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Security Training - /education/cloud-infrastructure-security-training"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Lead Auditor Training - /education/star-lead-auditor-training/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Advanced Cloud Security Practitioner (ACSP) Training - /education/advanced-cloud-security-practitioner-training"});" 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 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c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Become a Training Partner - /education/training-partners/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Train my entire team - /education/business/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Training for Government Agencies - /education/gsa-schedule/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"CSA Research - /research/"});" href="/research/">CSA Research</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Latest Research - /research/artifacts"});" href="/research/artifacts">Latest Research</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Working Groups - /research/working-groups/"});" href="/research/working-groups/">Working Groups</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Chapters - /chapters/"});" href="/chapters/">Chapters</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Open Peer Reviews - /research/contribute#peer-reviews"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Research 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- /cxo-trust/"});" href="/cxo-trust/">CxO Trust</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Trusted Cloud Consultant - /trusted-cloud-consultant/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"FinCloud Security - /fincloud-security"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"CloudBytes Webinars - /events/virtual-and-webinars/?event_kind=Webinar"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Blog - /blog/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Cloud security best practices - /research/guidance/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Assess your cloud compliance - /research/cloud-controls-matrix/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Security questionnaire for vendors - /artifacts/star-level-1-security-questionnaire-caiq-v4/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Top threats to cloud computing - /research/working-groups/top-threats/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Cloud Security Glossary - /cloud-security-glossary"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Juanita Koilpillai Awards - /research/juanita-koilpillai/service-award/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Research Fellows - /research/fellowship#fellows"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"AI Safety Initiative - /research/working-groups/artificial-intelligence"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"AI Technology and Risk - /research/working-groups/ai-technology-and-risk"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"AI Governance \u0026 Compliance - /research/working-groups/ai-governance-compliance"});" href="/research/working-groups/ai-governance-compliance">AI Governance & Compliance</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"AI Controls - /research/working-groups/ai-controls"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"AI Organizational Responsibilities - /research/working-groups/ai-organizational-responsibilities"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Enterprise Architecture - /research/working-groups/enterprise-architecture"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Blockchain - /research/working-groups/blockchain"});" href="/research/working-groups/blockchain">Blockchain</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Zero Trust - /research/working-groups/zero-trust"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"DevSecOps - /research/working-groups/devsecops"});" href="/research/working-groups/devsecops">DevSecOps</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Top Threats - /research/working-groups/top-threats"});" 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 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'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Become a Member - /membership/contact/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Enabled Solutions - /star/registry/star-enabled-solutions/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Trusted