{"product_id":"isaca-advanced-in-ai-risk-aair-certification","title":"ISACA Advanced in AI Risk (AAIR) Certification","description":"\u003cdiv\u003e\u003cp\u003eThe ISACA\u003csup\u003e®\u003c\/sup\u003e Advanced in AI Security Management\u003csup\u003e™\u003c\/sup\u003e (AAIR\u003csup\u003e™\u003c\/sup\u003e) certification validates risk professionals’ expertise and experience in managing AI-specific risks while harnessing AI’s transformative potential for strategic advantage. This credential builds upon established risk management best practices, focusing on the evolving AI landscape to effectively assess and manage risk profiles within organizations. By fostering cross-functional collaboration, it equips professionals to communicate AI risk comprehensively and ensure ethical and regulatory compliance.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eISACA Advanced in AI Risk (AAIR) Certification Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cb\u003eCourse Benefits\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eReduce operational and reputational risk with improved model controls, monitoring and third-party oversight\u003c\/li\u003e\n\u003cli\u003eStrengthen regulatory readiness and demonstrate responsible AI practices across the enterprise\u003c\/li\u003e\n\u003cli\u003eUpskill existing risk teams quickly without needing to hire scarce specialized talent\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eCandidates must possess one of the following certifications:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCISA \u003cem\u003esee Certified Information Systems Auditor (CISA) Training\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003eCISM \u003cem\u003eseeCISM Certified Information Security Manager\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003eCRISC \u003cem\u003eseeCertified Risk and Information Systems Control (CRISC) Training\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003eCGEIT \u003cem\u003eseeCGEIT Certification Training\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003eCDPSE \u003cem\u003esee{course:2041}\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003eCGRC \u003cem\u003eseeCGRC® Training and Certification\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003eCISSP \u003cem\u003eseeCISSP® Training and Certification Prep Course\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003ePMI-RMP \u003cem\u003esee {course:3602}\u003c\/em\u003e\n\u003c\/li\u003e\n\u003cli\u003eCRMP, CRCM, CRMA, or CERP\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eWho Should Attend:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eMid-to-late career risk professionals who hold the prerequisite certifications.\u003c\/p\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eISACA AI Risk Certification Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1: AI Risk Governance and Framework Integration\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eAI Models, Frameworks, Strategies, and Use Cases\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eTypes of AI\u003c\/li\u003e\n\u003cli\u003eAI Frameworks\u003c\/li\u003e\n\u003cli\u003eBusiness Use Case and AI Use Case Review\u003c\/li\u003e\n\u003cli\u003eAI Business Strategies\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Organizational Processes and Alignment\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAI Governance Fundamentals\u003c\/li\u003e\n\u003cli\u003eAlignment to Existing Organizational Structures\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003cb\u003eAI Ownership, Oversight, and Accountability\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAI-related Roles and Responsibilities\u003c\/li\u003e\n\u003cli\u003eAccountability and AI\u003c\/li\u003e\n\u003cli\u003eRACI for AI Solutions\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Policies, Procedures, and Organizational Training\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAI Acceptable Use Policy\u003c\/li\u003e\n\u003cli\u003eAI Policy Development\u003c\/li\u003e\n\u003cli\u003eAI Procedures and Manuals\u003c\/li\u003e\n\u003cli\u003eOrganizational Culture and AI Risk Governance\u003c\/li\u003e\n\u003cli\u003eElements of Effective AI Training and Awareness\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Regulatory Compliance and Legal Considerations\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eCompliance With Laws and Regulations\u003c\/li\u003e\n\u003cli\u003eGaps in Regulatory Coverage\u003c\/li\u003e\n\u003cli\u003eMapping Legal Requirements for AI\u003c\/li\u003e\n\u003cli\u003eAssessing Legal Exposure and Liability for AI Actions\u003c\/li\u003e\n\u003cli\u003eIntellectual Property Considerations in AI\u003c\/li\u003e\n\u003cli\u003eVendor Contract Review\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Trustworthiness, Ethical and Societal Implications\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eResponsible Use of AI Systems 68\u003c\/li\u003e\n\u003cli\u003eBias and Fairness\u003c\/li\u003e\n\u003cli\u003eTransparency and Explainability\u003c\/li\u003e\n\u003cli\u003eTrust and Safety\u003c\/li\u003e\n\u003cli\u003eHuman Rights and Societal Impact\u003c\/li\u003e\n\u003cli\u003eEnvironmental Impact\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 2: AI Life Cycle Risk Management\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eAI Design, Development, Procurement, and \u003c\/b\u003e\u003cb\u003eDocumentation\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePlan and Design\u003c\/li\u003e\n\u003cli\u003eData Requirements for AI Models\u003c\/li\u003e\n\u003cli\u003eProcurement of AI Solutions\u003c\/li\u003e\n\u003cli\u003eBuild, Adapt, and Document Models\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Model Training, Testing and Validation\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eSourcing Datasets\u003c\/li\u003e\n\u003cli\u003eValidating the Data\u003c\/li\u003e\n\u003cli\u003eModel Training\u003c\/li\u003e\n\u003cli\u003eModel Testing and Validation\u003c\/li\u003e\n\u003cli\u003eModel Performance and Fine Tuning\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Implementation, Maintenance, and \u003c\/b\u003e\u003cb\u003eDecommissioning\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAI Deployment and Implementation\u003c\/li\u003e\n\u003cli\u003eRobustness and Scalability Considerations\u003c\/li\u003e\n\u003cli\u003eMonitoring and Managing Model Drift\u003c\/li\u003e\n\u003cli\u003eChange Management in AI Systems\u003c\/li\u003e\n\u003cli\u003eDecommissioning AI Solutions\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Data and Asset Management\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAI Asset Inventory\u003c\/li\u003e\n\u003cli\u003eData Collection for AI\u003c\/li\u003e\n\u003cli\u003eData Classification\u003c\/li\u003e\n\u003cli\u003eData Confidentiality\u003c\/li\u003e\n\u003cli\u003eData Quality\u003c\/li\u003e\n\u003cli\u003eData Balancing\u003c\/li\u003e\n\u003cli\u003eData Scarcity\u003c\/li\u003e\n\u003cli\u003eData Security\u003c\/li\u003e\n\u003cli\u003eData Preparation and Normalization\u003c\/li\u003e\n\u003cli\u003eData Minimization and Privacy Considerations\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003e \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 3: AI Risk Program Management\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eAI Risk Scenario Identification and Assessment\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAI Threat Landscape\u003c\/li\u003e\n\u003cli\u003eAI Threat Modeling\u003c\/li\u003e\n\u003cli\u003eDevelopment of AI Risk Scenarios\u003c\/li\u003e\n\u003cli\u003eAI Risk Classification\u003c\/li\u003e\n\u003cli\u003eAI Risk Assessment\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Risk Treatment Strategies\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAccept\u003c\/li\u003e\n\u003cli\u003eAvoid\u003c\/li\u003e\n\u003cli\u003eMitigation\u003c\/li\u003e\n\u003cli\u003eTransfer\/Share\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Controls Management\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAI Control Types and Control Frameworks\u003c\/li\u003e\n\u003cli\u003eAI Control Selection and Validation\u003c\/li\u003e\n\u003cli\u003eControl Performance\u003c\/li\u003e\n\u003cli\u003eControls Specific to AI Solutions\u003c\/li\u003e\n\u003cli\u003eUse of AI in Control Management\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Risk Metrics, Monitoring, and Reporting\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eRisk and Performance Metrics\u003c\/li\u003e\n\u003cli\u003eAI Risk Reportings\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eAI Supply Chain Risk 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