CINXE.COM

AI Safety Initiative: Pioneering AI Compliance & Safety | CSA

<!DOCTYPE html><html><head><title>AI Safety Initiative: Pioneering AI Compliance &amp; Safety | CSA</title> <meta name="description" content="Explore cutting-edge research, best practices, and AI events from the Cloud Security Alliance alongside global AI leaders. Ensure safe, responsible, and compliant AI deployments across industries with our authoritative guidance and collaborative approach."> <link rel="canonical" href="https://cloudsecurityalliance.org/ai-safety-initiative"> <link rel="image_src" href="/assets/social-share/facebook-429f9d45f1c2afbf16c63ff940668c3dfc1e7ed3f9155f98eab6691bf6b5fd82.jpg"> <meta property="og:locale" content="en"> <meta property="og:type" content="website"> <meta property="og:title" content="AI Safety Initiative: Pioneering AI Compliance &amp; Safety | CSA"> <meta property="og:description" content="Explore cutting-edge research, best practices, and AI events from the Cloud Security Alliance alongside global AI leaders. Ensure safe, responsible, and compliant AI deployments across industries with our authoritative guidance and collaborative approach."> <meta property="og:url" content="https://cloudsecurityalliance.org/ai-safety-initiative"> <meta property="og:site_name" content="CSA"> <meta property="og:image" content="/assets/social-share/facebook-429f9d45f1c2afbf16c63ff940668c3dfc1e7ed3f9155f98eab6691bf6b5fd82.jpg"> <meta name="twitter:card" content="summary"> <meta name="twitter:title" content="AI Safety Initiative: Pioneering AI Compliance &amp; Safety | CSA"> <meta name="twitter:description" content="Explore cutting-edge research, best practices, and AI events from the Cloud Security Alliance alongside global AI leaders. Ensure safe, responsible, and compliant AI deployments across industries with our authoritative guidance and collaborative approach."> <meta name="twitter:site" content="@cloudsa"> <meta name="twitter:site_name" content="CSA"> <meta name="twitter:creator" content="@cloudsa"> <meta name="twitter:image" content="/assets/social-share/facebook-429f9d45f1c2afbf16c63ff940668c3dfc1e7ed3f9155f98eab6691bf6b5fd82.jpg"><meta name="csrf-param" content="authenticity_token" /> <meta name="csrf-token" content="2G1xigrXMRCo9xFh6xd8tOeH5QK91jXCaPa1wDkdHFmfoymtfudulp7w-QlgkGOx3y6RDrv2SrX--kjOxcXjgA" /><meta name="csp-nonce" /><meta content="text/html;charset=utf-8" http-equiv="Content-type" /><meta content="width=device-width, initial-scale=1" name="viewport" /><meta content="IE=edge,chrome=1" http-equiv="X-UA-Compatible" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/favicon/favicon.ico" rel="Shortcut Icon" type="image/x-icon" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/iphone.png" rel="apple-touch-icon" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-57x57.png" rel="apple-touch-icon" sizes="57x57" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-60x60.png" rel="apple-touch-icon" sizes="60x60" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-72x72.png" rel="apple-touch-icon" sizes="72x72" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-76x76.png" rel="apple-touch-icon" sizes="76x76" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-114x114.png" rel="apple-touch-icon" sizes="114x114" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-120x120.png" rel="apple-touch-icon" sizes="120x120" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-144x144.png" rel="apple-touch-icon" sizes="144x144" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-152x152.png" rel="apple-touch-icon" sizes="152x152" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/apple-touch-icons/apple-touch-icon-180x180.png" rel="apple-touch-icon" sizes="180x180" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/favicon/favicon-16x16.png" rel="icon" sizes="16x16" type="image/png" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/favicon/favicon-32x32.png" rel="icon" sizes="32x32" type="image/png" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/favicon/favicon-96x96.png" rel="icon" sizes="96x96" type="image/png" /><link href="https://assets.cloudsecurityalliance.org/legacy/local-cdn/global/site/android-chrome-icons/android-chrome-192x192.png" rel="icon" sizes="192x192" type="image/png" /><link rel="stylesheet" href="/assets/application-05bb97dee3bde9273f3ea4ad89383d77da30c6ea8d3bcd824987c3524b12507b.css" data-turbolinks-track="reload" /><link href="https://fonts.googleapis.com/css?family=Open+Sans%3A300italic%2C400italic%2C600italic%2C700italic%2C800italic%2C400%2C300%2C600%2C700%2C800&amp;amp;#038;ver=1.0" media="all" rel="stylesheet" type="text/css" /><link href="https://fonts.googleapis.com/css?family=Titillium+Web%3A400%2C600&amp;amp;#038;ver=1.0" media="all" rel="stylesheet" type="text/css" /><link href="https://use.typekit.net/tpr8qgx.css" rel="stylesheet" /><script>window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('consent', 'default', { 'ad_storage': 'denied', 'ad_user_data': 'denied', 'ad_personalization': 'denied', 'analytics_storage': 'denied', }); window.gtag = gtag;</script><!-- Google Tag Manager Head Tag--><script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({"gtm.start": new Date().getTime(),event:"gtm.js"});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!="dataLayer"?"&l="+l:"";j.async=true;j.src= "https://www.googletagmanager.com/gtm.js?id=" +i+dl;f.parentNode.insertBefore(j,f); })(window,document,"script","dataLayer",'GTM-WGMWDNB');</script><!-- End Google Tag Manager Head Tag --><script src="/assets/application-ba4225ec596eebba3745394b97bb2fd7e5bcbe822dfa1440400acee76232d3fd.js" data-turbo-track="reload"></script><script async="" defer="" src="https://www.google.com/recaptcha/api.js?render=explicit"></script><script>window.addEventListener("turbo:before-render", function () { window.zEACLoaded = undefined; // this is the "hidden" global var that zendesk uses to check if it's loaded its widget yet });</script></head><body class="csa"><!-- Google Tag Manager Body Tag (noscript) --> <noscript> <iframe src="https://www.googletagmanager.com/ns.html?id=GTM-WGMWDNB" height="0" width="0" style="display:none;visibility:hidden"> </iframe> </noscript> <!-- End Google Tag Manager Body Tag (noscript) --> <style>.callout-banner { text-align: center; position: relative; font-weight: 300; font-size: 12px; } @media screen and (max-width: 1110px) { .callout-banner { margin-top: 40px; } }</style><style>.app_notification a { color: white !important; text-decoration: underline; }</style><header class="csa-c-layout-header"><div class="o-area" id="quicklinks"><div class="c-quicklinks"><div class="o-container"><a class="c-quicklink" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Cloud 101 - https://cloudsecurityalliance.org/cloud-newbie&quot;});" href="https://cloudsecurityalliance.org/cloud-newbie">Cloud 101</a><a class="c-quicklink" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Circle - https://circle.cloudsecurityalliance.org/&quot;});" rel="noopener" target="_blank" href="https://circle.cloudsecurityalliance.org/">Circle</a><a class="c-quicklink" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Events - https://cloudsecurityalliance.org/events/&quot;});" href="https://cloudsecurityalliance.org/events/">Events</a><a class="c-quicklink" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Blog - https://cloudsecurityalliance.org/blog/&quot;});" href="https://cloudsecurityalliance.org/blog/">Blog</a><form class="c-quicklink" method="post" action="/auth/auth0"><button style="text-transform: uppercase;" data-turbo="false" type="submit">Sign in or Sign Up</button><input type="hidden" name="authenticity_token" value="Dz2YTQGsfkhGLWbCNsPeGjJ7mgNdnPb_2O9NbA7BR7OYtwohoyepUMrXcIGsWBVnFr20smmSgewZUoR3owYvlw" autocomplete="off" /></form></div></div></div><div id="megamenu"><div class="c-megamenu"><div class="o-container"><div class="o-grid"><a class="c-megamenu__logo o-grid__cell o-grid__cell--width-15@xsmall" href="/"><img src="/assets/CSA-logo-RGB-a0a3855889ad836fa585d60f6caf8d619f241d43904c304c2f64284127fe9bf3.svg" /></a><div class="c-megamenu__categories o-grid__cell o-grid__cell--width-75@xsmall"><div class="c-megamenu__category" data-target="#membership-nav"><div class="c-megamenu__anchor">Membership</div><div class="c-megamenu__category-content" id="membership-nav"><div class="o-container"><div class="o-grid o-grid--small-fit o-grid--medium-fit o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Membership Benefits - /membership/&quot;});" href="/membership/">Membership Benefits</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Our Member Community - /membership/current/&quot;});" href="/membership/current/">Our Member Community</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Get Involved - /membership/get-involved/&quot;});" href="/membership/get-involved/">Get Involved</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Become a Member - /membership/contact/&quot;});" href="/membership/contact/">Become a Member</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Member-Exclusive Programs</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Enabled Solutions - /star/registry/star-enabled-solutions/&quot;});" href="/star/registry/star-enabled-solutions/">STAR Enabled Solutions</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trusted Cloud Consultant - /trusted-cloud-consultant/registry/&quot;});" href="/trusted-cloud-consultant/registry/">Trusted Cloud Consultant</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trusted Cloud Provider - /trusted-cloud-provider/&quot;});" href="/trusted-cloud-provider/">Trusted Cloud Provider</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certified STAR Auditors - /star/certified-star-auditors/&quot;});" href="/star/certified-star-auditors/">Certified STAR Auditors</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Member Portal - https://cloudsecurityalliance.my.site.com&quot;});" href="https://cloudsecurityalliance.my.site.com">Member Portal</a></div></div></div></div></div></div></div><div class="c-megamenu__category" data-target="#star-program-nav"><div class="c-megamenu__anchor">STAR Program</div><div class="c-megamenu__category-content" id="star-program-nav"><div class="o-container"><div class="o-grid o-grid--small-fit o-grid--medium-fit o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Home - /star/&quot;});" href="/star/">STAR Home</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Registry - /star/registry/&quot;});" data-turbo="false" href="/star/registry/">STAR Registry</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Submit to Registry - /star/submit/&quot;});" href="/star/submit/">Submit to Registry</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Provide Feedback - /star/feedback/&quot;});" href="/star/feedback/">Provide Feedback</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certified STAR Auditors - /star/certified-star-auditors/&quot;});" href="/star/certified-star-auditors/">Certified STAR Auditors</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Enabled Solutions - /star/star-enabled-solutions/overview/&quot;});" href="/star/star-enabled-solutions/overview/">STAR Enabled Solutions</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Stay compliant in the cloud</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CCAK Training - /education/ccak/&quot;});" href="/education/ccak/">CCAK Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Lead Auditor Training - /education/star-lead-auditor-training/&quot;});" href="/education/star-lead-auditor-training/">STAR Lead Auditor Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Training for Government Agencies - /education/gsa-schedule/&quot;});" href="/education/gsa-schedule/">Training for Government Agencies</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Governance, Risk & Compliance&nbsp;Tools</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud Controls Matrix (CCM) - /research/cloud-controls-matrix/&quot;});" href="/research/cloud-controls-matrix/">Cloud Controls Matrix (CCM)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Consensus Assessment Initiative Questionnaire (CAIQ) - /research/cloud-controls-matrix/&quot;});" href="/research/cloud-controls-matrix/">Consensus Assessment Initiative Questionnaire (CAIQ)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;EU Cloud Code of Conduct - /gdpr/eu-cloud-code-of-conduct/&quot;});" href="/gdpr/eu-cloud-code-of-conduct/">EU Cloud Code of Conduct</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Level 1 - /star/registry/?level=1&quot;});" data-turbo="false" href="/star/registry/?level=1">STAR Level 1</a></div><div class="c-megamenu__item-description">At level one organizations submit a self-assessment.</div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;View companies at level one - /star/registry/?level=1&quot;});" data-turbo="false" href="/star/registry/?level=1">View companies at level one</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Learn about level one - /star/#tab_levelOne&quot;});" href="/star/#tab_levelOne">Learn about level one</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Level 2 - /star/registry/?level=2&quot;});" data-turbo="false" href="/star/registry/?level=2">STAR Level 2</a></div><div class="c-megamenu__item-description">At level two organizations earn a certification or third-party attestation.</div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;View companies at level two - /star/registry/?level=2&quot;});" data-turbo="false" href="/star/registry/?level=2">View companies at level two</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Learn about level two - /star/#tab_levelTwo&quot;});" href="/star/#tab_levelTwo">Learn about level two</a></div></div></div></div></div></div></div><div class="c-megamenu__category" data-target="#certificates-training-nav"><div class="c-megamenu__anchor">Certificates &amp; Training</div><div class="c-megamenu__category-content" id="certificates-training-nav"><div class="o-container"><div class="o-grid o-grid--small-fit o-grid--medium-fit o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Online Education Platforms</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Knowledge Center - https://knowledge.cloudsecurityalliance.org&quot;});" href="https://knowledge.cloudsecurityalliance.org">Knowledge Center</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CSA Exams - https://exams.cloudsecurityalliance.org&quot;});" href="https://exams.cloudsecurityalliance.org">CSA Exams</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Events - /events/&quot;});" href="/events/">Events</a></div><div class="c-megamenu__item-description">Learn and network while you earn CPE credits.