt":"2025-10-12T16:07:00","guid":{"rendered":"https:\/\/blog.everpuredata.com\/?p=176219"},"modified":"2025-12-09T11:18:42","modified_gmt":"2025-12-09T19:18:42","slug":"7-challenges-with-applying-ai-to-data-security-and-the-real-way-to-solve-them","status":"publish","type":"post","link":"https:\/\/blog.everpuredata.com\/fr\/perspectives\/7-challenges-with-applying-ai-to-data-security-and-the-real-way-to-solve-them\/","title":{"rendered":"7 d\u00e9fis li\u00e9s \u00e0 l\u2019AI et \u00e0 la s\u00e9curit\u00e9 des donn\u00e9es, et conseils pour renforcer la r\u00e9silience"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-medium-font-size is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:70%\">\n<div class=\"wp-block-group pdf-print-hide is-content-justification-right is-nowrap is-layout-flex wp-container-core-group-is-layout-f726d978 wp-block-group-is-layout-flex\"><div class=\"pdfprnt-buttons\"><a href=\"https:\/\/blog.everpuredata.com\/fr\/wp-json\/wp\/v2\/posts\/176219?print=pdf\" class=\"pdfprnt-button pdfprnt-button-pdf\" target=\"_blank\" ><img decoding=\"async\" src=\"https:\/\/blog.everpuredata.com\/wp-content\/plugins\/pdf-print-pro\/images\/pdf.png?1953174090\" alt=\"image_pdf\" title=\"Afficher le PDF\" \/><\/a><a href=\"https:\/\/blog.everpuredata.com\/fr\/wp-json\/wp\/v2\/posts\/176219?print=print\" class=\"pdfprnt-button pdfprnt-button-print\" target=\"_blank\" ><img decoding=\"async\" src=\"https:\/\/blog.everpuredata.com\/wp-content\/plugins\/pdf-print-pro\/images\/print.png?245231721\" alt=\"image_print\" title=\"Contenu imprim\u00e9\" \/><\/a><\/div>\n<\/div>\n\n\n\n<div id=\"CONTENT\" class=\"wp-block-group is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"wp-block-paragraph\">L\u2019AI est \u00e0 la fois une \u00e9p\u00e9e et un bouclier dans la cybers\u00e9curit\u00e9 moderne. Il passe au crible d\u2019\u00e9normes ensembles de donn\u00e9es en quelques secondes, signale les anomalies plus t\u00f4t et laisse aux d\u00e9fenseurs le temps d\u2019agir. Selon une nouvelle \u00e9tude men\u00e9e par le Ponemon Institute, 47\u00a0% des organisations am\u00e9ricaines utilisent d\u00e9j\u00e0 l\u2019AI pour prot\u00e9ger leurs ressources les plus pr\u00e9cieuses\u00a0: leurs donn\u00e9es.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pour comprendre comment les \u00e9quipes renforcent la r\u00e9silience des donn\u00e9es stock\u00e9es, le Ponemon Institute a interrog\u00e9 610 praticiens de l\u2019informatique et de la s\u00e9curit\u00e9 dans le cadre de l\u2019\u00e9tude \u00ab\u00a0<a href=\"https:\/\/www.purestorage.com\/resources\/type-a\/the-state-of-cyber-resilience.html\" target=\"_blank\" rel=\"noreferrer noopener\">The State of Cyber Resilience<\/a>\u00a0\u00bb, parrain\u00e9e par Pure Storage. Les r\u00e9sultats montrent que 45\u00a0% des praticiens s\u2019attendent \u00e0 ce que les technologies de s\u00e9curit\u00e9 bas\u00e9es sur l\u2019AI renforcent le stockage de s\u00e9curit\u00e9 des donn\u00e9es de leur organisation. Plus de la moiti\u00e9 (53\u00a0%) estiment que l\u2019AI simplifie la protection en g\u00e9rant les t\u00e2ches pr\u00e9c\u00e9demment g\u00e9r\u00e9es par les \u00e9quipes humaines de mani\u00e8re plus efficace et \u00e9conomique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cependant, l\u2019AI introduit \u00e9galement de nouveaux risques pour la s\u00e9curit\u00e9 des donn\u00e9es. La moiti\u00e9 des praticiens interrog\u00e9s par le Ponemon Institute citent l<a href=\"https:\/\/genai.owasp.org\/llmrisk\/llm042025-data-and-model-poisoning\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u2019empoisonnement des donn\u00e9es<\/a> comme la principale menace de stockage pilot\u00e9e par l\u2019AI. D\u2019autres ont indiqu\u00e9 une mauvaise configuration du syst\u00e8me et des mauvaises configurations dues \u00e0 une d\u00e9pendance excessive \u00e0 l\u2019AI pour la gestion des cyberrisques.