ISACA Advanced in AI Security Management (AAISM) Practice Test

AAISM is exclusively designed for experienced IT security professionals who already hold an active CISM (Certified Information Security Manager) or CISSP (Certified Information Systems Security Professional) credential — these are hard prerequisites, not recommendations. Candidates should also have hands-on experience assessing, implementing, and maintaining AI systems within an enterprise context.

The certification is well-suited for security managers, CISOs, security architects, and risk advisors who are responsible for governing or advising on AI adoption within their organizations. It targets professionals seeking to formalize and validate their AI security expertise as organizations increasingly integrate AI into critical operations, and who need to bridge the gap between traditional security management practices and emerging AI-specific threat landscapes.

Candidates must hold an active CISM or CISSP certification at the time of exam registration — this is a mandatory requirement with no exceptions. There is no formal application process prior to registering for the exam, but ISACA expects candidates to have demonstrated experience in security or advisory roles and some practical expertise with AI systems, including assessing AI risks and implementing or maintaining AI-driven solutions.

While no specific number of years of experience is mandated beyond what CISM or CISSP already require, the exam content assumes familiarity with enterprise security governance, risk management frameworks, and at least a working knowledge of AI technologies, data pipelines, and machine learning model lifecycles. Professionals newer to AI who hold CISM or CISSP should supplement their candidacy with hands-on AI exposure before attempting the exam.

The AAISM exam consists of 90 multiple-choice questions and must be completed within 150 minutes (2.5 hours). It is delivered as a computer-based exam, available either at authorized PSI testing centers worldwide or via live remote proctoring. Note that residents of India, Mainland China, and Hong Kong are restricted to in-person testing at PSI centers and cannot use remote proctoring.

The passing score is 450 on a scale of 800. Exam registration is continuous with no application windows — candidates can register at any time and have a 12-month eligibility window from the date of registration to schedule and sit the exam. Exams can be scheduled up to 90 days in advance and as early as 48 hours after payment is confirmed. The member exam fee is US$459 and the non-member fee is US$599, plus a US$50 application processing fee required after passing to obtain the certification.

• 1.Domain 1 — AI Governance and Program Management (31%): Covers the ability to advise stakeholders on implementing AI security solutions through policy design, data governance frameworks, AI security program management, and incident response planning. Includes establishing AI security policies and providing oversight of AI system inputs and outputs for quality and safety compliance.
• 2.Domain 2 — AI Risk Management (31%): Validates skills in assessing and managing risks, threats, and vulnerabilities associated with enterprise-wide AI adoption, including supply chain security issues and risks within the AI solution development life cycle. Candidates must demonstrate proficiency in advising on security risk, conducting AI-specific risk assessments, and managing vendor and third-party AI risk.
• 3.Domain 3 — AI Technologies and Controls (38%): Tests knowledge of security technologies, techniques, and controls tailored specifically to AI systems. Subtopics include AI security architecture and design, data management controls, privacy controls, ethical and trust and safety controls, and security monitoring for AI models. This domain carries the highest weight and reflects the technical depth required to operationalize AI security.

• Download and thoroughly review the official AAISM Exam Content Outline from ISACA's website before beginning any study — it maps all three domains, their percentage weights, and the 22 core competencies tested, giving you a precise study blueprint.
• Use the ISACA AAISM Questions, Answers & Explanations (QAE) Database (12-month subscription) as your primary practice tool. With 200+ questions, it allows you to build custom quizzes by domain and track progress over time, directly mirroring the exam's structure.
• Take the free 12-question AAISM Practice Quiz on ISACA's website early in your preparation to calibrate your baseline knowledge across the three domains before committing to a full study schedule.
• Leverage the official AAISM Online Review Course and Review Manual (available in digital and print) — these are authored to align directly with the exam content outline and are the most reliable sources for understanding how ISACA frames AI governance and risk concepts.
• Map your existing CISM or CISSP knowledge to the AAISM domains deliberately: Domain 1 and Domain 2 extend familiar governance and risk frameworks into AI-specific contexts, so focus your energy on the new AI threat landscape, supply chain risks, and model lifecycle considerations rather than re-studying foundational security management theory.
• Join ISACA member study groups (available through the Engage platform) to discuss Domain 3's technical controls content — AI security architecture and data management controls are areas where peer discussion of real-world AI implementations can reinforce conceptual exam knowledge.
• Pay extra attention to Domain 3 (AI Technologies and Controls at 38%) since it is the heaviest-weighted domain. Focus on security architecture design for AI systems, model lifecycle management, and privacy and ethical controls, which represent the most AI-specific and potentially least familiar content for CISM/CISSP holders.

AAISM positions certified professionals as specialized experts at the intersection of enterprise security management and artificial intelligence — a niche that is rapidly growing in organizational demand as AI adoption accelerates across industries. The credential supplements the widely respected CISM and CISSP certifications with validated AI-specific expertise, making holders distinctly qualified for roles such as AI Security Manager, Chief AI Security Officer, Security Architect (AI/ML), and AI Risk Advisor. It also strengthens the candidacy of existing CISOs and security directors who need to demonstrate governance competence over AI-driven business transformation.

ISACA has positioned AAISM as the definitive credential for security managers navigating AI governance — a role that did not exist at scale five years ago but is now embedded in enterprise risk and compliance programs globally. As regulators in the EU (AI Act) and other jurisdictions codify AI security and governance requirements, certified professionals are increasingly sought to operationalize compliance. While specific salary benchmarks for AAISM holders are not yet widely published given the credential's 2025 launch, it builds directly on CISM and CISSP — both of which consistently rank among the highest-paying IT certifications globally — and adds a premium AI specialization layer that is expected to command meaningful salary differentiation in the market.