{"id":1469,"date":"2026-09-07T11:38:17","date_gmt":"2026-09-07T11:38:17","guid":{"rendered":"https:\/\/maroczain.com\/aviation.maroczain.com\/?page_id=1469"},"modified":"2026-09-07T11:38:17","modified_gmt":"2026-09-07T11:38:17","slug":"ai-security-specialist","status":"publish","type":"page","link":"https:\/\/maroczain.com\/aviation.maroczain.com\/ai-security-specialist\/","title":{"rendered":"AI Security Specialist"},"content":{"rendered":"\n&#8220;`html\n<!-- MZA FUTURE JOBS \u2014 AI SECURITY SPECIALIST -->\n<div id=\"mza-ai-security\">\n\n<style>\n#mza-ai-security,\n#mza-ai-security *{box-sizing:border-box}\n\n#mza-ai-security{\n  --navy:#071b33;\n  --gold:#d8aa45;\n  --gold2:#f0d88e;\n  --bg:#f5f7fb;\n  --text:#17253a;\n  --muted:#69778b;\n  --border:#dce4ed;\n  font-family:Arial,Helvetica,sans-serif;\n  background:var(--bg);\n  color:var(--text);\n  width:100%;\n  overflow:hidden;\n}\n\n#mza-ai-security a{text-decoration:none}\n\n#mza-ai-security .wrap{\n  max-width:1240px;\n  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.facts{grid-template-columns:1fr}\n  #mza-ai-security .topbar{\n    flex-direction:column;\n    align-items:flex-start;\n  }\n}\n<\/style>\n\n<div class=\"hero\">\n<div class=\"wrap\">\n\n<div class=\"topbar\">\n<a class=\"back\" href=\"\/future-jobs\/\">\u2190 Retour aux M\u00e9tiers du Futur<\/a>\n<div class=\"brand\">MAROC ZAIN ACADEMY \u2022 AI SECURITY<\/div>\n<\/div>\n\n<div class=\"hero-grid\">\n\n<div>\n<div class=\"icon\">\ud83e\udd16\ud83d\udee1\ufe0f<\/div>\n<div class=\"category\">IA \u2022 Cybersecurity \u2022 Governance \u2022 Risk<\/div>\n\n<h1>AI Security Specialist<\/h1>\n\n<p class=\"lead\">\nApprenez \u00e0 identifier les risques propres aux syst\u00e8mes d\u2019intelligence artificielle,\n\u00e0 prot\u00e9ger les donn\u00e9es et les usages, \u00e0 \u00e9valuer la robustesse d\u2019un assistant IA\net \u00e0 mettre en place une gouvernance adapt\u00e9e.\n<\/p>\n\n<div class=\"hero-actions\">\n<a class=\"btn btn-gold\" href=\"#programme\">Voir le programme<\/a>\n<a class=\"btn btn-light\" href=\"#certification\">Certification MZA<\/a>\n<\/div>\n<\/div>\n\n<div class=\"hero-card\">\n<div class=\"facts\">\n\n<div class=\"fact\">\n<small>Dur\u00e9e<\/small>\n<strong>80 heures<\/strong>\n<\/div>\n\n<div class=\"fact\">\n<small>Niveau<\/small>\n<strong>Interm\u00e9diaire \u2192 Pro<\/strong>\n<\/div>\n\n<div class=\"fact\">\n<small>Modules<\/small>\n<strong>14 modules<\/strong>\n<\/div>\n\n<div class=\"fact\">\n<small>Projet final<\/small>\n<strong>Audit d\u2019un assistant IA<\/strong>\n<\/div>\n\n<\/div>\n<\/div>\n\n<\/div>\n<\/div>\n<\/div>\n\n<section>\n<div class=\"wrap\">\n\n<div class=\"section-head\">\n<span class=\"tag\">Comp\u00e9tences<\/span>\n<h2>S\u00e9curiser les usages de l\u2019intelligence artificielle<\/h2>\n<p>\nL\u2019AI Security Specialist se situe au croisement de la cybers\u00e9curit\u00e9,\nde la gouvernance des donn\u00e9es et de l\u2019intelligence artificielle.