</div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Virtual Events \u0026 Webinars - /events/virtual-and-webinars/&quot;});" data-turbo="false" href="/events/virtual-and-webinars/">Virtual Events &amp; Webinars</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Event Sponsorships - /sponsor/&quot;});" href="/sponsor/">Event Sponsorships</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificates - /education/&quot;});" href="/education/">Certificates</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificate of Cloud Security Knowledge (CCSK) - /education/ccsk/&quot;});" href="/education/ccsk/">Certificate of Cloud Security Knowledge (CCSK)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificate of Cloud Auditing Knowledge (CCAK) - /education/ccak/&quot;});" href="/education/ccak/">Certificate of Cloud Auditing Knowledge (CCAK)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificate of Competence in Zero Trust (CCZT) - /education/cczt/&quot;});" href="/education/cczt/">Certificate of Competence in Zero Trust (CCZT)</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Digital Badges - /education/digital-badges/&quot;});" href="/education/digital-badges/">Digital Badges</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trainings - /education/&quot;});" href="/education/">Trainings</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud Infrastructure Security Training - /education/cloud-infrastructure-security-training&quot;});" href="/education/cloud-infrastructure-security-training">Cloud Infrastructure Security Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Lead Auditor Training - /education/star-lead-auditor-training/&quot;});" href="/education/star-lead-auditor-training/">STAR Lead Auditor Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Advanced Cloud Security Practitioner (ACSP) Training - /education/advanced-cloud-security-practitioner-training&quot;});" href="/education/advanced-cloud-security-practitioner-training">Advanced Cloud Security Practitioner (ACSP) Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CCSK Train the Trainer - /education/train-the-trainer/&quot;});" href="/education/train-the-trainer/">CCSK Train the Trainer</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Training Network - /education/partner#become_partner&quot;});" href="/education/partner#become_partner">Training Network</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Become an Instructor - /education/instructors/&quot;});" href="/education/instructors/">Become an Instructor</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Become a Training Partner - /education/training-partners/&quot;});" href="/education/training-partners/">Become a Training Partner</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Specialized Training Options</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Train my entire team - /education/business/&quot;});" href="/education/business/">Train my entire team</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Training for Government Agencies - /education/gsa-schedule/&quot;});" href="/education/gsa-schedule/">Training for Government Agencies</a></div></div></div></div></div></div></div><div class="c-megamenu__category" data-target="#research-nav"><div class="c-megamenu__anchor">Research</div><div class="c-megamenu__category-content" id="research-nav"><div class="o-container"><div class="o-grid o-grid--small-fit o-grid--medium-fit o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CSA Research - /research/&quot;});" href="/research/">CSA Research</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Latest Research - /research/artifacts&quot;});" href="/research/artifacts">Latest Research</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Working Groups - /research/working-groups/&quot;});" href="/research/working-groups/">Working Groups</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Chapters - /chapters/&quot;});" href="/chapters/">Chapters</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Open Peer Reviews - /research/contribute#peer-reviews&quot;});" href="/research/contribute#peer-reviews">Open Peer Reviews</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Research Topics - /research/topics&quot;});" href="/research/topics">Research Topics</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Strategic Initiatives</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Safety Initiative - /research/working-groups/artificial-intelligence/&quot;});" href="/research/working-groups/artificial-intelligence/">AI Safety Initiative</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Zero Trust Advancement Center - /zt/&quot;});" href="/zt/">Zero Trust Advancement Center</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CxO Trust - /cxo-trust/&quot;});" href="/cxo-trust/">CxO Trust</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trusted Cloud Consultant - /trusted-cloud-consultant/&quot;});" href="/trusted-cloud-consultant/">Trusted Cloud Consultant</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;FinCloud Security - /fincloud-security&quot;});" href="/fincloud-security">FinCloud Security</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Thought Leadership</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CloudBytes Webinars - /events/virtual-and-webinars/?event_kind=Webinar&quot;});" data-turbo="false" href="/events/virtual-and-webinars/?event_kind=Webinar">CloudBytes Webinars</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Blog - /blog/&quot;});" href="/blog/">Blog</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Getting Started with CSA Research</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud security best practices - /research/guidance/&quot;});" href="/research/guidance/">Cloud security best practices</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Assess your cloud compliance - /research/cloud-controls-matrix/&quot;});" href="/research/cloud-controls-matrix/">Assess your cloud compliance</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Security questionnaire for vendors - /artifacts/star-level-1-security-questionnaire-caiq-v4/&quot;});" href="/artifacts/star-level-1-security-questionnaire-caiq-v4/">Security questionnaire for vendors</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Top threats to cloud computing - /research/working-groups/top-threats/&quot;});" href="/research/working-groups/top-threats/">Top threats to cloud computing</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud Security Glossary - /cloud-security-glossary&quot;});" href="/cloud-security-glossary">Cloud Security Glossary</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Awards & Recognition</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Juanita Koilpillai Awards - /research/juanita-koilpillai/service-award/&quot;});" href="/research/juanita-koilpillai/service-award/">Juanita Koilpillai Awards</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Research Fellows - /research/fellowship#fellows&quot;});" href="/research/fellowship#fellows">Research Fellows</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Critical Topics</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Safety Initiative - /research/working-groups/artificial-intelligence&quot;});" href="/research/working-groups/artificial-intelligence">AI Safety Initiative</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Technology and Risk - /research/working-groups/ai-technology-and-risk&quot;});" href="/research/working-groups/ai-technology-and-risk">AI Technology and Risk</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Governance \u0026 Compliance - /research/working-groups/ai-governance-compliance&quot;});" href="/research/working-groups/ai-governance-compliance">AI Governance &amp; Compliance</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Controls - /research/working-groups/ai-controls&quot;});" href="/research/working-groups/ai-controls">AI Controls</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Organizational Responsibilities - /research/working-groups/ai-organizational-responsibilities&quot;});" href="/research/working-groups/ai-organizational-responsibilities">AI Organizational Responsibilities</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Enterprise Architecture - /research/working-groups/enterprise-architecture&quot;});" href="/research/working-groups/enterprise-architecture">Enterprise Architecture</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Blockchain - /research/working-groups/blockchain&quot;});" href="/research/working-groups/blockchain">Blockchain</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Zero Trust - /research/working-groups/zero-trust&quot;});" href="/research/working-groups/zero-trust">Zero Trust</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;DevSecOps - /research/working-groups/devsecops&quot;});" href="/research/working-groups/devsecops">DevSecOps</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Top Threats - /research/working-groups/top-threats&quot;});" href="/research/working-groups/top-threats">Top Threats</a></div></div></div></div></div></div></div></div><div class="o-grid__cell c-megamenu__search"><form action="/search" class="input-pair u-mb0" method="get" role="search"><label><span class="u-screen-reader">Search for:</span></label><input autocomplete="off" class="c-megamenu__search-input" name="s" placeholder="Search CSA resources, tools, research publications and more…" title="Search for:" type="text" value="" /><button class="c-button c-button--secondary"><i class="fas fa-search"></i></button><div class="c-button c-button--expand"><i class="fas fa-search"></i></div><div class="c-button c-button--close"><div class="i fas fa-times"></div></div></form></div></div></div></div></div><div id="megamenu_mobile"><div class="c-mobile-menu"><div class="c-mobile-menu__head"><a class="c-megamenu__logo" href="/"><img src="/assets/CSA-logo-RGB-a0a3855889ad836fa585d60f6caf8d619f241d43904c304c2f64284127fe9bf3.svg" /></a><span class="c-mobile-menu__search"><a style="color: black" href="/search"><i class="fas fa-search"></i></a></span><span class="c-mobile-menu__hamburger"><i class="fas fa-bars"></i></span></div><div class="o-container c-mobile-menu__body"><div class="c-megamenu__categories"><div class="c-megamenu__category" data-target="#mobile-membership-nav"><div class="c-megamenu__anchor">Membership</div><div class="c-megamenu__category-content" id="mobile-membership-nav"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Membership Benefits - /membership/&quot;});" href="/membership/">Membership Benefits</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Our Member Community - /membership/current/&quot;});" href="/membership/current/">Our Member Community</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Get Involved - /membership/get-involved/&quot;});" href="/membership/get-involved/">Get Involved</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Become a Member - /membership/contact/&quot;});" href="/membership/contact/">Become a Member</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Member-Exclusive Programs</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Enabled Solutions - /star/registry/star-enabled-solutions/&quot;});" href="/star/registry/star-enabled-solutions/">STAR Enabled Solutions</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trusted Cloud Consultant - /trusted-cloud-consultant/registry/&quot;});" href="/trusted-cloud-consultant/registry/">Trusted Cloud Consultant</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trusted Cloud Provider - /trusted-cloud-provider/&quot;});" href="/trusted-cloud-provider/">Trusted Cloud Provider</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certified STAR Auditors - /star/certified-star-auditors/&quot;});" href="/star/certified-star-auditors/">Certified STAR Auditors</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Member Portal - https://cloudsecurityalliance.my.site.com&quot;});" href="https://cloudsecurityalliance.my.site.com">Member Portal</a></div></div></div></div></div><hr /><div class="c-megamenu__category" data-target="#mobile-star-program-nav"><div class="c-megamenu__anchor">STAR Program</div><div class="c-megamenu__category-content" id="mobile-star-program-nav"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Home - /star/&quot;});" href="/star/">STAR Home</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Registry - /star/registry/&quot;});" data-turbo="false" href="/star/registry/">STAR Registry</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Submit to Registry - /star/submit/&quot;});" href="/star/submit/">Submit to Registry</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Provide Feedback - /star/feedback/&quot;});" href="/star/feedback/">Provide Feedback</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certified STAR Auditors - /star/certified-star-auditors/&quot;});" href="/star/certified-star-auditors/">Certified STAR Auditors</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Enabled Solutions - /star/star-enabled-solutions/overview/&quot;});" href="/star/star-enabled-solutions/overview/">STAR Enabled Solutions</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Stay compliant in the cloud</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CCAK Training - /education/ccak/&quot;});" href="/education/ccak/">CCAK Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Lead Auditor Training - /education/star-lead-auditor-training/&quot;});" href="/education/star-lead-auditor-training/">STAR Lead Auditor Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Training for Government Agencies - /education/gsa-schedule/&quot;});" href="/education/gsa-schedule/">Training for Government Agencies</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Governance, Risk & Compliance&nbsp;Tools</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud Controls Matrix (CCM) - /research/cloud-controls-matrix/&quot;});" href="/research/cloud-controls-matrix/">Cloud Controls Matrix (CCM)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Consensus Assessment Initiative Questionnaire (CAIQ) - /research/cloud-controls-matrix/&quot;});" href="/research/cloud-controls-matrix/">Consensus Assessment Initiative Questionnaire (CAIQ)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;EU Cloud Code of Conduct - /gdpr/eu-cloud-code-of-conduct/&quot;});" href="/gdpr/eu-cloud-code-of-conduct/">EU Cloud Code of Conduct</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Level 1 - /star/registry/?level=1&quot;});" data-turbo="false" href="/star/registry/?level=1">STAR Level 1</a></div><div class="c-megamenu__item-description">At level one organizations submit a self-assessment.</div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;View companies at level one - /star/registry/?level=1&quot;});" data-turbo="false" href="/star/registry/?level=1">View companies at level one</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Learn about level one - /star/#tab_levelOne&quot;});" href="/star/#tab_levelOne">Learn about level one</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Level 2 - /star/registry/?level=2&quot;});" data-turbo="false" href="/star/registry/?level=2">STAR Level 2</a></div><div class="c-megamenu__item-description">At level two organizations earn a certification or third-party attestation.</div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;View companies at level two - /star/registry/?level=2&quot;});" data-turbo="false" href="/star/registry/?level=2">View companies at level two</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Learn about level two - /star/#tab_levelTwo&quot;});" href="/star/#tab_levelTwo">Learn about level two</a></div></div></div></div></div><hr /><div class="c-megamenu__category" data-target="#mobile-certificates-training-nav"><div class="c-megamenu__anchor">Certificates &amp; Training</div><div class="c-megamenu__category-content" id="mobile-certificates-training-nav"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Online Education Platforms</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Knowledge Center - https://knowledge.cloudsecurityalliance.org&quot;});" href="https://knowledge.cloudsecurityalliance.org">Knowledge Center</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CSA Exams - https://exams.cloudsecurityalliance.org&quot;});" href="https://exams.cloudsecurityalliance.org">CSA Exams</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Events - /events/&quot;});" href="/events/">Events</a></div><div class="c-megamenu__item-description">Learn and network while you earn CPE credits.