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Les principaux enseignements tir\u00e9s de ces r\u00e9sultats\u00a0:<\/strong> Bien que les outils d\u2019AI puissent vous aider \u00e0 identifier les probl\u00e8mes plus t\u00f4t, la v\u00e9ritable <a href=\"https:\/\/www.purestorage.com\/knowledge\/what-is-cyber-resilience.html\" target=\"_blank\" rel=\"noreferrer noopener\">cyberr\u00e9silience<\/a> d\u00e9pend de la capacit\u00e9 \u00e0 prot\u00e9ger et \u00e0 restaurer les donn\u00e9es. Dans cette optique, examinons sept d\u00e9fis li\u00e9s \u00e0 l\u2019AI et \u00e0 la s\u00e9curit\u00e9 des donn\u00e9es, ainsi que des exemples de moyens pratiques d\u2019am\u00e9liorer la r\u00e9silience.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-1-ai-won-t-eliminate-the-human-element-in-cybersecurity\"><strong>1. L\u2019AI n\u2019\u00e9liminera pas l\u2019\u00e9l\u00e9ment humain dans la cybers\u00e9curit\u00e9<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019AI peut rep\u00e9rer les sch\u00e9mas et acc\u00e9l\u00e9rer le tri, mais le jugement reste \u00e0 la charge des personnes\u00a0: ce qu\u2019il faut enqu\u00eater, quand faire remonter le probl\u00e8me et comment contenir les menaces. Les attaquants utilisant l\u2019AI g\u00e9n\u00e9rative pour cr\u00e9er des attraits plus convaincants, le risque le plus important pour la s\u00e9curit\u00e9 des donn\u00e9es n\u2019est pas de \u00ab\u00a0remplacer les humains par l\u2019AI\u00a0\u00bb, mais les \u00e9quipes confient l\u2019automatisation sans la formation n\u00e9cessaire, les structures de d\u00e9cision et les manuels d\u2019incident.<br\/><strong><br\/>Conseils pour renforcer la r\u00e9silience<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Garder les gens en charge des r\u00e9sultats.<\/strong> Utilisez la surveillance par l\u2019AI pour signaler les activit\u00e9s inhabituelles, comme les suppressions inattendues ou les mouvements de donn\u00e9es atypiques, mais exigez un examen humain avant de d\u00e9clencher des \u00e9tapes de confinement ou des r\u00e9ponses majeures.<\/li>\n\n\n\n<li><strong>Entra\u00eenez-vous \u00e0 l\u2019escalade.<\/strong> Assurez-vous que le personnel sait quand faire remonter les alertes, comment interpr\u00e9ter et utiliser les informations bas\u00e9es sur l\u2019AI, et qui a l\u2019autorit\u00e9 finale pendant un incident.<\/li>\n\n\n\n<li><strong>R\u00e9p\u00e9tez la r\u00e9ponse aux incidents.<\/strong> Ex\u00e9cutez des exercices de table qui combinent les alertes d\u2019AI et les d\u00e9cisions humaines, afin que les \u00e9quipes s\u2019entra\u00eenent au confinement et \u00e0 la communication dans des conditions r\u00e9elles.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-2-even-with-ai-there-is-no-silver-bullet-in-security\"><strong>2. M\u00eame avec l\u2019AI, il n\u2019y a pas d\u2019excellence en mati\u00e8re de s\u00e9curit\u00e9<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019AI est pr\u00e9cieuse pour les alertes pr\u00e9coces, comme le signalement de lectures, de suppressions et de transferts inhabituels, mais elle ne prot\u00e8ge pas les donn\u00e9es et ne vous ram\u00e8ne pas \u00e0 un \u00e9tat stable par elle-m\u00eame. De solides contr\u00f4les de s\u00e9curit\u00e9 des donn\u00e9es r\u00e9duisent la probabilit\u00e9 de perte, et des <a href=\"https:\/\/www.purestorage.com\/resources\/type-a\/10-best-practices-for-cyber-resilient-storage.html\" target=\"_blank\" rel=\"noreferrer noopener\">pratiques de cyber-r\u00e9silience<\/a> disciplin\u00e9es vous permettent de r\u00e9cup\u00e9rer rapidement en cas d\u2019incident.