\n<\/p>\n<\/div>\n\n<div class=\"skills\">\n\n<div class=\"skill\">\n<span>\ud83e\udd16<\/span>\n<h3>Comprendre les syst\u00e8mes IA<\/h3>\n<p>Identifier leurs composants, leurs usages et leurs points sensibles.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\u26a0\ufe0f<\/span>\n<h3>Analyser les risques IA<\/h3>\n<p>Rep\u00e9rer les risques li\u00e9s aux donn\u00e9es, aux instructions, aux sorties et aux int\u00e9grations.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83e\udde0<\/span>\n<h3>Tester la robustesse<\/h3>\n<p>\u00c9valuer la capacit\u00e9 d\u2019un syst\u00e8me \u00e0 r\u00e9sister \u00e0 des usages inattendus.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\udd10<\/span>\n<h3>Prot\u00e9ger les donn\u00e9es<\/h3>\n<p>Limiter l\u2019exposition d\u2019informations sensibles dans les workflows IA.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\udcdc<\/span>\n<h3>Mettre en place une gouvernance<\/h3>\n<p>D\u00e9finir r\u00e8gles, responsabilit\u00e9s, validations et documentation.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\udc41\ufe0f<\/span>\n<h3>Superviser les usages<\/h3>\n<p>Cr\u00e9er des m\u00e9canismes de contr\u00f4le, de tra\u00e7abilit\u00e9 et d\u2019alerte.<\/p>\n<\/div>\n\n<\/div>\n<\/div>\n<\/section>\n\n<section id=\"programme\" style=\"background:#eef2f6\">\n<div class=\"wrap\">\n\n<div class=\"section-head\">\n<span class=\"tag\">Programme complet<\/span>\n<h2>14 modules AI Security<\/h2>\n<p>\nUn parcours con\u00e7u pour s\u00e9curiser les assistants IA, agents intelligents,\nworkflows automatis\u00e9s et usages professionnels de l\u2019IA.\n<\/p>\n<\/div>\n\n<div class=\"modules\">\n\n<div class=\"module\">\n<div class=\"num\">01<\/div>\n<div>\n<h3>Fondamentaux de l\u2019AI Security<\/h3>\n<p>Menaces, actifs, usages, vuln\u00e9rabilit\u00e9s et responsabilit\u00e9s.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">02<\/div>\n<div>\n<h3>Architecture d\u2019un syst\u00e8me IA<\/h3>\n<p>Mod\u00e8les, donn\u00e9es, prompts, interfaces, outils et int\u00e9grations.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">03<\/div>\n<div>\n<h3>Risques li\u00e9s aux donn\u00e9es<\/h3>\n<p>Confidentialit\u00e9, donn\u00e9es sensibles, qualit\u00e9, provenance et exposition.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">04<\/div>\n<div>\n<h3>Prompt Injection<\/h3>\n<p>Comprendre les risques de manipulation des instructions dans un cadre p\u00e9dagogique.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">05<\/div>\n<div>\n<h3>Abus et d\u00e9tournement d\u2019usage<\/h3>\n<p>Identifier les sc\u00e9narios o\u00f9 un syst\u00e8me peut \u00eatre utilis\u00e9 au-del\u00e0 de sa finalit\u00e9.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">06<\/div>\n<div>\n<h3>Hallucinations et fiabilit\u00e9<\/h3>\n<p>Mettre en place des contr\u00f4les pour r\u00e9duire les r\u00e9ponses incorrectes ou non v\u00e9rifi\u00e9es.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">07<\/div>\n<div>\n<h3>Contr\u00f4le des outils et agents<\/h3>\n<p>Limiter les actions qu\u2019un agent IA est autoris\u00e9 \u00e0 r\u00e9aliser.