</div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Virtual Events \u0026 Webinars - /events/virtual-and-webinars/&quot;});" data-turbo="false" href="/events/virtual-and-webinars/">Virtual Events &amp; Webinars</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Event Sponsorships - /sponsor/&quot;});" href="/sponsor/">Event Sponsorships</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificates - /education/&quot;});" href="/education/">Certificates</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificate of Cloud Security Knowledge (CCSK) - /education/ccsk/&quot;});" href="/education/ccsk/">Certificate of Cloud Security Knowledge (CCSK)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificate of Cloud Auditing Knowledge (CCAK) - /education/ccak/&quot;});" href="/education/ccak/">Certificate of Cloud Auditing Knowledge (CCAK)</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Certificate of Competence in Zero Trust (CCZT) - /education/cczt/&quot;});" href="/education/cczt/">Certificate of Competence in Zero Trust (CCZT)</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Digital Badges - /education/digital-badges/&quot;});" href="/education/digital-badges/">Digital Badges</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trainings - /education/&quot;});" href="/education/">Trainings</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud Infrastructure Security Training - /education/cloud-infrastructure-security-training&quot;});" href="/education/cloud-infrastructure-security-training">Cloud Infrastructure Security Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;STAR Lead Auditor Training - /education/star-lead-auditor-training/&quot;});" href="/education/star-lead-auditor-training/">STAR Lead Auditor Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Advanced Cloud Security Practitioner (ACSP) Training - /education/advanced-cloud-security-practitioner-training&quot;});" href="/education/advanced-cloud-security-practitioner-training">Advanced Cloud Security Practitioner (ACSP) Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CCSK Train the Trainer - /education/train-the-trainer/&quot;});" href="/education/train-the-trainer/">CCSK Train the Trainer</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Training Network - /education/partner#become_partner&quot;});" href="/education/partner#become_partner">Training Network</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Become an Instructor - /education/instructors/&quot;});" href="/education/instructors/">Become an Instructor</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Become a Training Partner - /education/training-partners/&quot;});" href="/education/training-partners/">Become a Training Partner</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Specialized Training Options</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Train my entire team - /education/business/&quot;});" href="/education/business/">Train my entire team</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Training for Government Agencies - /education/gsa-schedule/&quot;});" href="/education/gsa-schedule/">Training for Government Agencies</a></div></div></div></div></div><hr /><div class="c-megamenu__category" data-target="#mobile-research-nav"><div class="c-megamenu__anchor">Research</div><div class="c-megamenu__category-content" id="mobile-research-nav"><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CSA Research - /research/&quot;});" href="/research/">CSA Research</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Latest Research - /research/artifacts&quot;});" href="/research/artifacts">Latest Research</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Working Groups - /research/working-groups/&quot;});" href="/research/working-groups/">Working Groups</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Chapters - /chapters/&quot;});" href="/chapters/">Chapters</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Open Peer Reviews - /research/contribute#peer-reviews&quot;});" href="/research/contribute#peer-reviews">Open Peer Reviews</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Research Topics - /research/topics&quot;});" href="/research/topics">Research Topics</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Strategic Initiatives</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Safety Initiative - /research/working-groups/artificial-intelligence/&quot;});" href="/research/working-groups/artificial-intelligence/">AI Safety Initiative</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Zero Trust Advancement Center - /zt/&quot;});" href="/zt/">Zero Trust Advancement Center</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CxO Trust - /cxo-trust/&quot;});" href="/cxo-trust/">CxO Trust</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Trusted Cloud Consultant - /trusted-cloud-consultant/&quot;});" href="/trusted-cloud-consultant/">Trusted Cloud Consultant</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;FinCloud Security - /fincloud-security&quot;});" href="/fincloud-security">FinCloud Security</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Thought Leadership</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;CloudBytes Webinars - /events/virtual-and-webinars/?event_kind=Webinar&quot;});" data-turbo="false" href="/events/virtual-and-webinars/?event_kind=Webinar">CloudBytes Webinars</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Blog - /blog/&quot;});" href="/blog/">Blog</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Getting Started with CSA Research</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud security best practices - /research/guidance/&quot;});" href="/research/guidance/">Cloud security best practices</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Assess your cloud compliance - /research/cloud-controls-matrix/&quot;});" href="/research/cloud-controls-matrix/">Assess your cloud compliance</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Security questionnaire for vendors - /artifacts/star-level-1-security-questionnaire-caiq-v4/&quot;});" href="/artifacts/star-level-1-security-questionnaire-caiq-v4/">Security questionnaire for vendors</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Top threats to cloud computing - /research/working-groups/top-threats/&quot;});" href="/research/working-groups/top-threats/">Top threats to cloud computing</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Cloud Security Glossary - /cloud-security-glossary&quot;});" href="/cloud-security-glossary">Cloud Security Glossary</a></div></div><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Awards & Recognition</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Juanita Koilpillai Awards - /research/juanita-koilpillai/service-award/&quot;});" href="/research/juanita-koilpillai/service-award/">Juanita Koilpillai Awards</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Research Fellows - /research/fellowship#fellows&quot;});" href="/research/fellowship#fellows">Research Fellows</a></div></div></div><div class="o-grid__cell o-grid__cell--width-25@medium"><div class="c-megamenu__subcategory"><div class="c-megamenu__item"><span>Critical Topics</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Safety Initiative - /research/working-groups/artificial-intelligence&quot;});" href="/research/working-groups/artificial-intelligence">AI Safety Initiative</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Technology and Risk - /research/working-groups/ai-technology-and-risk&quot;});" href="/research/working-groups/ai-technology-and-risk">AI Technology and Risk</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Governance \u0026 Compliance - /research/working-groups/ai-governance-compliance&quot;});" href="/research/working-groups/ai-governance-compliance">AI Governance &amp; Compliance</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Controls - /research/working-groups/ai-controls&quot;});" href="/research/working-groups/ai-controls">AI Controls</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;AI Organizational Responsibilities - /research/working-groups/ai-organizational-responsibilities&quot;});" href="/research/working-groups/ai-organizational-responsibilities">AI Organizational Responsibilities</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Enterprise Architecture - /research/working-groups/enterprise-architecture&quot;});" href="/research/working-groups/enterprise-architecture">Enterprise Architecture</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Blockchain - /research/working-groups/blockchain&quot;});" href="/research/working-groups/blockchain">Blockchain</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Zero Trust - /research/working-groups/zero-trust&quot;});" href="/research/working-groups/zero-trust">Zero Trust</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;DevSecOps - /research/working-groups/devsecops&quot;});" href="/research/working-groups/devsecops">DevSecOps</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;mega_menu&quot;,&quot;event_label&quot;:&quot;Top Threats - /research/working-groups/top-threats&quot;});" href="/research/working-groups/top-threats">Top Threats</a></div></div></div></div></div><hr /><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Cloud 101 - https://cloudsecurityalliance.org/cloud-newbie&quot;});" href="https://cloudsecurityalliance.org/cloud-newbie">Cloud 101</a><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Circle - https://circle.cloudsecurityalliance.org/&quot;});" rel="noopener" target="_blank" href="https://circle.cloudsecurityalliance.org/">Circle</a><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Events - https://cloudsecurityalliance.org/events/&quot;});" href="https://cloudsecurityalliance.org/events/">Events</a><a class="c-megamenu__anchor" onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;quick_links_menu&quot;,&quot;event_label&quot;:&quot;Blog - https://cloudsecurityalliance.org/blog/&quot;});" href="https://cloudsecurityalliance.org/blog/">Blog</a><div class="u-pb16"><form class="c-megamenu__anchor" method="post" action="/auth/auth0"><button data-turbo="false" type="submit">Sign In</button><input type="hidden" name="authenticity_token" value="IjfXSG7SrZbG3tKn5gyFq0tvPrZsR3ulpBi0R10AyW61vUUkzFl6jkokxOR8l07Wb6kQB1hJDLZlpX1c8MehSg" autocomplete="off" /></form></div></div></div></div></div><div class="app_notification o-area o-area--inverse u-centered u-inverse u-pt8 u-pb8 u-bg-color-blue-300" data-controller="record-link-interaction" data-record-link-interaction-action-value="click" data-record-link-interaction-interactable-id-value="293" data-record-link-interaction-interactable-type-value="AppNotification"><small class="u-text-color-white"><div class="trix-content"> <div>Master CSA’s Security, Trust, Assurance, and Risk program—<a href="https://cloudsecurityalliance.org/artifacts/star-prep-kit">download the STAR Prep Kit</a> for essential tools to enhance your assurance!</div> </div> </small></div></header><main class="c-layout-main"><div class="c-container"><div class="o-container"></div></div><style>/* TODO: add this to _carousel.sass */ .glide__bullet { background-color: white !important; border: 1px solid black !important; } .glide__bullet--active { background-color: black !important; border: rgba(0, 0, 0, 0.75) !important; }</style><div class="o-area o-area--layered o-area--separated o-area--inverse"><div class="o-area__layer" style="background-image: url(/assets/ai-safety-initiative/hero-bg-pattern-cf8bacd2dfb5caa1c13d0917ef80fc4bab479841ab311dee752637e7121504c6.png);"></div><div class="o-area__top-layer"><div class="o-container"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-55"><h1 class="c-heading"><strong>AI Safety Initiative</strong></h1><h5 class="u-text-color-gray-50">Leverage the power of CSA’s leadership and expert community to build a responsible AI future</h5><div class="u-pt32 u-pb24"><a class="c-button c-button--orange c-button--elevated" href="/ai-interest">Get Involved</a></div></div><div class="o-grid__cell o-grid__cell--width-30 o-grid__cell--offset-10 u-hidden--mobile"><img src="/assets/ai-safety-initiative/ai-hero-7cf1e78f1e8090e4e63ac311fbd94d3dec540b5ba795d790b8712ff8af5b00e2.png" /></div></div></div></div></div><div class="o-area"><div class="c-nav"><div class="o-container"><div class="c-nav__item"><a class="c-nav__anchor c-nav__anchor--active" href="/ai-safety-initiative">Overview</a></div><div class="c-nav__item"></div><div class="c-nav__item"><a class="c-nav__anchor" href="/ai-interest">Participate</a></div></div></div></div><div class="o-area"><div class="o-container"><div class="c-breadcrumbs"><div class="c-breadcrumbs__item"><a href="/">Home</a></div><div class="c-breadcrumbs__item">AI Safety Initiative</div></div></div></div><div class="o-area o-area--alternating"></div><div class="o-area o-area--separated"><div class="o-container"><p>CSA’s AI Safety Initiative is the premier coalition of trusted experts who converge to develop and deliver essential AI guidance and tools that empower organizations of all sizes to deploy AI solutions that are safe, responsible, and compliant.</p><p>Using CSA’s agile programs for vendor-neutral research, training and certificates, as well as our global footprint of industry experts, chapters, webinars and conferences, CSA is uniquely positioned to build and evangelize authoritative AI best practices and tools.</p><p>Established leaders in generative AI and cloud security are invited to participate in select AI Safety Leadership Councils or have an active seat at the table in any of CSA’s AI working groups. Those looking to better understand the future of AI disciplines, or receive pragmatic advice on managing risks and gaining benefits from generative AI in the cloud today, will benefit from Research papers, webinars, and events produced by the CSA AI Safety Initiative.</p></div></div><div class="o-area o-area--separated o-area--alternating"><div class="o-container"><h2 class="c-heading c-heading--section">Research for Artificial Intelligence</h2><div class="u-separate"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit b-unified u-pb32"><div class="o-grid__cell o-grid__cell--width-33@medium"><div class="c-card c-card--actionable c-card--exhibit b-unified__item"><div class="c-card__item c-card__item--decoration"><img alt="AI Risk Management: Thinking Beyond Regulatory Boundaries" style="max-width: 50px;" src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzcwMDUsInB1ciI6ImJsb2JfaWQifX0=--dd1aedce6f00d034860cf29338c60772d3ebc257/AI-Risk-Management-Thinking-Beyond-Regulatory-Boundaries-Thumbnail.png" /></div></div></div><div class="o-grid__cell o-grid__cell--width-33@medium"><div class="c-card c-card--actionable c-card--exhibit b-unified__item"><div class="c-card__item c-card__item--decoration"><img alt="AI Organizational Responsibilities - Governance, Risk Management, Compliance and Cultural Aspects" style="max-width: 50px;" src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzYzODYsInB1ciI6ImJsb2JfaWQifX0=--e70852d74a314db5b71913005a1d39c3e67f2400/AI%20Organizational%20Responsibilities-Cover_Thumbnail.png" /></div></div></div><div class="o-grid__cell o-grid__cell--width-33@medium"><div class="c-card c-card--actionable c-card--exhibit b-unified__item"><div class="c-card__item c-card__item--decoration"><img alt="AI in Medical Research: Applications &amp; Considerations" style="max-width: 50px;" src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzU3MjcsInB1ciI6ImJsb2JfaWQifX0=--e6d15d42c5b07713d060c1ebfd81ffa38e9c5c02/Ai%20in%20Medical%20Research-Cover-Thumbnail-20240923.png" /></div></div></div></div></div><div class="u-centered"><a class="c-button c-button--orange u-mb32" href="/research/artifacts?term=artificial-intelligence">View AI Research</a></div></div></div><div class="o-area o-area--separated o-area--alternating"><div class="o-container o-container--widescreen"><h2 class="c-heading c-heading--section u-centered u-mb0">Latest from the AI Safety Initiative</h2><div class="glide glide--new-style" id="ai-safety-initiative-carousel-1"><div class="glide__track" data-glide-el="track"><ul class="glide__slides"><li class="glide__slide" id="participate-in-a-peer-review-shadow-access-and-ai-341" style="height: 600px;"><div class="o-container u-text-color-back" style="padding: 25px 50px;"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit u-mt48"><div class="o-grid__cell o-grid__cell--width-40 o-grid__cell--offset-5 o-grid__cell--center u-hidden--mobile"><img src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzY1MTUsInB1ciI6ImJsb2JfaWQifX0=--1203f09d4f84779cd39b4f5e8bee650ba61e5f3a/peer%20review.jpg" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--center"><h3>Participate in a Peer Review: Shadow Access and AI</h3><div class="trix-content"> <div>The document "Shadow Access and AI" examines the risks of unauthorized access to enterprise systems and how AI can help. It highlights AI's role in continuous monitoring and automated remediation, emphasizing the need for ongoing security efforts. Join us and contribute to the peer review!