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Conseils pour renforcer la r\u00e9silience<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Renforcez la couche de donn\u00e9es.<\/strong> La cybers\u00e9curit\u00e9 moderne repose sur des couches. Appliquez les autorisations les moins privil\u00e9gi\u00e9es, s\u00e9curisez les coffres-forts de cl\u00e9s et verrouillez les consoles de stockage pour \u00e9viter toute utilisation abusive ou alt\u00e9ration.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Conservez des copies propres, inviolables et ind\u00e9l\u00e9biles.<\/strong> Conservez des copies prot\u00e9g\u00e9es des ensembles de donn\u00e9es et des configurations critiques, et r\u00e9p\u00e9tez les restaurations pour vous assurer que vous pouvez atteindre en toute fiabilit\u00e9 les objectifs de <a href=\"https:\/\/blog.everpuredata.com\/fr\/purely-technical\/rto-vs-rpo-whats-the-difference\/\" target=\"_blank\" rel=\"noreferrer noopener\">Recovery Point Objective (RPO) et de Temps de r\u00e9cup\u00e9ration (RTO).<\/a>  Cela vous aidera \u00e0 mieux vous d\u00e9fendre contre la falsification des Ransomware chiffrement des ransomwares et les suppressions accidentelles ou internes.<\/li>\n\n\n\n<li><strong>Contenir les dommages d\u00e8s la conception.<\/strong> Segmentez les r\u00e9seaux et appliquez une s\u00e9paration stricte des t\u00e2ches pour \u00e9viter qu\u2019une seule violation ne se propage dans l\u2019ensemble de votre environnement.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><em>D\u00e9couvrez comment la r\u00e9silience multicouche <\/em>prot\u00e8ge l\u2019<a href=\"https:\/\/www.purestorage.com\/video\/webinars\/unbreakable-cyber-recovery-the-power-of-layered-resilience\/6378441903112.html\" target=\"_blank\" rel=\"noreferrer noopener\"><em>int\u00e9grit\u00e9 des donn\u00e9es et facilite une reprise rapide \u00e0 n\u2019importe quelle \u00e9chelle<\/em><\/a><em>.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"h-3-ai-is-still-more-reactive-than-preventive\"><strong>3. L\u2019AI reste plus r\u00e9active que pr\u00e9ventive<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019AI est puissante pour faire face aux risques li\u00e9s au stockage de donn\u00e9es, tels que les lectures, les suppressions ou les mouvements inhabituels des donn\u00e9es. Cependant, elle n\u2019emp\u00eache pas les causes profondes, comme le clic d\u2019hame\u00e7onnage initial ou un jeton vol\u00e9. La bonne nouvelle, c\u2019est que, selon l\u2019\u00e9tude \u00ab\u00a0State of Cyber Resilience\u00a0\u00bb, l\u2019AI contribue \u00e0 r\u00e9duire les charges de travail manuelles pour les \u00e9quipes de s\u00e9curit\u00e9. Cela signifie que les praticiens disposent de plus de bande passante pour investir dans des mesures pr\u00e9ventives, comme des configurations plus strictes, la formation des employ\u00e9s et le durcissement syst\u00e9matique du syst\u00e8me.<br\/><br\/><strong>Conseils pour renforcer la r\u00e9silience<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Fermer facilement les portes.<\/strong> Gardez les syst\u00e8mes corrig\u00e9s, supprimez les comptes obsol\u00e8tes et fermez les chemins d\u2019acc\u00e8s inutilis\u00e9s pour \u00e9viter que de simples attaques ne prennent de l\u2019ampleur. Associez cela \u00e0 une formation de sensibilisation \u00e0 la s\u00e9curit\u00e9 qui apprend aux employ\u00e9s \u00e0 reconna\u00eetre le phishing, les liens malveillants et d\u2019autres astuces d\u2019ing\u00e9nierie sociale, faisant des utilisateurs des d\u00e9fenseurs de premi\u00e8re ligne.