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">08<\/div>\n<div>\n<h3>Human in the Loop<\/h3>\n<p>D\u00e9finir les situations n\u00e9cessitant une validation humaine obligatoire.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">09<\/div>\n<div>\n<h3>Tra\u00e7abilit\u00e9<\/h3>\n<p>Documenter d\u00e9cisions, requ\u00eates, r\u00e9ponses et actions importantes.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">10<\/div>\n<div>\n<h3>Monitoring IA<\/h3>\n<p>Suivre qualit\u00e9, incidents, d\u00e9rives et comportements inhabituels.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">11<\/div>\n<div>\n<h3>Gouvernance des mod\u00e8les<\/h3>\n<p>Organiser validation, responsabilit\u00e9s, changements et revues.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">12<\/div>\n<div>\n<h3>AI Risk Assessment<\/h3>\n<p>Construire une analyse structur\u00e9e des risques d\u2019un cas d\u2019usage.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">13<\/div>\n<div>\n<h3>Audit d\u2019un syst\u00e8me IA<\/h3>\n<p>Cr\u00e9er une grille d\u2019\u00e9valuation s\u00e9curit\u00e9, qualit\u00e9 et gouvernance.<\/p>\n<\/div>\n<\/div>\n\n<div class=\"module\">\n<div class=\"num\">14<\/div>\n<div>\n<h3>Projet AI Security<\/h3>\n<p>Auditer un assistant IA m\u00e9tier et proposer un plan de s\u00e9curisation.<\/p>\n<\/div>\n<\/div>\n\n<\/div>\n<\/div>\n<\/section>\n\n<section class=\"dark\">\n<div class=\"wrap\">\n\n<div class=\"section-head\">\n<span class=\"tag\" style=\"color:#f0d88e\">M\u00e9thode MZA<\/span>\n<h2>S\u00e9curiser tout le cycle de vie IA<\/h2>\n<p>\nLa s\u00e9curit\u00e9 ne concerne pas seulement le mod\u00e8le : elle couvre aussi\nles donn\u00e9es, les instructions, les outils, les utilisateurs et les d\u00e9cisions.\n<\/p>\n<\/div>\n\n<div class=\"steps\">\n<div class=\"step\"><strong>01<\/strong>Identifier<\/div>\n<div class=\"step\"><strong>02<\/strong>Classer<\/div>\n<div class=\"step\"><strong>03<\/strong>Prot\u00e9ger<\/div>\n<div class=\"step\"><strong>04<\/strong>Limiter<\/div>\n<div class=\"step\"><strong>05<\/strong>Superviser<\/div>\n<div class=\"step\"><strong>06<\/strong>Auditer<\/div>\n<div class=\"step\"><strong>07<\/strong>Am\u00e9liorer<\/div>\n<\/div>\n\n<\/div>\n<\/section>\n\n<section>\n<div class=\"wrap\">\n\n<div class=\"section-head\">\n<span class=\"tag\">Risques \u00e9tudi\u00e9s<\/span>\n<h2>Les principales familles de risques IA<\/h2>\n<\/div>\n\n<div class=\"riskgrid\">\n\n<div class=\"risk\">\n<b>\ud83d\udd10 Fuite de donn\u00e9es<\/b>\nDes informations sensibles sont expos\u00e9es ou r\u00e9utilis\u00e9es de mani\u00e8re inappropri\u00e9e.\n<\/div>\n\n<div class=\"risk\">\n<b>\ud83e\uddfe Manipulation d\u2019instructions<\/b>\nLe syst\u00e8me est incit\u00e9 \u00e0 ignorer ses r\u00e8gles ou son contexte initial.\n<\/div>\n\n<div class=\"risk\">\n<b>\ud83e\udd25 R\u00e9ponse non fiable<\/b>\nL\u2019IA produit une r\u00e9ponse plausible mais incorrecte.