</div> </div> <a target="_blank" rel="noopener" class="c-button c-button--orange u-mt48" href="https://cloudsecurityalliance.org/artifacts/shadow-access-and-ai">Contribute</a></div></div></div></li><li class="glide__slide" id="take-the-free-generative-ai-prompt-engineering-course-342" style="height: 600px;"><div class="o-container u-text-color-back" style="padding: 25px 50px;"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit u-mt48"><div class="o-grid__cell o-grid__cell--width-40 o-grid__cell--offset-5 o-grid__cell--center u-hidden--mobile"><img src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzY1MTEsInB1ciI6ImJsb2JfaWQifX0=--efd4213ff25092e3755a19224df01f6408baeb04/Intro%20to%20Gen%20AI.png" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--center"><h3>Take the Free Generative AI &amp; Prompt Engineering Course</h3><div class="trix-content"> <div>Explore the world of generative AI in this self-paced course, covering applications from image generation to automated text creation. Learn about AI models, prompt engineering, and troubleshooting techniques. Complete the course to earn a certificate and enhance your understanding of this transformative technology!</div> </div> <a target="_blank" rel="noopener" class="c-button c-button--orange u-mt48" href="https://knowledge.cloudsecurityalliance.org/introduction-to-generative-ai-prompt-engineering">Register for free</a></div></div></div></li><li class="glide__slide" id="view-on-demand-sessions-from-csa-s-sectember-ai-global-event-344" style="height: 600px;"><div class="o-container u-text-color-back" style="padding: 25px 50px;"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit u-mt48"><div class="o-grid__cell o-grid__cell--width-40 o-grid__cell--offset-5 o-grid__cell--center u-hidden--mobile"><img src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzY1MTMsInB1ciI6ImJsb2JfaWQifX0=--017a2aa47103bc7fba6f36b71d8db14ba7d87651/SECtember.ai%20Global%20800x600%20Latest%20News%20on-demand.png" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--center"><h3>View On-Demand Sessions from CSA&#39;s SECtember.ai Global Event</h3><div class="trix-content"> <div>Access on-demand sessions featuring key thought leaders discussing AI security and cloud strategies, along with insights from the AI Safety Initiative. Don’t miss out on essential tools and content to navigate the intersection of cloud security and AI!</div> </div> <a target="_blank" rel="noopener" class="c-button c-button--orange u-mt48" href="https://www.youtube.com/playlist?list=PLFkoMPnn5qstpn_0rJZwenEURaqLYT8qw">View sessions</a></div></div></div></li></ul></div><div class="glide__arrows" data-glide-el="controls"><button class="glide__arrow glide__arrow--left glide__arrow--blended" data-glide-dir="&lt;"><i class="fas fa-chevron-left fa-2x"></i></button><button class="glide__arrow glide__arrow--right glide__arrow--blended" data-glide-dir="&gt;"><i class="fas fa-chevron-right fa-2x"></i></button></div><div class="glide__bullets" data-glide-el="controls[nav]"><button class="glide__bullet" data-glide-dir="=0"></button><button class="glide__bullet" data-glide-dir="=1"></button><button class="glide__bullet" data-glide-dir="=2"></button></div></div><script>if (window.content_group_loaded === undefined) { window.content_group_loaded = {}; } /* guard against multiple mounts by checking if the carousel has already been loaded */ if (window.content_group_loaded["ai-safety-initiative-carousel-1"] === undefined) { window.content_group_loaded["ai-safety-initiative-carousel-1"] = true; document.addEventListener("turbo:load", () => { /* Since turbo:load is triggered on every page of the website, we need to check if the carousel is present on the page before mounting it: */ if (!document.getElementById("ai-safety-initiative-carousel-1")) { return false; } const glide = new Glide("#ai-safety-initiative-carousel-1", { type: "carousel", gap: 0, startAt: 0, perView: 1, autoplay: 10000, hoverpause: true, animationDuration: 1000, animationTimingFunc: "ease-in-out", }); glide.mount(); return true; }); }</script></div></div><div class="o-area o-area--separated o-area--inverse u-bg-color-blue-700"><div class="o-container"><h2 class="c-heading c-heading--section">Strategic Initiatives</h2><div class="o-grid"><div class="o-grid__cell o-grid__cell--width-80 o-grid__cell--offset-10"><h5 class="u-centered u-separate">The AI Safety Initiative will not only address today's challenges, but also the future of AI. This includes:</h5></div></div><div class="c-flex-row"><div class="c-flex-column"><ul class="o-list o-list--image o-list--vertically-centered"><li><img src="/assets/ai-safety-initiative/usage-guidelines-366c8645a481c5484e86b219d8f4a0375f9a72a347454187a4e3269ee86d26d7.svg" /><p>AI usage guidelines tied to existing security and governance frameworks</p></li><li><img src="/assets/ai-safety-initiative/improving-cybersecurity-fc215db2cc5a494311740b283b4a5ed84d8f9afa83e756112dfd73c2e8836fb6.svg" /><p>Improving cybersecurity through appropriate use of AI</p></li><li><img src="/assets/ai-safety-initiative/future-challenges-d7a71f7117a886445b4e2730357ff722c86b4c70c5058b10054cfc2f363aa18d.svg" /><p>Future challenges brought on by the next generation of AI</p></li></ul></div><div class="c-flex-column"><ul class="o-list o-list--image o-list--vertically-centered"><li><img src="/assets/ai-safety-initiative/guidance-on-ethics-3875bcde67c1233231c6570b844c3d781b16d22ca97da9bc8f14057693c9e376.svg" /><p>Guidance on ethics and issues unique to AI</p></li><li><img src="/assets/ai-safety-initiative/how-ai-can-be-attacked-6ac6168bcbac99f995530cefbc272bc4ba5ec4cebf9185e5fb8089603948c9ff.svg" /><p>How AI can be attacked to assist AI's continuous improvement</p></li><li><img src="/assets/ai-safety-initiative/malicious-actors-7b720d71b37fef1072c102e03d4b4bd79057b04b465f170c06af16d82f1c3951.svg" /><p>How malicious actors can, will, and are using AI</p></li></ul></div></div><div class="u-centered"><a class="c-button c-button--orange c-button--elevated" href="/ai-interest">Stay Informed</a></div></div></div><div class="o-area o-area--alternating"></div><div class="o-area o-area--separated o-area--alternating" data-controller="dynamic-content"><div class="o-area o-area--separated"><div class="o-container u-separate u-centered"><h2 class="c-heading c-heading--section">Collaboration & Innovation</h2><div class="o-grid u-separate"><div class="o-grid__cell o-grid__cell--width-80 o-grid__cell--offset-10"><p>Explore the interconnected partnerships and councils that form the backbone of our initiative, each contributing specialized expertise and insight:</p></div></div><div id="executive-leadership-council"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-90 o-grid__cell--offset-5"><a class="c-tag c-tag--orange c-tag--rounded u-mb12 c-tag--orange-500" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#executive-leadership-council" data-dynamic-content-hide-param="#non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Executive Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#non-profit-leadership-council" data-dynamic-content-hide-param="#executive-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Non-Profit Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#ai-usage-certification-compliance" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #development-credentialing #global-chapters #research-working-groups" href="#">AI Usage Certification &amp; Compliance</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#development-credentialing" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #global-chapters #research-working-groups" href="#">Development &amp; Credentialing</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#global-chapters" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #research-working-groups" href="#">Global Chapters</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#research-working-groups" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters" href="#">Research Working Groups</a></div></div></div><div class="u-hidden" id="non-profit-leadership-council"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-90 o-grid__cell--offset-5"><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#executive-leadership-council" data-dynamic-content-hide-param="#non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Executive Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 c-tag--orange-500" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#non-profit-leadership-council" data-dynamic-content-hide-param="#executive-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Non-Profit Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#ai-usage-certification-compliance" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #development-credentialing #global-chapters #research-working-groups" href="#">AI Usage Certification &amp; Compliance</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#development-credentialing" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #global-chapters #research-working-groups" href="#">Development &amp; Credentialing</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#global-chapters" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #research-working-groups" href="#">Global Chapters</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#research-working-groups" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters" href="#">Research Working Groups</a></div></div></div><div class="u-hidden" id="ai-usage-certification-compliance"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-90 o-grid__cell--offset-5"><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#executive-leadership-council" data-dynamic-content-hide-param="#non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Executive Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#non-profit-leadership-council" data-dynamic-content-hide-param="#executive-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Non-Profit Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 c-tag--orange-500" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#ai-usage-certification-compliance" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #development-credentialing #global-chapters #research-working-groups" href="#">AI Usage Certification &amp; Compliance</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#development-credentialing" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #global-chapters #research-working-groups" href="#">Development &amp; Credentialing</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#global-chapters" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #research-working-groups" href="#">Global Chapters</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#research-working-groups" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters" href="#">Research Working Groups</a></div></div></div><div class="u-hidden" id="development-credentialing"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-90 o-grid__cell--offset-5"><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#executive-leadership-council" data-dynamic-content-hide-param="#non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Executive Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#non-profit-leadership-council" data-dynamic-content-hide-param="#executive-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Non-Profit Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#ai-usage-certification-compliance" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #development-credentialing #global-chapters #research-working-groups" href="#">AI Usage Certification &amp; Compliance</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 c-tag--orange-500" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#development-credentialing" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #global-chapters #research-working-groups" href="#">Development &amp; Credentialing</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#global-chapters" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #research-working-groups" href="#">Global Chapters</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#research-working-groups" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters" href="#">Research Working Groups</a></div></div></div><div class="u-hidden" id="global-chapters"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-90 o-grid__cell--offset-5"><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#executive-leadership-council" data-dynamic-content-hide-param="#non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Executive Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#non-profit-leadership-council" data-dynamic-content-hide-param="#executive-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Non-Profit Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#ai-usage-certification-compliance" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #development-credentialing #global-chapters #research-working-groups" href="#">AI Usage Certification &amp; Compliance</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#development-credentialing" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #global-chapters #research-working-groups" href="#">Development &amp; Credentialing</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 c-tag--orange-500" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#global-chapters" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #research-working-groups" href="#">Global Chapters</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#research-working-groups" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters" href="#">Research Working Groups</a></div></div></div><div class="u-hidden" id="research-working-groups"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-90 o-grid__cell--offset-5"><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#executive-leadership-council" data-dynamic-content-hide-param="#non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Executive Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#non-profit-leadership-council" data-dynamic-content-hide-param="#executive-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters #research-working-groups" href="#">Non-Profit Leadership Council</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#ai-usage-certification-compliance" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #development-credentialing #global-chapters #research-working-groups" href="#">AI Usage Certification &amp; Compliance</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#development-credentialing" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #global-chapters #research-working-groups" href="#">Development &amp; Credentialing</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 " data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#global-chapters" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #research-working-groups" href="#">Global Chapters</a><a class="c-tag c-tag--orange c-tag--rounded u-mb12 c-tag--orange-500" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param="#research-working-groups" data-dynamic-content-hide-param="#executive-leadership-council #non-profit-leadership-council #ai-usage-certification-compliance #development-credentialing #global-chapters" href="#">Research Working Groups</a></div></div></div></div></div><div class="o-area"><div class="o-container"><div id="executive-leadership-council"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit u-separate"><div class="o-grid__cell o-grid__cell--width-20 o-grid__cell--offset-15 o-grid__cell--center u-hidden--mobile"><img src="/assets/ai-safety-initiative/executive-ai-saftey-initiative-badge-8739d1ba6dd0669c6c4b26975ed2b9eabf98011f4ddbaabfe54890247cc0db32.png" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--center"><p class="u-text-color-gray-500">Composed of government agencies, industry titans, and innovators who sit at the forefront of AI and Cloud, the Executive Leadership Council for the CSA AI Safety Initiative is focused on establishing and creating a “north star” for AI best practices.