<\/li>\n\n\n\n<li><strong>Faites face aux changements risqu\u00e9s.<\/strong> Ajoutez une br\u00e8ve pause et un examen rapide des actions susceptibles d\u2019effacer les donn\u00e9es ou d\u2019affaiblir les protections, comme la suppression des sauvegardes ou la modification de la conservation\/des cl\u00e9s. Des \u00e9tiquettes claires et une courte liste de contr\u00f4le aident les gens \u00e0 savoir qu\u2019ils se trouvent sur un territoire risqu\u00e9.<\/li>\n\n\n\n<li><strong>R\u00e9cup\u00e9rer sur pilote automatique, apr\u00e8s un \u00ab\u00a0go\u00a0\u00bb humain.<\/strong> Avant de mettre en \u0153uvre des mises \u00e0 jour majeures ou des modifications de politiques, <a href=\"https:\/\/blog.everpuredata.com\/fr\/products\/protegez-vos-donnees-contre-les-attaques-de-ransomware-avec-les-snapshots-safemode\/\" target=\"_blank\" rel=\"noreferrer noopener\">prenez des snapshots ind\u00e9l\u00e9biles<\/a>, g\u00e9rez un plan de restauration d\u2019une page et effectuez des exercices de restauration rapide sur des \u00e9chantillons de donn\u00e9es pour vous assurer que tout le monde comprend comment revenir \u00e0 un \u00e9tat s\u00fbr.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-4-ai-models-must-evolve-or-risk-bad-calls\"><strong>4. Les mod\u00e8les d\u2019AI doivent \u00e9voluer, ou risquer de mauvais appels<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019AI n\u2019aide que si elle tire des enseignements de donn\u00e9es propres et actuelles. Sans v\u00e9rification, les mod\u00e8les d\u2019AI peuvent d\u00e9river, invoquant une activit\u00e9 normale suspecte ou manquante de nouveaux sch\u00e9mas. Et, comme nous le savons dans l\u2019\u00e9tude du Ponemon Institute, les professionnels de l\u2019informatique et de la s\u00e9curit\u00e9 consid\u00e8rent l\u2019empoisonnement d\u00e9lib\u00e9r\u00e9 des donn\u00e9es, la corruption des donn\u00e9es ou des \u00e9tiquettes d\u2019entra\u00eenement, comme le risque de stockage pilot\u00e9 par l\u2019AI le plus important.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Conseils pour renforcer la r\u00e9silience<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Actualisez vos mod\u00e8les avec des donn\u00e9es fiables.<\/strong> R\u00e9entra\u00eener r\u00e9guli\u00e8rement les mod\u00e8les \u00e0 l\u2019aide d\u2019ensembles de donn\u00e9es repr\u00e9sentatifs et v\u00e9rifi\u00e9s, et noter la source des donn\u00e9es. Oubliez tout ce que vous ne pouvez pas supporter.<\/li>\n\n\n\n<li><strong>Regardez les signaux.<\/strong> Surveillez les fausses alarmes et les erreurs. Si le bruit augmente, affinez les alertes ou r\u00e9entra\u00eenez-vous, et gardez toujours un mod\u00e8le de secours \u00e0 port\u00e9e de main en cas de changement de feu.<\/li>\n\n\n\n<li><strong>Prot\u00e9gez le pipeline.<\/strong> Limitez les personnes qui peuvent modifier les donn\u00e9es d\u2019entra\u00eenement, les \u00e9tiquettes ou les r\u00e8gles de d\u00e9tection. Pour les mises \u00e0 jour en masse, il faut un examen rapide par les pairs et tenir un journal des modifications simple.