\n<\/div>\n\n<div class=\"risk\">\n<b>\ud83d\udee0\ufe0f Action excessive<\/b>\nUn agent dispose de capacit\u00e9s trop larges par rapport \u00e0 sa mission.\n<\/div>\n\n<div class=\"risk\">\n<b>\ud83d\udc64 Absence de contr\u00f4le humain<\/b>\nUne d\u00e9cision sensible est automatis\u00e9e sans validation suffisante.\n<\/div>\n\n<div class=\"risk\">\n<b>\ud83d\udcc9 D\u00e9rive de performance<\/b>\nLa qualit\u00e9 du syst\u00e8me \u00e9volue et devient moins conforme aux attentes.<\/div>\n\n<\/div>\n<\/div>\n<\/section>\n\n<section style=\"background:#eef2f6\">\n<div class=\"wrap\">\n\n<div class=\"section-head\">\n<span class=\"tag\">Mission professionnelle<\/span>\n<h2>Auditer un assistant IA d\u2019entreprise<\/h2>\n<\/div>\n\n<div class=\"project-grid\">\n\n<div class=\"panel\">\n<h3>\ud83c\udfaf Votre mission<\/h3>\n\n<p>\nUne entreprise souhaite d\u00e9ployer un assistant IA capable de r\u00e9pondre\naux collaborateurs, analyser des documents et d\u00e9clencher certaines actions.\n<\/p>\n\n<p>\nAvant le lancement, la Direction veut v\u00e9rifier que l\u2019assistant est fiable,\ns\u00e9curis\u00e9, correctement supervis\u00e9 et limit\u00e9 aux usages pr\u00e9vus.\n<\/p>\n<\/div>\n\n<div class=\"panel\">\n<h3>\ud83d\udccb Livrables attendus<\/h3>\n\n<ul>\n<li>Cartographie du syst\u00e8me IA<\/li>\n<li>Inventaire des donn\u00e9es utilis\u00e9es<\/li>\n<li>Analyse des risques<\/li>\n<li>Sc\u00e9narios de tests<\/li>\n<li>Contr\u00f4les de confidentialit\u00e9<\/li>\n<li>R\u00e8gles de permissions<\/li>\n<li>Human-in-the-Loop Matrix<\/li>\n<li>Plan de monitoring<\/li>\n<li>Journalisation recommand\u00e9e<\/li>\n<li>Plan de traitement des incidents<\/li>\n<li>AI Security Policy<\/li>\n<li>Rapport ex\u00e9cutif Direction<\/li>\n<\/ul>\n\n<\/div>\n\n<\/div>\n<\/div>\n<\/section>\n\n<section>\n<div class=\"wrap\">\n\n<div class=\"section-head\">\n<span class=\"tag\">Gouvernance<\/span>\n<h2>Les 6 contr\u00f4les indispensables<\/h2>\n<\/div>\n\n<div class=\"skills\">\n\n<div class=\"skill\">\n<span>\ud83c\udfaf<\/span>\n<h3>Usage d\u00e9fini<\/h3>\n<p>Le syst\u00e8me poss\u00e8de une finalit\u00e9 claire et document\u00e9e.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\udd10<\/span>\n<h3>Donn\u00e9es ma\u00eetris\u00e9es<\/h3>\n<p>Les donn\u00e9es utilis\u00e9es sont connues, class\u00e9es et prot\u00e9g\u00e9es.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\udc64<\/span>\n<h3>Responsable identifi\u00e9<\/h3>\n<p>Chaque syst\u00e8me IA poss\u00e8de un propri\u00e9taire m\u00e9tier et technique.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\uded1<\/span>\n<h3>Limites explicites<\/h3>\n<p>Les actions interdites ou sensibles sont clairement encadr\u00e9es.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\udc41\ufe0f<\/span>\n<h3>Supervision<\/h3>\n<p>Qualit\u00e9, erreurs et incidents sont suivis dans le temps.