</p></div></div><div class="u-centered u-separate"><h3 class="c-heading u-pt24">Executive Leadership Council Observers</h3><div class="c-headshot-group"><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzY4LCJwdXIiOiJibG9iX2lkIn19--547a7275848b29ed5253cec3960dd62e71c45c3a/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--184082a01f7e1e6415e4d6e03b7cd8002a80db59/jerry-archer-1-266x300.jpg" alt="Jerry Archer" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzY4LCJwdXIiOiJibG9iX2lkIn19--547a7275848b29ed5253cec3960dd62e71c45c3a/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--ce1f0b273c14895214513c640abe6c284218f1db/jerry-archer-1-266x300.jpg" /></div></div><div class="c-combo-headshot__label">Jerry Archer</div><div class="c-combo-headshot__label">SVP and Chief Security Officer for Sallie Mae</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Jerry Archer</strong></p><p class="u-text-color-gray-400">SVP and Chief Security Officer for Sallie Mae</p><p><p>Jerry Archer is an SVP and Chief Security Officer for Sallie Mae. Archer’s responsibilities include securing and protecting all of Sallie Mae’s systems and offerings, and for security initiatives across the company. Prior to Sallie Mae, Archer was the CISO at Intuit and prior to joining Intuit, Archer was managing director at Global Competitive Strategies. Previously, Archer was SVP for Global Interoperability at Visa International and bef...</p></p><p><a href="/profiles/jerry-archer"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA2MDUsInB1ciI6ImJsb2JfaWQifX0=--a8c10910a0162648d54d973fc390176a633d674b/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/illena_armstrong.png" alt="Illena Armstrong" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA2MDUsInB1ciI6ImJsb2JfaWQifX0=--a8c10910a0162648d54d973fc390176a633d674b/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/illena_armstrong.png" /></div></div><div class="c-combo-headshot__label">Illena Armstrong</div><div class="c-combo-headshot__label">President, CSA</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Illena Armstrong</strong></p><p class="u-text-color-gray-400">President, CSA</p><p><p>Illena Armstrong is a long-time international media and business development leader who, with the help of the talented teams she has managed over the years, successfully built and maintained a wide range of award-winning, digitally-driven multimedia, intelligence/research, and educational offerings serving targeted audiences. Along with her current role as President of CSA, she serves as a Fellow with the International Association of Certif...</p></p><p><a href="/profiles/illena-armstrong"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzY5LCJwdXIiOiJibG9iX2lkIn19--5324a636655d025c10be5e1ec0dd15e1f19dc2dc/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjM2MHg0ODBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--f7fcb22904f5fc371fd077bb2c056b7b67053a07/bohme.jpeg" alt="Alan Boehme" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzY5LCJwdXIiOiJibG9iX2lkIn19--5324a636655d025c10be5e1ec0dd15e1f19dc2dc/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjE4MHgyNDBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--bce64e6cd8e04ad10bf1b7b6142bab4d14a520af/bohme.jpeg" /></div></div><div class="c-combo-headshot__label">Alan Boehme</div><div class="c-combo-headshot__label">Chief Technology Officer of Procter &amp; Gamble</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Alan Boehme</strong></p><p class="u-text-color-gray-400">Chief Technology Officer of Procter &amp; Gamble</p><p><p>Alan Boehme serves as Chief Technology Officer of Procter &amp; Gamble. Prior to this he was Chief of Enterprise Architecture for The Coca-Cola Company. Boehme was previously Sr. VP and Head of IT Architecture for the ING Global Insurance Business as well as serving as chairman of the global cross banking / insurance business (ING Group) enterprise architecture committee reporting into the global CTO office. Prior to his time with ING he serve...</p></p><p><a href="/profiles/alan-boehme"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTE2MywicHVyIjoiYmxvYl9pZCJ9fQ==--61d9ff4c1ff034766d51593a86cde1a2f379040e/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--184082a01f7e1e6415e4d6e03b7cd8002a80db59/daniele-catteddu.jpg" alt="Daniele Catteddu" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTE2MywicHVyIjoiYmxvYl9pZCJ9fQ==--61d9ff4c1ff034766d51593a86cde1a2f379040e/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--ce1f0b273c14895214513c640abe6c284218f1db/daniele-catteddu.jpg" /></div></div><div class="c-combo-headshot__label">Daniele Catteddu</div><div class="c-combo-headshot__label">Chief Technology Officer, CSA</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Daniele Catteddu</strong></p><p class="u-text-color-gray-400">Chief Technology Officer, CSA</p><p><p>Daniele Catteddu is an information security and risk management practitioner, technologies expert and privacy evangelist with over 15 of experience. He worked in several senior roles both in the private and public sector. He is member of various national and international security expert groups and committees on cyber-security and privacy, keynote speaker at several conferences and author of numerous studies and papers on risk management, ...</p></p><p><a href="/profiles/daniele-catteddu"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA1OTAsInB1ciI6ImJsb2JfaWQifX0=--6fec6119dd82805dcd73b1f5bee2b5241e75a27e/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjM2MHg0ODBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--f7fcb22904f5fc371fd077bb2c056b7b67053a07/sean-h.jpeg" alt="Sean Heide" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA1OTAsInB1ciI6ImJsb2JfaWQifX0=--6fec6119dd82805dcd73b1f5bee2b5241e75a27e/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjE4MHgyNDBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--bce64e6cd8e04ad10bf1b7b6142bab4d14a520af/sean-h.jpeg" /></div></div><div class="c-combo-headshot__label">Sean Heide</div><div class="c-combo-headshot__label">Technical Research Director, CSA</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Sean Heide</strong></p><p class="u-text-color-gray-400">Technical Research Director, CSA</p></div></div></div><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzcyLCJwdXIiOiJibG9iX2lkIn19--dadfe563e9c04bccc4b01b5a8d6d668518fa2eb4/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--184082a01f7e1e6415e4d6e03b7cd8002a80db59/paul-kurtz.jpg" alt="Paul B. Kurtz" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzcyLCJwdXIiOiJibG9iX2lkIn19--dadfe563e9c04bccc4b01b5a8d6d668518fa2eb4/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--ce1f0b273c14895214513c640abe6c284218f1db/paul-kurtz.jpg" /></div></div><div class="c-combo-headshot__label">Paul B. Kurtz</div><div class="c-combo-headshot__label">Chief Cybersecurity Advisor, Splunk</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Paul B. Kurtz</strong></p><p class="u-text-color-gray-400">Chief Cybersecurity Advisor, Splunk</p><p><p>Paul Kurtz is the Chief Executive Officer of TruSTAR Technology. Prior to TruSTAR Paul Kurtz was the Chief Information Security Officer and Chief Strategy Officer for CyberPoint International LLC. While at CyberPoint, he helped grow the company from 10 to 200 employees in 5 years by building the US government and international business verticals. Prior to CyberPoint, Paul was the managing partner of Good Harbor Consulting where he oversaw ...</p></p><p><a href="/profiles/paul-b-kurtz"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTcyNzksInB1ciI6ImJsb2JfaWQifX0=--99fc9cbb06241c33df488e581eefcfcedcd64b08/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjM2MHg0ODBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--f7fcb22904f5fc371fd077bb2c056b7b67053a07/troy-leach.jpeg" alt="Troy Leach" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTcyNzksInB1ciI6ImJsb2JfaWQifX0=--99fc9cbb06241c33df488e581eefcfcedcd64b08/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjE4MHgyNDBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--bce64e6cd8e04ad10bf1b7b6142bab4d14a520af/troy-leach.jpeg" /></div></div><div class="c-combo-headshot__label">Troy Leach</div><div class="c-combo-headshot__label">Chief Strategy Officer (CSO), CSA</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Troy Leach</strong></p><p class="u-text-color-gray-400">Chief Strategy Officer (CSO), CSA</p><p><p>Troy Leach has spent more than 25 years advocating for the advancement of responsible, safe technology to improve the quality of living and parity for all. </p><p>As the Chief Strategy Officer, Mr. Leach supports Cloud Security Alliance's corporate strategy and ongoing mission to provide new and relevant cloud security awareness, education, research, programs and membership participation. Mr. Leach specifically focuses on external engageme...</p></p><p><a href="/profiles/troy-leach"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzY2LCJwdXIiOiJibG9iX2lkIn19--2bb1063d7fae6f107921a4bc32ce8819d7145cc8/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--184082a01f7e1e6415e4d6e03b7cd8002a80db59/jim-reavis-261x300.jpg" alt="Jim Reavis" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzY2LCJwdXIiOiJibG9iX2lkIn19--2bb1063d7fae6f107921a4bc32ce8819d7145cc8/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--ce1f0b273c14895214513c640abe6c284218f1db/jim-reavis-261x300.jpg" /></div></div><div class="c-combo-headshot__label">Jim Reavis</div><div class="c-combo-headshot__label">Co-founder and Chief Executive Officer, CSA</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Jim Reavis</strong></p><p class="u-text-color-gray-400">Co-founder and Chief Executive Officer, CSA</p><p><p>For over 30 years, Jim Reavis has worked in cybersecurity industry as an entrepreneur, writer, speaker, technologist and business strategist. Jim’s innovative thinking about emerging trends have been published and presented widely throughout the industry and have influenced many.<br>Jim launched Cloud Security Alliance (CSA) in 2009 and has led its global growth and position as among the most vital cybersecurity communities worldwide. Under...</p></p><p><a href="/profiles/jim-reavis"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div><div class="c-combo-headshot "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA1MTksInB1ciI6ImJsb2JfaWQifX0=--a03c2f1a27dd5a20dac2bc38b7d9cc55cd815995/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjM2MHg0ODBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--f7fcb22904f5fc371fd077bb2c056b7b67053a07/john-yeoh.jpeg" alt="John Yeoh" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA1MTksInB1ciI6ImJsb2JfaWQifX0=--a03c2f1a27dd5a20dac2bc38b7d9cc55cd815995/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjE4MHgyNDBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--bce64e6cd8e04ad10bf1b7b6142bab4d14a520af/john-yeoh.jpeg" /></div></div><div class="c-combo-headshot__label">John Yeoh</div><div class="c-combo-headshot__label">Global Vice President of Research, CSA</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>John Yeoh</strong></p><p class="u-text-color-gray-400">Global Vice President of Research, CSA</p><p><p>With over 15 years of experience in research and technology, John excels at executive-level leadership, relationship management, and strategy development. He is a published author, technologist, and researcher with areas of expertise in cybersecurity, cloud computing, information security, and next generation technology (IoT, Big Data, SecaaS, Quantum). John specializes in risk management, third party assessment, GRC, data protection, incid...</p></p><p><a href="/profiles/john-yeoh"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div></div></div><div class="u-centered"><h3 class="c-heading">Executive Leadership Council</h3><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit u-separate"><div class="o-grid__cell o-grid__cell--width-80 o-grid__cell--offset-10"><p class="u-text-color-gray-500">Meet our Executive Committee, the driving force behind the AI Safety Initiative, leading our strategic direction and pioneering efforts in AI-related advancements and safety.</p></div></div><div class="c-headshot-group"><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MDEsInB1ciI6ImJsb2JfaWQifX0=--7c9af8a05b9dc79ae31aa8f982ebbc0906c78f79/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/VijayBolina.png" alt="Vijay Bolina" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MDEsInB1ciI6ImJsb2JfaWQifX0=--7c9af8a05b9dc79ae31aa8f982ebbc0906c78f79/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/VijayBolina.png" /></div></div><div class="c-combo-headshot__label">Vijay Bolina</div><div class="c-combo-headshot__label">Google Deepmind</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Vijay Bolina</strong></p><p class="u-text-color-gray-400">Google Deepmind</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MDIsInB1ciI6ImJsb2JfaWQifX0=--8575baed7da2c7009c4cfcc34543f77d3d6d6988/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/NicolasChaillan.png" alt="Nicolas Chaillan" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MDIsInB1ciI6ImJsb2JfaWQifX0=--8575baed7da2c7009c4cfcc34543f77d3d6d6988/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/NicolasChaillan.png" /></div></div><div class="c-combo-headshot__label">Nicolas Chaillan</div><div class="c-combo-headshot__label">AskSage</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Nicolas Chaillan</strong></p><p class="u-text-color-gray-400">AskSage</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MDMsInB1ciI6ImJsb2JfaWQifX0=--8418d11826a3b8998d14b30cefb630437983719d/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/JasonClinton.png" alt="Jason Clinton" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MDMsInB1ciI6ImJsb2JfaWQifX0=--8418d11826a3b8998d14b30cefb630437983719d/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/JasonClinton.png" /></div></div><div class="c-combo-headshot__label">Jason Clinton</div><div class="c-combo-headshot__label">Chief Security Officer, Anthropic</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Jason Clinton</strong></p><p class="u-text-color-gray-400">Chief Security Officer, Anthropic</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img alt="Nick Hamilton Headshot Missing" width="100%" src="/assets/fallback/csa-headshot-7b449f5deff0b8be963d29536d108a63e2ef86ec765da989bb085a7d8c14217c.png" /></div></div><div class="c-combo-headshot__label">Nick Hamilton</div><div class="c-combo-headshot__label">OpenAI</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Nick Hamilton</strong></p><p class="u-text-color-gray-400">OpenAI</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzMxOTEsInB1ciI6ImJsb2JfaWQifX0=--fc914d049a28c399e36bb76deca2e33e90c59e56/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjM2MHg0ODBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--f7fcb22904f5fc371fd077bb2c056b7b67053a07/anish.jpeg" alt="Anish