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-5-oversight-is-essential-to-prevent-automation-without-supervision\"><strong>5. La surveillance est essentielle pour \u00e9viter \u00ab\u00a0l\u2019automatisation sans surveillance\u00a0\u00bb<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI peut g\u00e9n\u00e9rer ou ajuster des r\u00e8gles de s\u00e9curit\u00e9 en temps r\u00e9el. Sans barri\u00e8res de s\u00e9curit\u00e9, elle peut \u00eatre surs\u00e9curis\u00e9e (bloquant l\u2019acc\u00e8s critique) ou sous-s\u00e9curis\u00e9e (menaces r\u00e9elles manquantes). Selon l\u2019\u00e9tude du Ponemon Institute sur Pure Storage, les syst\u00e8mes mal configur\u00e9s repr\u00e9sentent le deuxi\u00e8me risque de stockage pilot\u00e9 par l\u2019AI, soulignant le danger de l\u2019automatisation sans surveillance appropri\u00e9e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Conseils pour renforcer la r\u00e9silience<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D\u00e9finissez d\u2019abord les limites.<\/strong> Explique ce que l\u2019AI peut r\u00e9gler seule (par exemple, les seuils d\u2019alerte), ce qu\u2019une personne doit confirmer et ce qui est interdit (par exemple, les politiques de suppression).<\/li>\n\n\n\n<li><strong>Essai avant confiance.<\/strong> Laissez d\u2019abord les modifications propos\u00e9es par l\u2019AI s\u2019ex\u00e9cuter en mode ombre (recommandation\/alerte uniquement). De plus, utilisez des modifications limit\u00e9es dans le temps qui expirent \u00e0 moins qu\u2019un humain ne confirme qu\u2019il doit continuer, ce qui permet de s\u2019assurer que les r\u00e8gles non v\u00e9rifi\u00e9es ne persistent pas.<\/li>\n\n\n\n<li><strong>D\u00e9ployez-le en toute s\u00e9curit\u00e9, puis passez-le en revue.<\/strong> Mettez \u00e0 jour un petit groupe d\u2019utilisateurs, r\u00e9cup\u00e9rez automatiquement si les erreurs augmentent et effectuez un examen hebdomadaire rapide des modifications apport\u00e9es ou ajust\u00e9es par l\u2019AI pour d\u00e9cider des ajustements.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-6-effective-anomaly-detection-needs-very-broad-context\"><strong>6. Besoins de d\u00e9tection efficace des anomalies (tr\u00e8s) Contexte g\u00e9n\u00e9ral<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Pour rep\u00e9rer les attaques de type \u00ab\u00a0aiguille dans une pile de foin\u00a0\u00bb, l\u2019AI a besoin d\u2019un contexte entre les utilisateurs, les syst\u00e8mes et les magasins de donn\u00e9es. En d\u2019autres termes, elle a besoin de quantit\u00e9s massives de donn\u00e9es provenant de diverses sources. Mais l\u2019\u00e9volutivit\u00e9 r\u00e9duit les deux aspects\u00a0: Sans les garde-fous appropri\u00e9s, le tuyau de protection des donn\u00e9es peut facilement surcharger les outils et les personnes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Conseils pour renforcer la r\u00e9silience<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Surveillez ce qui compte.<\/strong> Suivez une courte liste de signaux d\u2019alerte, comme les suppressions inhabituelles et les transferts importants. Assurez-vous que chaque syst\u00e8me et chaque ensemble de donn\u00e9es sont d\u00e9sign\u00e9s pour acc\u00e9l\u00e9rer les d\u00e9cisions.<\/li>\n\n\n\n<li><strong>G\u00e9rez vos donn\u00e9es.<\/strong> Dupliquer \u00e0 mesure que les donn\u00e9es arrivent, conserver des enregistrements d\u00e9taill\u00e9s pendant une courte p\u00e9riode et des r\u00e9sum\u00e9s plus longtemps, et maintenir une ligne de base claire de l\u2019activit\u00e9 normale.<\/li>\n\n\n\n<li><strong>Rendez les alertes utiles.<\/strong> Corr\u00e9lez les \u00e9v\u00e9nements associ\u00e9s, d\u00e9finissez des seuils raisonnables et envoyez uniquement des alertes hautement prioritaires aux personnes, en particulier lorsque des modifications pourraient potentiellement d\u00e9truire ou exposer des donn\u00e9es.