<\/p>\n<\/div>\n\n<div class=\"skill\">\n<span>\ud83d\udcdd<\/span>\n<h3>Tra\u00e7abilit\u00e9<\/h3>\n<p>Les d\u00e9cisions critiques peuvent \u00eatre expliqu\u00e9es et reconstitu\u00e9es.<\/p>\n<\/div>\n\n<\/div>\n\n<\/div>\n<\/section>\n\n<section style=\"background:#eef2f6\">\n<div class=\"wrap\">\n\n<div class=\"section-head\">\n<span class=\"tag\">D\u00e9bouch\u00e9s<\/span>\n<h2>Les fonctions accessibles<\/h2>\n<\/div>\n\n<div class=\"careers\">\n<div class=\"career\">\ud83e\udd16 AI Security Analyst<\/div>\n<div class=\"career\">\u26a0\ufe0f AI Risk Officer<\/div>\n<div class=\"career\">\ud83d\udcdc AI Governance Specialist<\/div>\n<div class=\"career\">\ud83d\udee1\ufe0f AI Security Specialist<\/div>\n<\/div>\n\n<\/div>\n<\/section>\n\n<section id=\"certification\">\n<div class=\"wrap\">\n\n<div class=\"exam\">\n\n<div class=\"section-head\">\n<span class=\"tag\">Certification<\/span>\n<h2>Certification MZA AI Security Specialist<\/h2>\n<p>\nLa certification valide la capacit\u00e9 \u00e0 analyser les risques d\u2019un syst\u00e8me IA,\nmettre en place des contr\u00f4les et produire un plan complet de s\u00e9curisation.\n<\/p>\n<\/div>\n\n<div class=\"exam-grid\">\n\n<div class=\"exam-box\">\n<strong>20%<\/strong>\nQCM AI Security\n<\/div>\n\n<div class=\"exam-box\">\n<strong>25%<\/strong>\nRisk Assessment\n<\/div>\n\n<div class=\"exam-box\">\n<strong>40%<\/strong>\nAudit final\n<\/div>\n\n<div class=\"exam-box\">\n<strong>15%<\/strong>\nSoutenance\n<\/div>\n\n<\/div>\n\n<\/div>\n<\/div>\n<\/section>\n\n<section>\n<div class=\"wrap\">\n\n<div class=\"cta\">\n\n<h2>Devenez AI Security Specialist.<\/h2>\n\n<p>\nApprenez \u00e0 accompagner le d\u00e9veloppement de l\u2019intelligence artificielle\nsans sacrifier la s\u00e9curit\u00e9, la confidentialit\u00e9, la supervision et la confiance.\n<\/p>\n\n<a class=\"btn btn-gold\" href=\"#programme\">\n\ud83e\udd16\ud83d\udee1\ufe0f Commencer le parcours\n<\/a>\n\n<\/div>\n\n<\/div>\n<\/section>\n\n<\/div>\n&#8220;`\n","protected":false},"excerpt":{"rendered":"<p>&#8220;`html \u2190 Retour aux M\u00e9tiers du Futur MAROC ZAIN ACADEMY \u2022 AI SECURITY \ud83e\udd16\ud83d\udee1\ufe0f IA \u2022 Cybersecurity \u2022 Governance \u2022 Risk AI Security Specialist Apprenez \u00e0 identifier les risques propres aux syst\u00e8mes d\u2019intelligence artificielle, \u00e0 prot\u00e9ger les donn\u00e9es et les usages, \u00e0 \u00e9valuer la robustesse d\u2019un assistant IA et \u00e0 mettre en place une gouvernance [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1469","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/pages\/1469","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/comments?post=1469"}],"version-history":[{"count":1,"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/pages\/1469\/revisions"}],"predecessor-version":[{"id":1471,"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/pages\/1469\/revisions\/1471"}],"wp:attachment":[{"href":"https:\/\/maroczain.com\/aviation.maroczain.com\/wp-json\/wp\/v2\/media?parent=1469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}