Cloud Consultant - /trusted-cloud-consultant/registry/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Trusted Cloud Provider - /trusted-cloud-provider/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Certified STAR Auditors - /star/certified-star-auditors/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Member Portal - https://cloudsecurityalliance.my.site.com"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Home - /star/"});" href="/star/">STAR Home</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Registry - /star/registry/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Submit to Registry - /star/submit/"});" href="/star/submit/">Submit to Registry</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Provide Feedback - /star/feedback/"});" href="/star/feedback/">Provide Feedback</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Certified STAR Auditors - /star/certified-star-auditors/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Enabled Solutions - /star/star-enabled-solutions/overview/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"CCAK Training - /education/ccak/"});" href="/education/ccak/">CCAK Training</a></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Lead Auditor Training - /education/star-lead-auditor-training/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Training for Government Agencies - /education/gsa-schedule/"});" 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 Tools</span></div><div class="c-megamenu__item c-megamenu__item--actionable"><a class="c-megamenu__anchor" onclick="gtag('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Cloud Controls Matrix (CCM) - /research/cloud-controls-matrix/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Consensus Assessment Initiative Questionnaire (CAIQ) - /research/cloud-controls-matrix/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"EU Cloud Code of Conduct - /gdpr/eu-cloud-code-of-conduct/"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Level 1 - /star/registry/?level=1"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"View companies at level one - /star/registry/?level=1"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Learn about level one - /star/#tab_levelOne"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"STAR Level 2 - /star/registry/?level=2"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"View companies at level two - /star/registry/?level=2"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Learn about level two - /star/#tab_levelTwo"});" 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 & 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Knowledge Center - https://knowledge.cloudsecurityalliance.org"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"CSA Exams - https://exams.cloudsecurityalliance.org"});" 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('event', 'sitewide_menu_click', {"event_category":"mega_menu","event_label":"Events 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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><div class="o-area o-area--layered o-area--separated"><div class="o-area__layer u-bg-color-gray-25" style="background-image: url(/assets/research/research-bg-light-d8358edc9081fcb49b8cde5bd08c6685af8c428030a46cb378f780e40b223764.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-65@medium"><h2 class="u-text-color-gray-200 u-mb0">Working Group</h2><h1>AI Technology and Risk</h1><h5 class="u-text-color-gray-400 u-separate">Explore the latest AI tech, predict risks, and ensure innovation meets security in the realm of AI.</h5><a class="c-button c-button--primary" href="#current_projects">View Current Projects</a></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" href="/research/topics">Research Topics</a></div><div class="c-nav__item"><a class="c-nav__anchor" href="/research/topics/artificial-intelligence">About Topic</a></div><div class="c-nav__item"><div class="c-nav__anchor c-nav__anchor--active">Working Group</div></div><div class="c-nav__item"><a target="_blank" rel="noopener" class="c-nav__anchor" href="https://circle.cloudsecurityalliance.org/community-home1?CommunityKey=2b8a3c57-d5c1-4f35-983b-018bad502fed">Discussion Community</a></div><div class="c-nav__item"><a target="_blank" rel="noopener" class="c-nav__anchor" href="/research/artifacts?term=artificial-intelligence">Publications</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"><a href="/research">Research</a></div><div class="c-breadcrumbs__item"><a href="/research/working-groups">Working Groups</a></div><div class="c-breadcrumbs__item">AI Technology and Risk</div></div></div></div><div class="o-area o-area--separated"><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-60@medium"><div class="o-rich-text"><div class="trix-content"> <div>The AI Technology and Risk Committee is focused on staying abreast of the latest technological advancements in AI while simultaneously identifying, understanding, and forecasting associated risks, threats, and vulnerabilities. This technical committee aims to act as both a knowledge hub and a proactive risk management entity, bridging the gap between innovation and security in the realm of AI.