<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><a href=\"https:\/\/blog.everpuredata.com\/perspectives\/security-pure-storage-delivers-cve-information\/\" target=\"_blank\" rel=\"noreferrer noopener\"><em>D\u00e9couvrez comment Pure Storage fournit les informations CVE exploitables<\/em><\/a> dont les<em> clients ont besoin pour comprendre et att\u00e9nuer les vuln\u00e9rabilit\u00e9s.<\/em>\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-7-ai-s-data-hunger-raises-privacy-and-compliance-risk\"><strong>7. La faim de donn\u00e9es de l\u2019AI augmente les risques en mati\u00e8re de confidentialit\u00e9 et de conformit\u00e9<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Les syst\u00e8mes d\u2019AI g\u00e9n\u00e9rative ont souvent besoin d\u2019acc\u00e9der \u00e0 des donn\u00e9es sensibles pour obtenir des r\u00e9sultats pertinents. Cela augmente les risques d\u2019exposition accidentelle et d\u2019erreurs de conformit\u00e9, en particulier en vertu du R\u00e8glement g\u00e9n\u00e9ral sur la protection des donn\u00e9es (RGPD), de la loi California Consumer Privacy Act (CCPA) et des r\u00e8gles \u00e9mergentes de responsabilit\u00e9 en mati\u00e8re d\u2019AI. L\u2019objectif est de favoriser l\u2019AI sans \u00e9largir votre surface d\u2019attaque de confidentialit\u00e9.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Conseils pour renforcer la r\u00e9silience<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Limitez ce que l\u2019AI peut voir.<\/strong> \u00c9tiqueter les donn\u00e9es sensibles et fournir aux mod\u00e8les uniquement les informations n\u00e9cessaires. Par d\u00e9faut, masquez ou supprimez les donn\u00e9es personnelles et, si possible, testez avec des \u00e9chantillons de donn\u00e9es factices ou plus petits.<\/li>\n\n\n\n<li><strong>Renforcez la confidentialit\u00e9 du stockage.<\/strong> Utilisez des contr\u00f4les d\u2019acc\u00e8s stricts, des autorisations limit\u00e9es dans le temps et des copies verrouill\u00e9es et immuables (immuables\/verrouill\u00e9es \u00e0 la conservation) afin que les donn\u00e9es sensibles ne puissent pas \u00eatre modifi\u00e9es ou expos\u00e9es. De plus, assurez-<a href=\"https:\/\/www.youtube.com\/watch?v=3sZzn_h-H0I\" target=\"_blank\" rel=\"noreferrer noopener\">vous que les donn\u00e9es sont chiffr\u00e9es<\/a> au REST et en transit.<\/li>\n\n\n\n<li><strong>D\u00e9finissez des garde-fous pour l\u2019utilisation et le partage.<\/strong> D\u00e9cidez de l\u2019emplacement des invites, des r\u00e9sultats et des journaux, de qui y acc\u00e9der et de la dur\u00e9e pendant laquelle vous les conserverez. Suivez une approche moins privil\u00e9gi\u00e9e afin que seuls les utilisateurs ou syst\u00e8mes autoris\u00e9s puissent afficher des r\u00e9sultats sensibles. Conservez une piste d\u2019audit et d\u00e9sactivez toute fonctionnalit\u00e9 qui enregistre des invites ou des r\u00e9sultats, sauf si vous en avez r\u00e9ellement besoin.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-resilience-is-the-way-forward-for-ai-and-data-security\"><strong>La r\u00e9silience est la voie \u00e0 suivre pour l\u2019AI et la s\u00e9curit\u00e9 des donn\u00e9es<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019AI simplifie d\u00e9j\u00e0 la s\u00e9curit\u00e9 des donn\u00e9es en automatisant les t\u00e2ches r\u00e9p\u00e9titives, en r\u00e9duisant les co\u00fbts et en laissant aux \u00e9quipes un temps pr\u00e9cieux. Mais cela introduit \u00e9galement de nouveaux risques. La voie \u00e0 suivre en mati\u00e8re d\u2019AI consiste \u00e0 prioriser la r\u00e9silience \u00e0 chaque instant, en int\u00e9grant la s\u00e9curit\u00e9 \u00e0 votre fondation gr\u00e2ce \u00e0 des d\u00e9fenses multicouches, des <a href=\"https:\/\/www.purestorage.com\/solutions\/cyber-resilience\/ransomware\/safemode.html\" target=\"_blank\" rel=\"noreferrer noopener\">donn\u00e9es immuables<\/a> et une <a href=\"https:\/\/blog.everpuredata.com\/perspectives\/what-is-a-resiliency-architecture-and-how-do-you-build-one\/\" target=\"_blank\" rel=\"noreferrer noopener\">infrastructure \u00e0 plusieurs niveaux pr\u00eate pour la reprise<\/a>. Pure Storage aide les organisations \u00e0 atteindre cette r\u00e9silience en simplifiant les op\u00e9rations au niveau de la couche de donn\u00e9es et en permettant une reprise rapide et pr\u00e9visible au moment le plus important.