Karmarkar" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzMxOTEsInB1ciI6ImJsb2JfaWQifX0=--fc914d049a28c399e36bb76deca2e33e90c59e56/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjE4MHgyNDBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--bce64e6cd8e04ad10bf1b7b6142bab4d14a520af/anish.jpeg" /></div></div><div class="c-combo-headshot__label">Anish Karmarkar</div><div class="c-combo-headshot__label">Standards Program Leader, AWS</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Anish Karmarkar</strong></p><p class="u-text-color-gray-400">Standards Program Leader, AWS</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM0OTQsInB1ciI6ImJsb2JfaWQifX0=--4a0b9da1cedee88ff546cd6a9de796a2e597325c/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--184082a01f7e1e6415e4d6e03b7cd8002a80db59/ChristineLai.png" alt="Christine Lai" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM0OTQsInB1ciI6ImJsb2JfaWQifX0=--4a0b9da1cedee88ff546cd6a9de796a2e597325c/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--ce1f0b273c14895214513c640abe6c284218f1db/ChristineLai.png" /></div></div><div class="c-combo-headshot__label">Christine Lai</div><div class="c-combo-headshot__label">CISA</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Christine Lai</strong></p><p class="u-text-color-gray-400">CISA</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM0OTMsInB1ciI6ImJsb2JfaWQifX0=--924db1adc8c88ac84a2521082709e85df363371b/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/KathleenMoriarty.png" alt="Kathleen Moriarty" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM0OTMsInB1ciI6ImJsb2JfaWQifX0=--924db1adc8c88ac84a2521082709e85df363371b/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/KathleenMoriarty.png" /></div></div><div class="c-combo-headshot__label">Kathleen Moriarty</div><div class="c-combo-headshot__label"></div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Kathleen Moriarty</strong></p><p class="u-text-color-gray-400"></p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MjYsInB1ciI6ImJsb2JfaWQifX0=--3043564d4acb2d52a553c27930d16a5ce8d62f59/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/Vitaliy%20Panych%20Portrait.png" alt="Vitaliy Panych" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MjYsInB1ciI6ImJsb2JfaWQifX0=--3043564d4acb2d52a553c27930d16a5ce8d62f59/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/Vitaliy%20Panych%20Portrait.png" /></div></div><div class="c-combo-headshot__label">Vitaliy Panych</div><div class="c-combo-headshot__label"></div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Vitaliy Panych</strong></p><p class="u-text-color-gray-400"></p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img alt="Tony Sager Headshot Missing" width="100%" src="/assets/fallback/csa-headshot-7b449f5deff0b8be963d29536d108a63e2ef86ec765da989bb085a7d8c14217c.png" /></div></div><div class="c-combo-headshot__label">Tony Sager</div><div class="c-combo-headshot__label">Center for Internet Security</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Tony Sager</strong></p><p class="u-text-color-gray-400">Center for Internet Security</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM0OTIsInB1ciI6ImJsb2JfaWQifX0=--aa4a3186f37d8b4f411007d8eb311fc5c2ea3995/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/CalebSima.png" alt="Caleb Sima" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM0OTIsInB1ciI6ImJsb2JfaWQifX0=--aa4a3186f37d8b4f411007d8eb311fc5c2ea3995/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/CalebSima.png" /></div></div><div class="c-combo-headshot__label">Caleb Sima</div><div class="c-combo-headshot__label"></div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Caleb Sima</strong></p><p class="u-text-color-gray-400"></p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MTAsInB1ciI6ImJsb2JfaWQifX0=--65f961756cd0e78b277a64fdd1b64af5c6d05b4a/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--bd0fa977f46a66c0b0323144f5d9f0f3d0562505/Phil%20Venables.png" alt="Phil Venables" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MTAsInB1ciI6ImJsb2JfaWQifX0=--65f961756cd0e78b277a64fdd1b64af5c6d05b4a/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--eb486f3f6b5873e5a4f4e10b34324e47d456ee46/Phil%20Venables.png" /></div></div><div class="c-combo-headshot__label">Phil Venables</div><div class="c-combo-headshot__label">Google Cloud</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Phil Venables</strong></p><p class="u-text-color-gray-400">Google Cloud</p></div></div></div><div class="c-combo-headshot c-combo-headshot--unclickable "><div data-obscurable="true" data-obscurable-width="500"><div class="c-combo-headshot__content"><div class="c-emblem"><div class="c-emblem__layer"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzMxOTAsInB1ciI6ImJsb2JfaWQifX0=--7d98af86866fa8bf10d74e32fdbf26a30d8e0456/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjM2MHg0ODBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--f7fcb22904f5fc371fd077bb2c056b7b67053a07/yonatan.jpeg" alt="Yonatan Zunger" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzMxOTAsInB1ciI6ImJsb2JfaWQifX0=--7d98af86866fa8bf10d74e32fdbf26a30d8e0456/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjE4MHgyNDBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--bce64e6cd8e04ad10bf1b7b6142bab4d14a520af/yonatan.jpeg" /></div></div><div class="c-combo-headshot__label">Yonatan Zunger</div><div class="c-combo-headshot__label">CVP of AI Safety and Security, Microsoft</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Yonatan Zunger</strong></p><p class="u-text-color-gray-400">CVP of AI Safety and Security, Microsoft</p></div></div></div></div></div></div><div class="u-hidden" id="non-profit-leadership-council"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-20 o-grid__cell--offset-15 o-grid__cell--center u-hidden--mobile"><img src="/assets/ai-safety-initiative/nonprofit-ai-saftey-initiative-badge-68784374742da2be5d258eed103ba2276db25c40bf79943b89298763d57e356e.png" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--offset-5 o-grid__cell--center"><h3>Non-Profit Leadership Council</h3><p class="u-text-color-gray-500">This council supports the mission of the AI Safety Initiative by overseeing its activities with a broader perspective from external entities.</p><a class="c-button c-button--orange c-button--ghost" href="/ai-safety-initiative-non-profit-leadership-council">View All</a></div></div></div><div class="u-hidden" id="ai-usage-certification-compliance"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-40 o-grid__cell--offset-5 o-grid__cell--center u-hidden--mobile"><img src="/assets/ai-safety-initiative/STAR-1a69ac2ffd16dfbeab62d2aa34af1f65fa86ac68a2e06efa34d0aef47c05a653.jpg" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--center"><h3>Organizational AI Usage Certification & Compliance</h3><p class="u-text-color-gray-500">CSA is set to enhance STAR, our industry leading cloud assurance program, to include AI compliance and certification services. This expansion, named STAR AI, will cater to both providers and enterprises incorporating AI into their solutions, based on the consensus best practices developed by the initiative research working groups. A full roadmap for this update will be announced in Q3 2024.</p><a class="c-button c-button--orange c-button--ghost" href="/star">Learn About STAR</a></div></div></div><div class="u-hidden" id="development-credentialing"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-40 o-grid__cell--offset-5 o-grid__cell--center u-hidden--mobile"><img src="/assets/ai-safety-initiative/professional-development-083e60d134375350369a01b389946e2245cdc61ecd9157733d404159dacdc625.jpg" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--center"><h3>Professional Development & Credentialing</h3><p class="u-text-color-gray-500">CSA is developing educational curriculum, courses and a credentialing program for cybersecurity professionals seeking to demonstrate expertise in critical AI topics. This will be based on the consensus best practices developed by the initiative research working groups. Contact us for organizations interested in partnering to deliver AI cybersecurity education.</p><div class="c-button-group"><a class="c-button c-button--orange" href="/cdn-cgi/l/email-protection#81e0e8acf5f3e0e8efe8efe6c1e2edeef4e5f2e4e2f4f3e8f5f8e0edede8e0efe2e4afeef3e6">Deliver AI Education</a><a target="_blank" rel="noopener" class="c-button c-button--orange c-button--ghost" href="https://knowledge.cloudsecurityalliance.org/introduction-to-generative-ai-prompt-engineering">Generative AI Course</a></div></div></div></div><div class="u-hidden" id="global-chapters"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell o-grid__cell--width-40 o-grid__cell--offset-5 o-grid__cell--center u-hidden--mobile"><img src="/assets/ai-safety-initiative/chapters-345b7090e1927509a66953d2c6bc4f6987a428f578efc30724c98975f7a8886c.jpg" /></div><div class="o-grid__cell o-grid__cell--width-60 o-grid__cell--center"><h3>Global Chapters</h3><p class="u-text-color-gray-500">CSA's Global Chapters are key to spreading knowledge and innovation, each dedicated to fostering the advancement of artificial intelligence in the realm of cloud security. Whether you're looking to dive deeper into AI safety, share expertise, or network, become part of a community shaping the future of cloud security.</p><p class="u-text-color-gray-500"><span>CSA has developed an AI Safety Initiative enablement package for chapters to promote and participate in this initiative. To gain access please contact your local chapter or contact</span> <a href="/cdn-cgi/l/email-protection#f19299908185948382b1929d9e84958294928483988588909d9d98909f9294df9e8396"><span class="__cf_email__" data-cfemail="84e7ece5f4f0e1f6f7c4e7e8ebf1e0f7e1e7f1f6edf0fde5e8e8ede5eae7e1aaebf6e3">[email&#160;protected]</span></a><span>.</span></p><a class="c-button c-button--orange c-button--ghost" href="/chapters">Find a Chapter</a></div></div></div><div class="u-hidden" id="research-working-groups"><h3 class="c-heading u-centered">Research Working Groups</h3><div class="u-centered"><p class="u-text-color-gray-500"><span>CSA's four AI working groups have been established to fulfill the mission of the AI Safety Initiative.</span></p></div><div class="o-container u-separate"><div class="c-flex-row u-flex-align-items-stretch c-flex--gap-2x u-separate"><div class="c-flex-column"><div class="c-card c-card--exhibit c-card--actionable" style="height: 100%;"><div class="c-card__item c-card__item--revealable c-card__item--decoration"><div class="c-card__revealed"><img width="100%" style="object-fit: cover; height: 100%;" src="/assets/ai-safety-initiative/ai-technology-and-risk-e312a263cee8ee5157c6416faa1c8b236a836fcdf4ec1a4adea6cdebac4d2794.png" /></div><div class="c-card__consealed"><p class="u-text-color-white">Explore the latest AI tech, predict risks, and ensure innovation meets security in the realm of AI.</p><a class="u-position-center" href="/research/working-groups/ai-technology-and-risk"></a></div></div><div class="c-card__item"><h5>AI Technology and Risk</h5></div></div></div><div class="c-flex-column"><div class="c-card c-card--exhibit c-card--actionable" style="height: 100%;"><div class="c-card__item c-card__item--revealable c-card__item--decoration"><div class="c-card__revealed"><img width="100%" style="object-fit: cover; height: 100%;" src="/assets/ai-safety-initiative/ai-governance-compliance-67e360913fae51283c67066b31dc3038785d82b37ffc949e1d42c378439235e4.png" /></div><div class="c-card__consealed"><p class="u-text-color-white">Establishing AI governance and compliance standards, shaping policy, and setting the industry benchmark.</p><a class="u-position-center" href="/research/working-groups/ai-governance-compliance"></a></div></div><div class="c-card__item"><h5>AI Governance & Compliance</h5></div></div></div><div class="c-flex-column"><div class="c-card c-card--exhibit c-card--actionable" style="height: 100%;"><div class="c-card__item c-card__item--revealable c-card__item--decoration"><div class="c-card__revealed"><img width="100%" style="object-fit: cover; height: 100%;" src="/assets/ai-safety-initiative/ai-controls-6c817e73ac181f0dc2a59bba3c2917e62c2babd76066c73e72671f7cf66e9132.png" /></div><div class="c-card__consealed"><p class="u-text-color-white">This committee aligns with NIST Cybersecurity Framework to establish a robust, flexible, and multi-layered framework.</p><a class="u-position-center" href="/research/working-groups/ai-controls"></a></div></div><div class="c-card__item"><h5>AI Controls</h5></div></div></div><div class="c-flex-column"><div class="c-card c-card--exhibit c-card--actionable" style="height: 100%;"><div class="c-card__item c-card__item--revealable c-card__item--decoration"><div class="c-card__revealed"><img width="100%" style="object-fit: cover; height: 100%;" src="/assets/ai-safety-initiative/ai-organizational-responsibilities-5169121999ecb92cf7fa8fc4810847194ccb7d49baa41e510ac4b1f0523fdaec.png" /></div><div class="c-card__consealed"><p class="u-text-color-white">Defining industry roles for AI security teams, adapting to evolving challenges, and staying ahead of AI.</p><a class="u-position-center" href="/research/working-groups/ai-organizational-responsibilities"></a></div></div><div class="c-card__item"><h5>AI Organizational Responsibilities</h5></div></div></div></div></div></div></div></div></div><div class="o-area o-area--separated o-area--alternating"><div class="o-container"><h2 class="c-heading c-heading--section u-centered">Industry Support</h2><div class="glide glide--1 b-unified"><div class="glide__track" data-glide-el="track"><div class="glide__slides"><div class="glide__slide"><div class="c-card c-card--endorsement b-unified__item"><div class="c-quote c-quote--carousel"><div class="c-quote__blockquote"><blockquote><p style="text-wrap: wrap;">AI will be the most transformative technology of our lifetimes, bringing with it both tremendous promise and significant peril. Through collaborative partnerships like this, we can collectively reduce the risk of these technologies being misused by taking the steps necessary to educate and instill best practices when managing the full lifecycle of AI capabilities, ensuring—most importantly—that they are designed, developed, and deployed to be safe and secure.</p></blockquote></div><div class="c-quote__cite"><cite><span>Jen Easterly</span><br />Director, Cybersecurity and Infrastructure Security Agency</cite></div></div></div></div><div class="glide__slide"><div class="c-card c-card--endorsement b-unified__item"><div class="c-quote c-quote--carousel c-quote--left"><div class="c-quote__image"><img alt="Jason Clinton" style="object-fit: cover;" src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MDMsInB1ciI6ImJsb2JfaWQifX0=--8418d11826a3b8998d14b30cefb630437983719d/JasonClinton.png" /></div><div class="c-quote__blockquote"><blockquote><p style="text-wrap: wrap;">Anthropic&#39;s AI systems are designed to be helpful, honest, and harmless. We look forward to lending our expertise to crafting guidelines for safe and responsible AI systems for the wider industry. By collaborating on initiatives like this one focused on generative models today - with an eye toward more advanced AI down the line - we can ensure this transformative technology benefits all of society.</p></blockquote></div><div class="c-quote__cite"><cite><span>Jason Clinton</span><br />Chief Security Officer, Anthropic</cite></div></div></div></div><div class="glide__slide"><div class="c-card c-card--endorsement b-unified__item"><div class="c-quote c-quote--carousel c-quote--left"><div class="c-quote__image"><img alt="Phil Venables" style="object-fit: cover;" src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MzM1MTAsInB1ciI6ImJsb2JfaWQifX0=--65f961756cd0e78b277a64fdd1b64af5c6d05b4a/Phil%20Venables.png" /></div><div class="c-quote__blockquote"><blockquote><p style="text-wrap: wrap;">The CSA shares our belief that long-term generative AI advancements will be achieved when private organizations, government and academia align around industry standards, as outlined in our Secure AI Framework (SAIF). Continued industry collaboration will help organizations ensure emerging AI technologies will have a major impact on the security ecosystem.