</div> </div> </div></div><div class="o-grid__cell"><h3>Working Group Leadership</h3><div class="c-headshot-group u-separate" style="justify-content: left;"><div class="c-combo-headshot c-combo-headshot--unclickable c-combo-headshot--compact"><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/eyJfcmFpbHMiOnsiZGF0YSI6MTA1MjAsInB1ciI6ImJsb2JfaWQifX0=--c87bb80736f5d1edc7dd0c61c17440740c4a7166/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMzYweDQ4MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--184082a01f7e1e6415e4d6e03b7cd8002a80db59/headshot_square_small.jpg" alt="Josh Buker" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6MTA1MjAsInB1ciI6ImJsb2JfaWQifX0=--c87bb80736f5d1edc7dd0c61c17440740c4a7166/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGciLCJhdXRvX29yaWVudCI6dHJ1ZSwicm90YXRlIjowLCJncmF2aXR5IjoiY2VudGVyIiwicmVzaXplIjoiMTgweDI0MF4iLCJiYWNrZ3JvdW5kIjoibm9uZSJ9LCJwdXIiOiJ2YXJpYXRpb24ifX0=--ce1f0b273c14895214513c640abe6c284218f1db/headshot_square_small.jpg" /></div></div><div class="c-combo-headshot__label">Josh Buker</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Josh Buker</strong></p><p class="u-text-color-gray-400">Research Analyst, CSA</p></div></div></div></div><h3>Working Group Co-Chairs</h3><div class="c-headshot-group u-separate" style="justify-content: left;"><div class="c-combo-headshot c-combo-headshot--unclickable c-combo-headshot--compact"><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="Mark Yanalitis Headshot Missing" width="100%" src="/assets/fallback/csa-headshot-7b449f5deff0b8be963d29536d108a63e2ef86ec765da989bb085a7d8c14217c.png" /></div></div><div class="c-combo-headshot__label">Mark Yanalitis</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Mark Yanalitis</strong></p><p class="u-text-color-gray-400"></p></div></div></div><div class="c-combo-headshot c-combo-headshot--compact"><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/eyJfcmFpbHMiOnsiZGF0YSI6OTc3MywicHVyIjoiYmxvYl9pZCJ9fQ==--c951fd53b306fd7d80615c61fa0c97fb8f7d9dab/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjM2MHg0ODBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--f7fcb22904f5fc371fd077bb2c056b7b67053a07/chris.jpeg" alt="Chris Kirschke" style="width: 100%; height: 100%; object-fit: cover;" src="/rails/active_storage/representations/redirect/eyJfcmFpbHMiOnsiZGF0YSI6OTc3MywicHVyIjoiYmxvYl9pZCJ9fQ==--c951fd53b306fd7d80615c61fa0c97fb8f7d9dab/eyJfcmFpbHMiOnsiZGF0YSI6eyJmb3JtYXQiOiJqcGVnIiwiYXV0b19vcmllbnQiOnRydWUsInJvdGF0ZSI6MCwiZ3Jhdml0eSI6ImNlbnRlciIsInJlc2l6ZSI6IjE4MHgyNDBeIiwiYmFja2dyb3VuZCI6Im5vbmUifSwicHVyIjoidmFyaWF0aW9uIn19--bce64e6cd8e04ad10bf1b7b6142bab4d14a520af/chris.jpeg" /></div></div><div class="c-combo-headshot__label">Chris Kirschke</div></div><div class="b-obscured u-align-left"><p class="u-mb0"><strong>Chris Kirschke</strong></p><p class="u-text-color-gray-400">Cloud Portfolio Information Security Officer at Albertsons Companies</p><p><p>Security Leader with over 20+ years of experience across Financial Services, Streaming, Retail and IT Services with a heavy focus on Cloud, DevSecOps and Threat Modeling. Advises multiple security startups on Product Strategy, Alliances and Integrations. Sits on multiple Customer Advisory Boards helping to drive security product roadmaps, integrations and feature developments. Avid hockey player, backpacker and wine collector in his spare t...