<br\/><br\/>Bien que les d\u00e9fis li\u00e9s \u00e0 l\u2019AI et \u00e0 la s\u00e9curit\u00e9 des donn\u00e9es d\u00e9crits ci-dessus persistent toute l\u2019ann\u00e9e, le <a href=\"https:\/\/www.cisa.gov\/cybersecurity-awareness-month\" target=\"_blank\" rel=\"noreferrer noopener\">mois de sensibilisation \u00e0 la cybers\u00e9curit\u00e9<\/a> vous rappelle en temps opportun d\u2019\u00e9valuer votre posture de s\u00e9curit\u00e9, de revoir vos strat\u00e9gies de reprise et de vous assurer que vos ambitions en mati\u00e8re d\u2019AI reposent sur une plateforme de donn\u00e9es s\u00e9curis\u00e9e, conforme et r\u00e9siliente comme Pure Storage. En 2026 et au-del\u00e0, ces d\u00e9fis ne feront que s\u2019intensifier, ce qui rend le moment de se pr\u00e9parer.<\/p>\n\n\n\n<div class=\"wp-block-cover is-light has-border-color\" style=\"border-color:#FFCFB6;border-width:2px;border-top-left-radius:16px;border-top-right-radius:16px;border-bottom-left-radius:16px;border-bottom-right-radius:16px;min-height:350px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"237\" class=\"wp-block-cover__image-background wp-image-172979 size-large\" alt=\"Ponemon Institute\" src=\"https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2025\/07\/Ponemon-Institute-1024x237.png\" style=\"object-position:80% 54%\" data-object-fit=\"cover\" data-object-position=\"80% 54%\" srcset=\"https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2025\/07\/Ponemon-Institute-1024x237.png 1024w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2025\/07\/Ponemon-Institute-728x169.png 728w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2025\/07\/Ponemon-Institute-768x178.png 768w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2025\/07\/Ponemon-Institute-1536x356.png 1536w, https:\/\/blog.everpuredata.com\/wp-content\/uploads\/2025\/07\/Ponemon-Institute.png 1650w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-0 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-container-core-cover-is-layout-52e20806 wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-columns is-not-stacked-on-mobile is-layout-flex wp-container-core-columns-is-layout-1c666923 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-container-core-column-is-layout-9053edae wp-block-column-is-layout-flow\" style=\"flex-basis:40%\">\n<div class=\"wp-block-group has-contrast-color has-text-color has-link-color wp-elements-2e157314eedcf69e3127be63d37cc3b8 is-layout-flow wp-block-group-is-layout-flow\" style=\"margin-top:0px;margin-bottom:0px;padding-top:0px;padding-bottom:0px\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-contrast-color has-text-color has-link-color wp-elements-e008822715c1808d56a3eac493a01831\" id=\"h-the-state-of-cyber-resilience\" style=\"margin-top:0px;margin-bottom:20px;font-size:clamp(1.352rem, 1.352rem + ((1vw - 0.2rem) * 1.413), 2.2rem);line-height:1.2\">The State of Cyber Resilience<\/h2>\n\n\n\n<p class=\"has-contrast-color has-text-color has-link-color wp-elements-3d31c6559b8bd78a4d31f309cdccbdd0 wp-block-paragraph\">Learn how 620 US-based IT security practitioners are approaching data storage security in the age of AI.