</p></blockquote></div><div class="c-quote__cite"><cite><span>Phil Venables</span><br />Google Cloud</cite></div></div></div></div><div class="glide__slide"><div class="c-card c-card--endorsement b-unified__item"><div class="c-quote c-quote--carousel"><div class="c-quote__blockquote"><blockquote><p style="text-wrap: wrap;">Security is the foundation of trustworthy, safe, and responsible AI, and is core to OpenAI&#39;s mission. We recognize the opportunity for new security frameworks and are glad to approach this in partnership. This coalition, and the guidelines emerging from it, will set standards that help ensure AI systems are built to be secure.</p></blockquote></div><div class="c-quote__cite"><cite><span>Matt Knight</span><br />Head of Security at OpenAI</cite></div></div></div></div></div></div><div class="glide__arrows" data-glide-el="controls"><button class="glide__arrow glide__arrow--left" data-glide-dir="&lt;">&nbsp;</button><button class="glide__arrow glide__arrow--right" data-glide-dir="&gt;">&nbsp;</button></div></div></div></div><div class="o-area o-area--separated o-area--alternating" data-controller="dynamic-content"><div class="o-container"><h2 class="c-heading c-heading--section">AI Insights & Events</h2><div class="o-grid o-grid--small-full o-grid--medium-full"><div class="o-grid__cell o-grid__cell--width-25"><div class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--blue-500 c-button--shadow blogs-selected" style="display: block">Blogs</div><a class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--gray-50 u-text-color-gray-500 blogs-selected-hide" style="display: none;" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param=".blogs-selected .upcoming-events-selected-hide .webinars-selected-hide .press-releases-selected-hide" data-dynamic-content-hide-param=".blogs-selected-hide .upcoming-events-selected .webinars-selected .press-releases-selected" href="#">Blogs</a><div class="u-separate blogs-selected" data-dynamic-content-options="expand-vertically" style="display: block"><p class="u-text-color-gray-500">Stay updated with our latest blog posts on cloud security insights, trends, and best practices to get ahead of the evolving security landscape.</p><a href="/blog/terms/artificial-intelligence"><span>View all Blogs</span> <i class="fas fa-long-arrow-alt-right"></i></a></div><div class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--blue-500 c-button--shadow upcoming-events-selected" style="display: none">Upcoming Events</div><a class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--gray-50 u-text-color-gray-500 upcoming-events-selected-hide" style="" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param=".upcoming-events-selected .blogs-selected-hide .webinars-selected-hide .press-releases-selected-hide" data-dynamic-content-hide-param=".upcoming-events-selected-hide .blogs-selected .webinars-selected .press-releases-selected" href="#">Upcoming Events</a><div class="u-separate upcoming-events-selected" data-dynamic-content-options="expand-vertically" style="display: none"><p>Network and collaborate through CSA in-person conferences and virtual events. Gain insights directly from industry experts.</p><a href="/events"><span>View all Events</span> <i class="fas fa-long-arrow-alt-right"></i></a></div><div class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--blue-500 c-button--shadow webinars-selected" style="display: none">Webinars</div><a class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--gray-50 u-text-color-gray-500 webinars-selected-hide" style="" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param=".webinars-selected .blogs-selected-hide .upcoming-events-selected-hide .press-releases-selected-hide" data-dynamic-content-hide-param=".webinars-selected-hide .blogs-selected .upcoming-events-selected .press-releases-selected" href="#">Webinars</a><div class="u-separate webinars-selected" data-dynamic-content-options="expand-vertically" style="display: none"><p class="u-text-color-gray-500">Join CSA webinars to learn about the latest cloud security trends, best practices, and insights from industry experts.</p><a href="events/virtual-and-webinars?event_topic=artificial-intelligence"><span>View all Webinars</span> <i class="fas fa-long-arrow-alt-right"></i></a></div><div class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--blue-500 c-button--shadow press-releases-selected" style="display: none">Press Releases</div><a class="c-button c-button--slim u-full-width u-align-center u-mb16 c-button--gray-50 u-text-color-gray-500 press-releases-selected-hide" style="" data-action="click-&gt;dynamic-content#update" data-dynamic-content-show-param=".press-releases-selected .blogs-selected-hide .upcoming-events-selected-hide .webinars-selected-hide" data-dynamic-content-hide-param=".press-releases-selected-hide .blogs-selected .upcoming-events-selected .webinars-selected" href="#">Press Releases</a><div class="u-separate press-releases-selected" data-dynamic-content-options="expand-vertically" style="display: none"><p class="u-text-color-gray-500">Stay updated with CSA press releases on the latest cloud security news, events, and announcements.</p><a href="/press-releases"><span>View all Press Releases</span> <i class="fas fa-long-arrow-alt-right"></i></a></div></div><div class="o-grid__cell o-grid__cell--width-75"><div class="blogs-selected " data-dynamic-content-options="fade-in 0.5s"><div class="c-flex-row c-flex--gap-2x"><div class="c-flex-column c-flex__is-5"><div class="c-card c-card--exhibit c-card--actionable"><div class="c-card__item c-card__item--decoration" style=""><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTEwOTgsInB1ciI6ImJsb2JfaWQifX0=--ff08d5d1b1cd130739963e5512b4030e6eed0d88/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiNzAweDQ2Nl4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--aa1494bcec8585f143f0faec939cf82387cd4829/How-to-secure-Kubernetes-Ingress.png" class="u-object-fit" alt="The Implications of AI in Cybersecurity - A Transformative Journey" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTEwOTgsInB1ciI6ImJsb2JfaWQifX0=--ff08d5d1b1cd130739963e5512b4030e6eed0d88/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJwbmciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzUweDIzM14iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--ea698fc3ab93fca1fd73e2d29b5f9acf797e65b7/How-to-secure-Kubernetes-Ingress.png" /><div class="c-tag c-tag--small c-tag--teal" style="position: absolute; bottom: 10px; left: 10px;">Future Cloud</div></div><div class="c-card__item" style=""><h6>The Implications of AI in Cybersecurity - A Transformative Journey</h6><p class="u-text-color-gray-400 u-mb16">Published: 03/11/2024</p></div><a target="_blank" rel="noopener" class="u-position-center" href="/articles/the-implications-of-ai-in-cybersecurity-a-transformative-journey"></a></div></div><div class="c-flex-column c-flex__is-7"><div class="c-card c-card--exhibit c-card--actionable c-card--exhibit-right"><div class="c-card__item c-card__item--decoration" style="width: 220px;"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTE1NDMsInB1ciI6ImJsb2JfaWQifX0=--a7560caf81de65c1fed8b48cc9132a600784cd73/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiNzAweDQ2Nl4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--c11d64e102e79ebfaa7a6c32025a7984e566ce63/Cloud-Data-Security-Requires-2020-Vision.jpg" class="u-object-fit" alt="2024: A Critical Year for the Cloud Security Teenager" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTE1NDMsInB1ciI6ImJsb2JfaWQifX0=--a7560caf81de65c1fed8b48cc9132a600784cd73/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzUweDIzM14iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--be328cf489bb87b74cf18fd48c3a96cfd0f68667/Cloud-Data-Security-Requires-2020-Vision.jpg" /><div class="c-tag c-tag--small c-tag--teal" style="position: absolute; bottom: 10px; left: 10px;">Future Cloud</div></div><div class="c-card__item" style="width: calc(100% - 220px);"><h6>2024: A Critical Year for the Cloud Security Teenager</h6><p class="u-text-color-gray-400 u-mb16">Published: 12/29/2023</p></div><a target="_blank" rel="noopener" class="u-position-center" href="/articles/2024-a-critical-year-for-the-cloud-security-teenager"></a></div><div class="c-card c-card--exhibit c-card--actionable c-card--exhibit-right"><div class="c-card__item c-card__item--decoration" style="width: 220px;"><img data-retina-src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzkyMSwicHVyIjoiYmxvYl9pZCJ9fQ==--b0dbe6960fa91e872b5122d4d20dc59e3cbd1754/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiNzAweDQ2Nl4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--c11d64e102e79ebfaa7a6c32025a7984e566ce63/The-Cyber-Defense-Matrix.jpg" class="u-object-fit" alt="News of Note: Finding Solutions to Cybersecurity Impacts" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6NzkyMSwicHVyIjoiYmxvYl9pZCJ9fQ==--b0dbe6960fa91e872b5122d4d20dc59e3cbd1754/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzUweDIzM14iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--be328cf489bb87b74cf18fd48c3a96cfd0f68667/The-Cyber-Defense-Matrix.jpg" /><div class="c-tag c-tag--small c-tag--blue" style="position: absolute; bottom: 10px; left: 10px;">Core Cloud</div></div><div class="c-card__item" style="width: calc(100% - 220px);"><h6>News of Note: Finding Solutions to Cybersecurity Impacts</h6><p class="u-text-color-gray-400 u-mb16">Published: 11/03/2023</p></div><a target="_blank" rel="noopener" class="u-position-center" href="/articles/news-of-note-finding-solutions-to-cybersecurity-impacts"></a></div></div></div></div><div class="upcoming-events-selected u-hidden" data-dynamic-content-options="fade-in 0.5s"><div class="c-flex-row c-flex--gap-2x"><div class="c-flex-column c-flex__is-5"><div class="c-card c-card--exhibit c-card--actionable" id="event-card-506"><div class="c-card__item c-card__item--decoration" style=""><img alt="Cloudbytes Webinar Series" class="u-object-fit" src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA4ODYsInB1ciI6ImJsb2JfaWQifX0=--f3f47180618325914b6772c57297f23f12325ba4/cb.png" /></div><div class="c-card__item" style=""><h6 class="u-mb8">Cloudbytes Webinar Series</h6><p class="u-text-color-gray-400">January 2024 <span>-</span> December 31, 2025 <span>|</span> Online</p><div class="u-mb16"><a target="_blank" rel="noopener" href="https://www.csacloudbytes.com/"><span>Register now</span> <i class="fas fa-long-arrow-alt-right"></i></a></div></div><a target="_blank" rel="noopener" class="u-position-center" href="https://www.csacloudbytes.com/"></a></div></div><div class="c-flex-column c-flex__is-7"></div></div></div><div class="webinars-selected u-hidden" data-dynamic-content-options="fade-in 0.5s"><div class="c-flex-row c-flex--gap-2x"><div class="c-flex-column c-flex__is-5"><div class="c-card c-card--exhibit c-card--actionable" id="event-card-506"><div class="c-card__item c-card__item--decoration" style=""><img alt="Cloudbytes Webinar Series" class="u-object-fit" src="https://cloudsecurityalliance.org/rails/active_storage/blobs/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA4ODYsInB1ciI6ImJsb2JfaWQifX0=--f3f47180618325914b6772c57297f23f12325ba4/cb.png" /></div><div class="c-card__item" style=""><h6 class="u-mb8">Cloudbytes Webinar Series</h6><p class="u-text-color-gray-400">January 2024 <span>-</span> December 31, 2025 <span>|</span> Online</p><div class="u-mb16"><a target="_blank" rel="noopener" href="https://www.csacloudbytes.com/"><span>Register now</span> <i class="fas fa-long-arrow-alt-right"></i></a></div></div><a target="_blank" rel="noopener" class="u-position-center" href="https://www.csacloudbytes.com/"></a></div></div><div class="c-flex-column c-flex__is-7"></div></div></div><div class="press-releases-selected u-hidden" data-dynamic-content-options="fade-in 0.5s"><div class="c-flex-row c-flex--gap-2x"><div class="c-flex-column c-flex__is-5"><div class="c-card c-card--exhibit c-card--actionable"><div class="c-card__item c-card__item--decoration" style=""><img alt="Cloud Security Alliance Issues Comprehensive Guidelines for Auditing Artificial Intelligence (AI) Systems, Beyond Compliance" class="u-object-fit" src="/assets/fallback/blog-fallback-13e22197595508ec7014c2847a29f7cc74b3a4e774b3cb26ec12756343114f76.png" /></div><div class="c-card__item" style=""><h6>Cloud Security Alliance Issues Comprehensive Gu...</h6><p class="u-text-color-gray-400"></p></div><a class="u-position-center" href="/press-releases/2024/11/14/csa-issues-comprehensive-guidelines-for-auditing-ai-systems-beyond-compliance"></a></div></div><div class="c-flex-column c-flex__is-7"><div class="c-card c-card--exhibit c-card--actionable c-card--exhibit-right"><div class="c-card__item c-card__item--decoration" style="width: 220px;"><img alt="Cloud Security Alliance Releases Second Paper Delineating Organizational Responsibilities for Successfully and Ethically Implementing Artificial Intelligence" class="u-object-fit" src="/assets/fallback/blog-fallback-13e22197595508ec7014c2847a29f7cc74b3a4e774b3cb26ec12756343114f76.png" /></div><div class="c-card__item" style="width: calc(100% - 220px);"><h6>Cloud Security Alliance Releases Second Paper D...</h6><p class="u-text-color-gray-400"></p></div><a class="u-position-center" href="/press-releases/2024/10/22/cloud-security-alliance-releases-paper-delineating-organizational-responsibilities-for-implementing-ai"></a></div><div class="c-card c-card--exhibit c-card--actionable c-card--exhibit-right"><div class="c-card__item c-card__item--decoration" style="width: 220px;"><img alt="Cloud Security Alliance Examines Transformative Impact of Artificial Intelligence (AI) on Medical Research in Latest Report" class="u-object-fit" src="/assets/fallback/blog-fallback-13e22197595508ec7014c2847a29f7cc74b3a4e774b3cb26ec12756343114f76.png" /></div><div class="c-card__item" style="width: calc(100% - 220px);"><h6>Cloud Security Alliance Examines Transformative...</h6><p class="u-text-color-gray-400"></p></div><a class="u-position-center" href="/press-releases/2024/09/26/csa-examines-transformative-impact-of-ai-on-medical-research"></a></div></div></div></div></div></div></div></div></main><footer class="c-layout-footer"><div class="o-area"><div class="cookie-banner" style="display: block;"><div data-controller="dynamic-content"><div class="c-notification c-notification--info" id="cookie-banner-main"><div class="c-notification__item c-notification__item--icon"><div class="fas fa-info-circle"></div></div><div class="c-notification__item"><p><strong>We value your privacy.</strong> <span>Our website uses analytics and advertising cookies to improve your browsing experience. Read our full</span> <a href="/legal/privacy-notice/">Privacy Policy</a><span>.</span></p><div class="c-button-group c-button-group--centered u-mb16"><a class="c-button c-button--gray" data-action="click-&gt;dynamic-content#update" data-dynamic-content-hide-param="#cookie-banner-main" data-dynamic-content-show-param="#cookie-banner-customize" href="#">Customize</a><a class="c-button c-button--blue" id="cookie-banner-accept-all" data-action="cookie-consent#acceptAll" data-controller="cookie-consent" href="#">Allow</a></div></div></div><div class="c-notification c-notification--info" id="cookie-banner-customize" style="display: none;"><div class="c-notification__item c-notification__item--icon"><div class="fas fa-info-circle"></div></div><div class="c-notification__item"><p class="u-pt12" style="line-height: 1.3em; font-size: 1.2em;"><strong>About the Cookies</strong></p><form class="c-form" data-action="cookie-consent#update" data-controller="cookie-consent" action="/ai-safety-initiative" accept-charset="UTF-8" method="post"><input type="hidden" name="authenticity_token" value="roMLTbiYqWrsiHr2neij4ZPFvarfr7K2uvrnRMYUIlCX55IKP_tjv7_sXQdz1qTR5DkEOEczjtwparvbbbcBYg" autocomplete="off" /><p><strong>Analytics cookies,</strong> from <a target="_blank" href="https://analytics.google.com/">Google Analytics</a> and <a target="_blank" href="https://clarity.microsoft.com/">Microsoft Clarity</a> help us analyze site usage to continuously improve our website.