</p></p><p><a href="/profiles/chris-kirschke"><span>Read more</span> <i class="fas fa-long-arrow-alt-right"></i></a></p></div></div></div></div><table class="c-table c-table--condensed"><thead class="c-table__head"><tr class="c-table__row"><th class="c-table__cell" width="70%">Publications in Review</th><th class="c-table__cell" width="30%">Open Until</th></tr></thead><tbody class="c-table__body"><tr class="c-table__row"><td class="c-table__cell"><a href="https://docs.google.com/document/d/1ko3NRDtIg46YeaiPCqRL-shzqSSk32Xpg4a_fGYOQ0A/edit?usp=sharing">Fully Homomorphic Encryption: A Comprehensive Guide for Cybersecurity Professionals</a></td><td class="c-table__cell">Dec 06, 2024</td></tr><tr class="c-table__row"><td class="c-table__cell"><a href="https://docs.google.com/document/d/1riEDrEcv0roOgyu3Hl68GNFlRfIuBW3zJz0R3BtNfac/edit?usp=sharing">AI Organizational Responsibilities: AI Tools and Applications</a></td><td class="c-table__cell">Dec 08, 2024</td></tr><tr class="c-table__row"><td class="c-table__cell"><a href="https://docs.google.com/document/d/1SBNkqZA0Ac3SJyMWE9JdTcu5ddT7yeSrHWH1BccoP5o/edit?usp=sharing">Zero Trust Guidance for Small and Medium Size Businesses (SMBs)</a></td><td class="c-table__cell">Dec 15, 2024</td></tr><tr class="c-table__row"><td class="c-table__cell"><a href="https://docs.google.com/document/d/1RlnM1yEg4KZyCSQYtKJR2upWf3BCxKoXoH7ptXKPPNM/edit?usp=sharing">Zero Trust Privacy Assessment and Guidance</a></td><td class="c-table__cell">Dec 27, 2024</td></tr></tbody></table><a target="_blank" rel="noopener" href="/research/contribute#peer-reviews"><span>View all</span> <i class="fas fa-long-arrow-alt-right"></i></a></div></div></div></div><div class="o-area o-area--announcement u-bg-color-orange-500"><div class="o-area__container"><div class="o-area__item"><h5 class="c-heading"><a href="https://circle.cloudsecurityalliance.org/community-home1?CommunityKey=2b8a3c57-d5c1-4f35-983b-018bad502fed">Want to join this working group? Register or sign-into Circle to get started.</a></h5></div><div class="o-area__item"><a class="c-button c-button--icon c-button--green u-pb0" href="https://circle.cloudsecurityalliance.org/community-home1?CommunityKey=2b8a3c57-d5c1-4f35-983b-018bad502fed"><img width="50" height="50" src="/assets/arrows/arrow-white-right-53b5245d5c2df81c153080d64b7cbaeddc14e5b9e8f582d1400b7be8edda4db2.svg" /></a></div></div></div><div class="o-area o-area--separated o-area--color-blue-800 o-area--inverse"><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-45@medium o-grid__cell--offset-5@medium u-centered"><img width="75px;" src="/assets/research/working-groups/who-can-join-b7c5781a7d99d0c9752b35f1de825c2dec5a2de7fb50a69b5cf5c38fac815dd3.svg" /><h5><strong>Who can join?</strong></h5><p class="u-text-color-gray-50">Anyone can join a working group, whether you have years of experience or want to just participate as a fly on the wall.</p></div><div class="o-grid__cell o-grid__cell--width-45@medium u-centered"><img width="75px;" src="/assets/research/working-groups/time-commitment-a3d572f19f4dca6086c2af39943461714ee4f5cca3f6e58e42ec8412efc9b45a.svg" /><h5><strong>What is the time commitment?</strong></h5><p class="u-text-color-gray-50">The time commitment for this group varies depending on the project. You can spend a 15 minutes helping review a publication that's nearly finished or help author a publication from start to finish.</p></div></div></div></div><div class="o-area o-area--separated o-area--alternating" id="virtual_meetings"><div class="o-container"><h2 class="c-heading c-heading--section">Virtual Meetings</h2><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-90@medium o-grid__cell--offset-5@medium"><p><span>Attend our next meeting. You can just listen in to decide if this group is a good for you or you can choose to actively participate. During these calls we discuss current projects, and well as share ideas for new projects. This is a good way to meet the other members of the group. You can</span> <a href="https://cloudsecurityalliance.org/meetings">view all research meetings here</a><span>.</span></p></div></div><div class="c-calendar-events"><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Dec</p><h3 class="u-text-color-white u-mb0 u-pb8">4</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, December 4, 8:00am <span>-</span> 9:00am PST</small><h5 class="u-text--bold u-mb0">AI Tech & Risk Working Group</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small>Biweekly AI Tech & Risk Working Group Meeting<br><br><a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a><br><br>Helpful links:<br><ul><li>Zoom Meeting Link: <a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a></li><li>Tech & Risk Circle Community: <a href="https://csaurl.org/ai-tech-risk-circle" target="_blank"><u>https://csaurl.org/ai-tech-risk-circle</u></a></li><li>CSA Public Slack (#ai-technology-and-risk-working-group): <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a></li><li>Meeting Minutes: <a href="https://csaurl.org/ai-tech-risk-minutes" target="_blank"><u>https://csaurl.org/ai-tech-risk-minutes</u></a></li><li>AI Tech and Risk Google Drive: <a href="https://csaurl.org/ai-tech-risk-drive" target="_blank"><u>https://csaurl.org/ai-tech-risk-drive</u></a></li></ul><br>If you have any questions, please reach out via the <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>CSA Public Slack</u></a>.