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-left is-nowrap is-layout-flex wp-container-core-buttons-is-layout-0fdbba7e wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-secondary-background-color has-background has-custom-font-size wp-element-button\" href=\"https:\/\/www.purestorage.com\/resources\/type-a\/the-state-of-cyber-resilience.html\" style=\"padding-top:10px;padding-right:14px;padding-bottom:10px;padding-left:14px;font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.208), 1rem);line-height:1.2\" target=\"_blank\" rel=\"noreferrer noopener\">Read the Report<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\">\n<div class=\"wp-block-group sticky-content has-mint-green-500-background-color has-background is-layout-flow wp-block-group-is-layout-flow\" style=\"border-radius:20px;padding-top:20px;padding-right:20px;padding-bottom:20px;padding-left:20px\">\n<h2 class=\"wp-block-heading has-text-align-center has-ash-gray-500-color has-text-color has-link-color wp-elements-7916afff6dc385072d1ef7ff006e792b\" id=\"h-title\" style=\"font-size:px\">Efficacit\u00e9 de l\u2019AI \u00e0 chaque \u00e9tape<\/h2>\n\n\n\n<p class=\"has-text-align-center has-ash-gray-500-color has-text-color has-link-color wp-elements-7eaae36b543cfda117391ba361a88ed0 wp-block-paragraph\" style=\"font-size:clamp(0.875rem, 0.875rem + ((1vw - 0.2rem) * 0.208), 1rem);\">Alimentez votre infrastructure d\u2019AI avec la plateforme de stockage qui garantit une efficacit\u00e9 maximale pour l\u2019ensemble du processus d\u2019AI, de la conservation des donn\u00e9es \u00e0 l\u2019entra\u00eenement et \u00e0 l\u2019inf\u00e9rence.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-f8bdad00 wp-block-buttons-is-layout-flex\" style=\"margin-top:1em;margin-bottom:1em\">\n<div class=\"wp-block-button is-style-outline button-sticky is-style-outline--2\"><a class=\"wp-block-button__link has-cloud-white-500-color has-basil-green-500-background-color has-text-color has-background has-link-color has-inter-font-family has-custom-font-size wp-element-button\" href=\"https:\/\/www.purestorage.com\/solutions\/analytics-and-ai\/artificial-intelligence.html\" style=\"border-style:none;border-width:0px;border-radius:4px;padding-top:14px;padding-right:16px;padding-bottom:14px;padding-left:16px;font-size:clamp(14px, 0.875rem + ((1vw - 3.2px) * 0.208), 16px);\" target=\"_blank\" rel=\"noreferrer noopener\">Read More<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Dans le domaine de la cybers\u00e9curit\u00e9, l\u2019AI peut nous aider, mais elle peut \u00e9galement aider les malfaiteurs. Voici sept \u00e9l\u00e9ments \u00e0 prendre en compte lorsque vous utilisez l\u2019AI pour la s\u00e9curit\u00e9 et ce dont vous avez besoin pour les r\u00e9soudre.<\/p>\n","protected":false},"author":439,"featured_media":173327,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[13866],"tags":[13944,14426,14717,14354],"content-position":[],"ppma_author":[14179],"class_list":["post-176219","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-perspectives","tag-ai-and-machine-learning-fr","tag-cybersecurity-fr","tag-disaster-recovery-fr","tag-ransomware-fr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v28.0) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>7 d\u00e9fis li\u00e9s \u00e0 l\u2019application de l\u2019AI \u00e0 la s\u00e9curit\u00e9 des donn\u00e9es<\/title>\n<meta name=\"description\" content=\"Dans le domaine de la cybers\u00e9curit\u00e9, l\u2019AI peut \u00eatre utile, mais elle peut \u00e9galement aider les malfaiteurs. 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