</p><div class="c-form__item-group c-form__item-group--duo c-form__item-group--checkbox--big"><div class="c-form__item"><input id="analytics" type="checkbox" value="1" checked="checked" name="analytics" /></div><div class="c-form__item c-form__item--label"><label for="analytics">Enable cookies for analytics.</label></div></div><p class="u-pt12"><strong>Advertising cookies,</strong> enable <a target="_blank" href="https://policies.google.com/privacy">Google</a> to collect information to display content and ads tailored to your interests.</p><div class="c-form__item-group c-form__item-group--duo c-form__item-group--checkbox--big"><div class="c-form__item"><input id="advertising" type="checkbox" value="1" checked="checked" name="advertising" /></div><div class="c-form__item c-form__item--label"><label for="advertising">Enable cookies for advertising.</label></div></div><div class="c-button-group c-button-group--centered u-mb16 u-mt16"><a class="c-button c-button--gray" id="cookie-banner-reject-all" data-action="cookie-consent#rejectAll" data-controller="cookie-consent" href="#">Decline All</a><input type="submit" name="commit" value="Confirm" class="c-button c-button--blue" data-disable-with="Confirm" /></div></form></div></div></div></div><div class="c-footer"><div class="o-container"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="c-footer__item o-grid__cell o-grid__cell--width-30@medium u-align-left"><div class="c-footer__logo u-separate"><img src="/assets/csa-logo-white-33c6ce89081b4488f9fe480c8e4f5e662f8a9723e5467d30359ff832c269b7d6.png" /></div><p class="u-separate"><a class="c-button c-button--social-circle c-button--linkedin" target="_blank" rel="noopener" href="https://www.linkedin.com/groups/1864210/profile"><img src="/assets/social-share/li-icon-09fa81c48d4329077ed9608610eb94677c1598373b57333973e931874e641c30.svg" /></a><a class="c-button c-button--social-circle c-button--twitter" target="_blank" rel="noopener" href="https://twitter.com/intent/tweet?text=&amp;url="><img src="/assets/social-share/x-icon-d5737d8484c6d1c6b2c18ad43c18037db1925464c40f14899cdfdb82fe33a861.svg" /></a><a class="c-button c-button--social-circle c-button--facebook" target="_blank" rel="noopener" href="https://www.facebook.com/csacloudfiles"><img src="/assets/social-share/fb-icon-c0307da13019b8e4ef32e5f2e7039eac01c272bcbc2c3a7aad4ba033c0a27153.svg" /></a><a class="c-button c-button--social-circle c-button--youtube" target="_blank" rel="noopener" href="https://www.youtube.com/channel/UCrcG6ZtsBPz3xkUZU6asVhA"><img src="/assets/social-share/yt-icon-ade320bf2b6ffeae084895dac740b736c7dda9f181a871260f83da2462465ab3.svg" /></a><p class="u-separate"><span>© 2009–</span><span>2024</span> <span>Cloud Security Alliance.</span><br /><span>All rights reserved.</span></p></p></div><div class="c-footer__item o-grid__cell"><div class="o-grid o-grid--small-full o-grid--medium-full o-grid--large-fit"><div class="o-grid__cell"><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Corporate Membership - https://cloudsecurityalliance.org/membership/&quot;});" href="https://cloudsecurityalliance.org/membership/">Corporate Membership</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Cloud Customers - https://cloudsecurityalliance.org/membership/enterprises/&quot;});" href="https://cloudsecurityalliance.org/membership/enterprises/">Cloud Customers</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Cloud Solution Providers - https://cloudsecurityalliance.org/membership/solution-providers/&quot;});" href="https://cloudsecurityalliance.org/membership/solution-providers/">Cloud Solution Providers</a></div><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Join as an Individual - https://circle.cloudsecurityalliance.org/home&quot;});" href="https://circle.cloudsecurityalliance.org/home">Join as an Individual</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Circle Community Forum - https://cloudsecurityalliance.org/circle/&quot;});" href="https://cloudsecurityalliance.org/circle/">Circle Community Forum</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Chapters - https://cloudsecurityalliance.org/chapters/&quot;});" href="https://cloudsecurityalliance.org/chapters/">Chapters</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Working Groups - https://cloudsecurityalliance.org/research/working-groups/&quot;});" href="https://cloudsecurityalliance.org/research/working-groups/">Working Groups</a></div><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Research - https://cloudsecurityalliance.org/research/&quot;});" href="https://cloudsecurityalliance.org/research/">Research</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Download Publications - https://cloudsecurityalliance.org/research/artifacts/&quot;});" href="https://cloudsecurityalliance.org/research/artifacts/">Download Publications</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;View Working Groups - https://cloudsecurityalliance.org/research/working-groups/&quot;});" href="https://cloudsecurityalliance.org/research/working-groups/">View Working Groups</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;View All Topics - https://cloudsecurityalliance.org/research/topics&quot;});" href="https://cloudsecurityalliance.org/research/topics">View All Topics</a></div><div class="c-footer__list"><h6><span>Find a...</span></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Cloud Consultant - https://cloudsecurityalliance.org/trusted-cloud-consultant&quot;});" href="https://cloudsecurityalliance.org/trusted-cloud-consultant">Cloud Consultant</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Cloud Service Provider - https://cloudsecurityalliance.org/star/registry/&quot;});" data-turbo="false" href="https://cloudsecurityalliance.org/star/registry/">Cloud Service Provider</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Trusted Cloud Provider - https://cloudsecurityalliance.org/trusted-cloud-provider&quot;});" href="https://cloudsecurityalliance.org/trusted-cloud-provider">Trusted Cloud Provider</a></div></div><div class="o-grid__cell"><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Certificates - https://cloudsecurityalliance.org/education/&quot;});" href="https://cloudsecurityalliance.org/education/">Certificates</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;CCSK - https://cloudsecurityalliance.org/education/ccsk/&quot;});" href="https://cloudsecurityalliance.org/education/ccsk/">CCSK</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;CCAK - https://cloudsecurityalliance.org/education/ccak/&quot;});" href="https://cloudsecurityalliance.org/education/ccak/">CCAK</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;CCZT - https://cloudsecurityalliance.org/education/cczt/&quot;});" href="https://cloudsecurityalliance.org/education/cczt/">CCZT</a></div><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Events - https://cloudsecurityalliance.org/events/&quot;});" href="https://cloudsecurityalliance.org/events/">Events</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Americas - https://cloudsecurityalliance.org/events/americas&quot;});" href="https://cloudsecurityalliance.org/events/americas">Americas</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;EMEA - https://cloudsecurityalliance.org/events/emea/&quot;});" href="https://cloudsecurityalliance.org/events/emea/">EMEA</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;APAC - https://cloudsecurityalliance.org/events/apac/&quot;});" href="https://cloudsecurityalliance.org/events/apac/">APAC</a></div><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Education - https://cloudsecurityalliance.org/education/&quot;});" href="https://cloudsecurityalliance.org/education/">Education</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Blog - https://cloudsecurityalliance.org/blog/&quot;});" href="https://cloudsecurityalliance.org/blog/">Blog</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Virtual Events \u0026 Webinars - https://cloudsecurityalliance.org/events/virtual-and-webinars/&quot;});" data-turbo="false" href="https://cloudsecurityalliance.org/events/virtual-and-webinars/">Virtual Events &amp; Webinars</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Training - https://cloudsecurityalliance.org/education/&quot;});" href="https://cloudsecurityalliance.org/education/">Training</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Cloud 101 - https://cloudsecurityalliance.org/cloud-newbie&quot;});" href="https://cloudsecurityalliance.org/cloud-newbie">Cloud 101</a></div><div class="c-footer__list"><h6><span>Popular Resources</span></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Security Guidance - https://cloudsecurityalliance.org/research/guidance/&quot;});" href="https://cloudsecurityalliance.org/research/guidance/">Security Guidance</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;CCM - https://cloudsecurityalliance.org/research/cloud-controls-matrix/&quot;});" href="https://cloudsecurityalliance.org/research/cloud-controls-matrix/">CCM</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;CAIQ - https://cloudsecurityalliance.org/research/cloud-controls-matrix/&quot;});" href="https://cloudsecurityalliance.org/research/cloud-controls-matrix/">CAIQ</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;STAR - https://cloudsecurityalliance.org/star/&quot;});" href="https://cloudsecurityalliance.org/star/">STAR</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;GDPR - https://cloudsecurityalliance.org/privacy/gdpr/&quot;});" href="https://cloudsecurityalliance.org/privacy/gdpr/">GDPR</a></div></div><div class="o-grid__cell"><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;About CSA - https://cloudsecurityalliance.org/about/&quot;});" href="https://cloudsecurityalliance.org/about/">About CSA</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Contact Us - https://cloudsecurityalliance.org/contact/&quot;});" href="https://cloudsecurityalliance.org/contact/">Contact Us</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Press Releases - https://cloudsecurityalliance.org/press-releases/&quot;});" href="https://cloudsecurityalliance.org/press-releases/">Press Releases</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Affiliates - https://cloudsecurityalliance.org/membership/current-affiliates/&quot;});" href="https://cloudsecurityalliance.org/membership/current-affiliates/">Affiliates</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Press Coverage - https://cloudsecurityalliance.org/press-coverage/&quot;});" href="https://cloudsecurityalliance.org/press-coverage/">Press Coverage</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Quality Policy - https://cloudsecurityalliance.org/quality-policy/&quot;});" href="https://cloudsecurityalliance.org/quality-policy/">Quality Policy</a></div><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Our Team - https://cloudsecurityalliance.org/about/csa-staff/&quot;});" href="https://cloudsecurityalliance.org/about/csa-staff/">Our Team</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Board of Directors - https://cloudsecurityalliance.org/about/board-of-directors/&quot;});" data-turbo="false" href="https://cloudsecurityalliance.org/about/board-of-directors/">Board of Directors</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Management \u0026 Staff - https://cloudsecurityalliance.org/about/csa-staff/&quot;});" data-turbo="false" href="https://cloudsecurityalliance.org/about/csa-staff/">Management &amp; Staff</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Careers - https://cloudsecurityalliance.org/about/careers&quot;});" href="https://cloudsecurityalliance.org/about/careers">Careers</a></div><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Legal - https://cloudsecurityalliance.org/legal/&quot;});" href="https://cloudsecurityalliance.org/legal/">Legal</a></h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Privacy Notice - https://cloudsecurityalliance.org/legal/privacy-notice/&quot;});" href="https://cloudsecurityalliance.org/legal/privacy-notice/">Privacy Notice</a><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Terms \u0026 Conditions - https://cloudsecurityalliance.org/legal/website-terms-and-conditions/&quot;});" href="https://cloudsecurityalliance.org/legal/website-terms-and-conditions/">Terms &amp; Conditions</a></div><div class="c-footer__list"><h6><a onclick="gtag(&#39;event&#39;, &#39;sitewide_menu_click&#39;, {&quot;event_category&quot;:&quot;footer_menu&quot;,&quot;event_label&quot;:&quot;Cloud Security Glossary - https://cloudsecurityalliance.org/cloud-security-glossary/&quot;});" href="https://cloudsecurityalliance.org/cloud-security-glossary/">Cloud Security Glossary</a></h6></div></div></div></div></div></div></div><div class="u-scroll-to-top"><span class="c-button c-button--primary c-button--elevated">&utrif;</span></div></div></footer><div class="c-modal"><div class="c-modal__content"></div><span class="c-modal__close-button"></span></div> <script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script><script id="ze-snippet" src="https://static.zdassets.com/ekr/snippet.js?key=2121b371-8db3-4beb-8ca2-5e994ec5fb73"></script> <script type="text/javascript"> var isDesktop = true; // device detection if(/(android|bb\d+|meego).+mobile|avantgo|bada\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|ipad|iris|kindle|Android|Silk|lge |maemo|midp|mmp|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\/|plucker|pocket|psp|series(4|6)0|symbian|treo|up\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i.test(navigator.userAgent) || /1207|6310|6590|3gso|4thp|50[1-6]i|770s|802s|a wa|abac|ac(er|oo|s\-)|ai(ko|rn)|al(av|ca|co)|amoi|an(ex|ny|yw)|aptu|ar(ch|go)|as(te|us)|attw|au(di|\-m|r |s )|avan|be(ck|ll|nq)|bi(lb|rd)|bl(ac|az)|br(e|v)w|bumb|bw\-(n|u)|c55\/|capi|ccwa|cdm\-|cell|chtm|cldc|cmd\-|co(mp|nd)|craw|da(it|ll|ng)|dbte|dc\-s|devi|dica|dmob|do(c|p)o|ds(12|\-d)|el(49|ai)|em(l2|ul)|er(ic|k0)|esl8|ez([4-7]0|os|wa|ze)|fetc|fly(\-|_)|g1 u|g560|gene|gf\-5|g\-mo|go(\.w|od)|gr(ad|un)|haie|hcit|hd\-(m|p|t)|hei\-|hi(pt|ta)|hp( i|ip)|hs\-c|ht(c(\-| |_|a|g|p|s|t)|tp)|hu(aw|tc)|i\-(20|go|ma)|i230|iac( |\-|\/)|ibro|idea|ig01|ikom|im1k|inno|ipaq|iris|ja(t|v)a|jbro|jemu|jigs|kddi|keji|kgt( |\/)|klon|kpt |kwc\-|kyo(c|k)|le(no|xi)|lg( g|\/(k|l|u)|50|54|\-[a-w])|libw|lynx|m1\-w|m3ga|m50\/|ma(te|ui|xo)|mc(01|21|ca)|m\-cr|me(rc|ri)|mi(o8|oa|ts)|mmef|mo(01|02|bi|de|do|t(\-| |o|v)|zz)|mt(50|p1|v )|mwbp|mywa|n10[0-2]|n20[2-3]|n30(0|2)|n50(0|2|5)|n7(0(0|1)|10)|ne((c|m)\-|on|tf|wf|wg|wt)|nok(6|i)|nzph|o2im|op(ti|wv)|oran|owg1|p800|pan(a|d|t)|pdxg|pg(13|\-([1-8]|c))|phil|pire|pl(ay|uc)|pn\-2|po(ck|rt|se)|prox|psio|pt\-g|qa\-a|qc(07|12|21|32|60|\-[2-7]|i\-)|qtek|r380|r600|raks|rim9|ro(ve|zo)|s55\/|sa(ge|ma|mm|ms|ny|va)|sc(01|h\-|oo|p\-)|sdk\/|se(c(\-|0|1)|47|mc|nd|ri)|sgh\-|shar|sie(\-|m)|sk\-0|sl(45|id)|sm(al|ar|b3|it|t5)|so(ft|ny)|sp(01|h\-|v\-|v )|sy(01|mb)|t2(18|50)|t6(00|10|18)|ta(gt|lk)|tcl\-|tdg\-|tel(i|m)|tim\-|t\-mo|to(pl|sh)|ts(70|m\-|m3|m5)|tx\-9|up(\.b|g1|si)|utst|v400|v750|veri|vi(rg|te)|vk(40|5[0-3]|\-v)|vm40|voda|vulc|vx(52|53|60|61|70|80|81|83|85|98)|w3c(\-| )|webc|whit|wi(g |nc|nw)|wmlb|wonu|x700|yas\-|your|zeto|zte\-/i.test(navigator.userAgent.substr(0,4))) { isDesktop = false; } window.zESettings = { webWidget: { color: { launcherText: '#FFFFFF' } } }; var customizeWidget = function () { // Dodge Recaptcha when it also exists on the page if (typeof grecaptcha !== 'undefined') { $('#launcher').animate({'margin-right': '80px'}); }; }; setTimeout(customizeWidget, 2000); </script> </body></html>

Pages: 1 2 3 4 5 6 7 8 9 10