</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=MGZncGI2amNiaTh0MWthYjRpOHE5OHI4bTdfMjAyNDEyMDRUMTYwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Dec</p><h3 class="u-text-color-white u-mb0 u-pb8">5</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Thu, December 5, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">Model Cards and Data Sheets (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-0">Draft - AI Model Cards and Data Sheets</a><br><a href="https://docs.google.com/document/d/10-QaA9PTslFZACJP1Qh4j6sVWtB8rJ0c0nVXEmv8gqU/edit" class="pastedDriveLink-1">Brainstorming - Model Cards and Data Sheets (AI MRM)</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>Model Cards and Data Sheets</b> white paper, please decline this invite.<br><br>This is a follow up paper to the <a href="https://cloudsecurityalliance.org/artifacts/ai-model-risk-management-framework">AI MRM Framework paper</a> we released previously.<ul><li>Current draft document: <a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-2">Draft - AI Model Cards and Data Sheets</a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!<b><br></b></small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=OWIzNGdjazVuNmhrMTN1Y2prYW42aGNwc3RfMjAyNDEyMDVUMTcwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Dec</p><h3 class="u-text-color-white u-mb0 u-pb8">11</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, December 11, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">AI Autonomous Agents (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-0">AI Autonomous Agents Brainstorming</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>AI Autonomous Agents</b> white paper, please decline this invite.<br><ul><li>Current brainstorming document: <a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-2"><u>AI Autonomous Agents Brainstorming</u></a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u><u>https://csaurl.org/csa-public-slack</u></u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=Mmg0MWRxcHUyM2kwYzZ1aHZ1Z3J0ZDJycjJfMjAyNDEyMTFUMTcwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Dec</p><h3 class="u-text-color-white u-mb0 u-pb8">18</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, December 18, 8:00am <span>-</span> 9:00am PST</small><h5 class="u-text--bold u-mb0">AI Tech & Risk Working Group</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small>Biweekly AI Tech & Risk Working Group Meeting<br><br><a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a><br><br>Helpful links:<br><ul><li>Zoom Meeting Link: <a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a></li><li>Tech & Risk Circle Community: <a href="https://csaurl.org/ai-tech-risk-circle" target="_blank"><u>https://csaurl.org/ai-tech-risk-circle</u></a></li><li>CSA Public Slack (#ai-technology-and-risk-working-group): <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a></li><li>Meeting Minutes: <a href="https://csaurl.org/ai-tech-risk-minutes" target="_blank"><u>https://csaurl.org/ai-tech-risk-minutes</u></a></li><li>AI Tech and Risk Google Drive: <a href="https://csaurl.org/ai-tech-risk-drive" target="_blank"><u>https://csaurl.org/ai-tech-risk-drive</u></a></li></ul><br>If you have any questions, please reach out via the <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>CSA Public Slack</u></a>.</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=MGZncGI2amNiaTh0MWthYjRpOHE5OHI4bTdfMjAyNDEyMThUMTYwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Dec</p><h3 class="u-text-color-white u-mb0 u-pb8">19</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Thu, December 19, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">Model Cards and Data Sheets (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-0">Draft - AI Model Cards and Data Sheets</a><br><a href="https://docs.google.com/document/d/10-QaA9PTslFZACJP1Qh4j6sVWtB8rJ0c0nVXEmv8gqU/edit" class="pastedDriveLink-1">Brainstorming - Model Cards and Data Sheets (AI MRM)</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>Model Cards and Data Sheets</b> white paper, please decline this invite.<br><br>This is a follow up paper to the <a href="https://cloudsecurityalliance.org/artifacts/ai-model-risk-management-framework">AI MRM Framework paper</a> we released previously.<ul><li>Current draft document: <a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-2">Draft - AI Model Cards and Data Sheets</a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!<b><br></b></small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=OWIzNGdjazVuNmhrMTN1Y2prYW42aGNwc3RfMjAyNDEyMTlUMTcwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Dec</p><h3 class="u-text-color-white u-mb0 u-pb8">25</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, December 25, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">AI Autonomous Agents (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-0">AI Autonomous Agents Brainstorming</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>AI Autonomous Agents</b> white paper, please decline this invite.<br><ul><li>Current brainstorming document: <a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-2"><u>AI Autonomous Agents Brainstorming</u></a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u><u>https://csaurl.org/csa-public-slack</u></u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=Mmg0MWRxcHUyM2kwYzZ1aHZ1Z3J0ZDJycjJfMjAyNDEyMjVUMTcwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Jan</p><h3 class="u-text-color-white u-mb0 u-pb8">1</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, January 1, 8:00am <span>-</span> 9:00am PST</small><h5 class="u-text--bold u-mb0">AI Tech & Risk Working Group</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small>Biweekly AI Tech & Risk Working Group Meeting<br><br><a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a><br><br>Helpful links:<br><ul><li>Zoom Meeting Link: <a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a></li><li>Tech & Risk Circle Community: <a href="https://csaurl.org/ai-tech-risk-circle" target="_blank"><u>https://csaurl.org/ai-tech-risk-circle</u></a></li><li>CSA Public Slack (#ai-technology-and-risk-working-group): <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a></li><li>Meeting Minutes: <a href="https://csaurl.org/ai-tech-risk-minutes" target="_blank"><u>https://csaurl.org/ai-tech-risk-minutes</u></a></li><li>AI Tech and Risk Google Drive: <a href="https://csaurl.org/ai-tech-risk-drive" target="_blank"><u>https://csaurl.org/ai-tech-risk-drive</u></a></li></ul><br>If you have any questions, please reach out via the <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>CSA Public Slack</u></a>.</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=MGZncGI2amNiaTh0MWthYjRpOHE5OHI4bTdfMjAyNTAxMDFUMTYwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Jan</p><h3 class="u-text-color-white u-mb0 u-pb8">2</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Thu, January 2, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">Model Cards and Data Sheets (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-0">Draft - AI Model Cards and Data Sheets</a><br><a href="https://docs.google.com/document/d/10-QaA9PTslFZACJP1Qh4j6sVWtB8rJ0c0nVXEmv8gqU/edit" class="pastedDriveLink-1">Brainstorming - Model Cards and Data Sheets (AI MRM)</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>Model Cards and Data Sheets</b> white paper, please decline this invite.<br><br>This is a follow up paper to the <a href="https://cloudsecurityalliance.org/artifacts/ai-model-risk-management-framework">AI MRM Framework paper</a> we released previously.<ul><li>Current draft document: <a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-2">Draft - AI Model Cards and Data Sheets</a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!<b><br></b></small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=OWIzNGdjazVuNmhrMTN1Y2prYW42aGNwc3RfMjAyNTAxMDJUMTcwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Jan</p><h3 class="u-text-color-white u-mb0 u-pb8">8</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, January 8, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">AI Autonomous Agents (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-0">AI Autonomous Agents Brainstorming</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>AI Autonomous Agents</b> white paper, please decline this invite.<br><ul><li>Current brainstorming document: <a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-2"><u>AI Autonomous Agents Brainstorming</u></a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u><u>https://csaurl.org/csa-public-slack</u></u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=Mmg0MWRxcHUyM2kwYzZ1aHZ1Z3J0ZDJycjJfMjAyNTAxMDhUMTcwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Jan</p><h3 class="u-text-color-white u-mb0 u-pb8">15</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, January 15, 8:00am <span>-</span> 9:00am PST</small><h5 class="u-text--bold u-mb0">AI Tech & Risk Working Group</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small>Biweekly AI Tech & Risk Working Group Meeting<br><br><a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a><br><br>Helpful links:<br><ul><li>Zoom Meeting Link: <a href="https://csaurl.org/ai-tech-risk-call">https://csaurl.org/ai-tech-risk-call</a></li><li>Tech & Risk Circle Community: <a href="https://csaurl.org/ai-tech-risk-circle" target="_blank"><u>https://csaurl.org/ai-tech-risk-circle</u></a></li><li>CSA Public Slack (#ai-technology-and-risk-working-group): <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a></li><li>Meeting Minutes: <a href="https://csaurl.org/ai-tech-risk-minutes" target="_blank"><u>https://csaurl.org/ai-tech-risk-minutes</u></a></li><li>AI Tech and Risk Google Drive: <a href="https://csaurl.org/ai-tech-risk-drive" target="_blank"><u>https://csaurl.org/ai-tech-risk-drive</u></a></li></ul><br>If you have any questions, please reach out via the <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>CSA Public Slack</u></a>.</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=MGZncGI2amNiaTh0MWthYjRpOHE5OHI4bTdfMjAyNTAxMTVUMTYwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Jan</p><h3 class="u-text-color-white u-mb0 u-pb8">16</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Thu, January 16, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">Model Cards and Data Sheets (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-0">Draft - AI Model Cards and Data Sheets</a><br><a href="https://docs.google.com/document/d/10-QaA9PTslFZACJP1Qh4j6sVWtB8rJ0c0nVXEmv8gqU/edit" class="pastedDriveLink-1">Brainstorming - Model Cards and Data Sheets (AI MRM)</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>Model Cards and Data Sheets</b> white paper, please decline this invite.<br><br>This is a follow up paper to the <a href="https://cloudsecurityalliance.org/artifacts/ai-model-risk-management-framework">AI MRM Framework paper</a> we released previously.<ul><li>Current draft document: <a href="https://docs.google.com/document/d/1LGUwmonw7n4MRXfc8jMx76NYd3eOON2CNh8bZbI_MpE/edit" class="pastedDriveLink-2">Draft - AI Model Cards and Data Sheets</a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u>https://csaurl.org/csa-public-slack</u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!<b><br></b></small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" href="https://www.google.com/calendar/event?eid=OWIzNGdjazVuNmhrMTN1Y2prYW42aGNwc3RfMjAyNTAxMTZUMTcwMDAwWiBjX2ViZDIzMWI1ODM3ZTk3ODUxMzc5ZmExNTkwMTgwMGNkMjIzZjJiZGEyMGY5YWNmYzIzZmRiZDNlNGMyNzhlMzNAZw">View Event</a></div></div></div></div><div class="c-calendar-event"><div class="c-card c-card--shadow c-card--flex-child"><div class="u-centered u-bg-color-gray-400 u-mb8"><p class="u-text-color-gray-75 u-mb0 u-pt8">Jan</p><h3 class="u-text-color-white u-mb0 u-pb8">22</h3></div><div class="c-card__item"><small class="u-text-color-gray-200">Wed, January 22, 9:00am <span>-</span> 10:00am PST</small><h5 class="u-text--bold u-mb0">AI Autonomous Agents (White Paper Working Session)</h5><div class="b-calendar-accordion"><small class="u-text-color-blue-500 b-calendar-accordion__trigger"><span>See details</span> </small><div class="b-calendar-accordion__content"><small><a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-0">AI Autonomous Agents Brainstorming</a><br><br>We are inviting the wider AI Tech & Risk working group to all white paper meetings for better visibility and ease of calendar management. If you are not interested in contributing to the <b>AI Autonomous Agents</b> white paper, please decline this invite.<br><ul><li>Current brainstorming document: <a href="https://docs.google.com/document/d/1QtQgLnINd1cY9vNjlbF-PNt4axWeynOtdxkg_rhUmos/edit" class="pastedDriveLink-2"><u>AI Autonomous Agents Brainstorming</u></a></li><li>CSA Public Slack: <a href="https://csaurl.org/csa-public-slack" target="_blank"><u><u>https://csaurl.org/csa-public-slack</u></u></a><br></li><li>Slack Channel: <b>#ai-technology-risk-working-group</b></li></ul><br>White paper meetings are for coordinating and connecting contributors, while writing is primarily done between calls.<br><br>Please reach out over Slack if you have any questions!</small></div></div><div class="u-centered u-mt24 u-mb20"><a class="c-button c-button--ghost c-button--orange" 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