- CSPAI is 50 questions in 60 minutes, and you need 70% to pass - no partial credit buffer.
- Domain 2 (GenAI & LLM Training) is 29% of the blueprint - the single heaviest domain by far.
- Certification-only registration is $250; training plus certification bundles to $1,000.
- Eligibility requires two years of verifiable experience, the 16-hour workshop, or equivalent blueprint-aligned training.
Exam Snapshot: The Numbers You Must Memorize
Before you touch a single practice question, lock in the mechanical facts of the exam. SISA administers the Certified Security Professional in Artificial Intelligence credential, and it's ANAB-accredited, co-developed with CERT-In, and maintained under ANSI/ISO/IEC 17024. Prometric delivers the actual test - either at an authorized test center or through remote proctoring - so you have flexibility in how you sit for it.
- Format: 50 questions, 60 minutes total.
- Passing score: 70%.
- Delivery: Prometric, in-person or remote proctored.
- Validity: 3 years, maintained via CPE credits.
If you want the full breakdown of what that passing threshold actually means in terms of questions you can miss, the CSPAI Passing Score 2026 guide walks through the math. And if you're still deciding whether this exam is a reasonable challenge for your background, How Hard Is the CSPAI Exam? covers the difficulty profile in more depth.
All 7 Domains at a Glance
The CSPAI blueprint is split across seven domains, and they are not weighted evenly. Memorize this table - it should directly shape how many hours you allocate to each topic area.
| Domain | Weight | Priority |
|---|---|---|
| Concept behind Developing GenAI & Training of LLM Models | 29% | Highest |
| Advanced AI Model Architectures, Agentic AI Protocols & Security | 18% | Very High |
| LLM Vulnerabilities and Exploits | 12% | High |
| Edge AI, Distributed Security & Future of GenAI | 12% | High |
| Evolution and Concepts of AI | 10% | Moderate |
| LLM Usage within Applications | 10% | Moderate |
| AI Risk Management & ISO Standards for Cybersecurity for AI | 9% | Moderate |
Notice that the top two domains - Domain 2 and Domain 6 - combine for 47% of the entire exam. That's nearly half your score sitting in just two content areas. For a full domain-by-domain walkthrough with subtopics, see the CSPAI Exam Domains 2026 guide.
Key Takeaway
Allocate study time roughly proportional to blueprint weight. Spending equal hours on all seven domains is a common mistake - Domain 2 alone deserves nearly triple the time you give Domain 5.
Registration, Fees & Eligibility Mechanics
SISA offers two registration paths, and picking the right one depends on whether you already meet the experience bar.
- Certification-only: $250, application fee included. Best if you already have two years of verifiable full-time information-security or AI/ML experience.
- Training plus certification: $1,000, application fee included. Includes the 16-hour CSPAI workshop, useful if you lack the experience prerequisite or want structured instruction.
Eligibility itself has three routes: two years of verifiable full-time information-security or AI/ML experience, completion of the 16-hour CSPAI workshop, or equivalent 16-hour blueprint-aligned training from another provider. You only need to satisfy one of these, not all three.
For a granular cost comparison - including what the training path actually adds versus certification-only - check the CSPAI Certification Cost 2026 breakdown. And if you're unsure which eligibility route fits your background, the CSPAI Requirements 2026 guide spells out each path in detail.
Domain 2 Deep Dive: GenAI & LLM Training
Since Domain 2 carries 29% of the blueprint - nearly a third of your score - it deserves its own section rather than a bullet point. Expect questions that test conceptual understanding of how generative AI systems are built and how large language models are trained, not just surface-level terminology.
Concept behind Developing GenAI & Training of LLM Models
Candidates must understand the mechanics behind model development pipelines and how training decisions create downstream security implications.
- Foundational concepts of generative AI model construction
- LLM training methodology and data pipeline considerations
- How training choices introduce vulnerabilities exploited later in the model lifecycle
This is also the domain where candidates most often underestimate depth. It's tempting to treat "GenAI concepts" as a memorization exercise, but the exam rewards understanding the reasoning behind design choices - why a training approach creates a specific security exposure, not just naming the exposure.
Domain 6 Deep Dive: Advanced Architectures & Agentic AI
At 18%, Domain 6 is the second-heaviest area and arguably the most forward-looking on the exam. It covers advanced AI model architectures alongside agentic AI protocols and the security considerations unique to autonomous, multi-step AI agents.
Advanced AI Model Architectures, Agentic AI Protocols & Security
This domain blends architectural literacy with a security lens applied specifically to agentic systems that act autonomously.
- Architectural patterns beyond basic transformer models
- Agentic AI protocol design and inter-agent communication risks
- Security controls specific to autonomous decision-making systems
Combined, Domains 2 and 6 represent nearly half the exam. If your study time is limited, these two domains - plus Domain 4 (LLM Vulnerabilities and Exploits) and Domain 7 (Edge AI, Distributed Security & Future of GenAI) - should absorb the majority of your remaining hours. Both of the last two sit at 12% each, which is still substantial. For a structured week-by-week plan built around these weights, the CSPAI Study Guide 2026 is the more detailed companion resource to this cheat sheet.
Final-Week Review Schedule
In the final stretch before your exam date, structure review sessions by domain weight rather than by chapter order. Here's a compressed template that mirrors the blueprint's actual proportions.
Domain 2 Concentration
- Review GenAI development concepts and LLM training mechanics end to end
- Drill practice questions weighted toward this domain first
Domain 6 & Domain 4
- Cover advanced architectures, agentic AI protocols, and LLM vulnerabilities/exploits together
- Note overlap between agentic security controls and exploit patterns
Remaining Domains
- Cycle through Evolution and Concepts of AI, LLM Usage within Applications, AI Risk Management & ISO Standards, and Edge AI/Distributed Security
- Focus on unfamiliar terminology gaps only
Full Timed Simulation
- Run a full 50-question, 60-minute simulation at ../ to confirm pacing under real time pressure
This isn't a generic Pomodoro or spaced-repetition template dressed up in exam clothing - it's sequenced specifically around which CSPAI domains carry the most weight, so your limited review time hits the highest-yield material first.
Who Hires CSPAI Holders
The certification sits at the intersection of information security and applied AI/ML, which shapes the kinds of roles it supports. Organizations building or securing generative AI systems, deploying LLM-based applications, or managing AI risk under emerging ISO cybersecurity standards are the natural audience. Given the co-development with CERT-In, expect relevance in sectors with formal AI governance and compliance obligations.
If you're evaluating whether the credential translates into concrete job opportunities or compensation, the CSPAI Salary Guide 2026 and CSPAI Jobs resources go deeper on that market picture. For a broader ROI framing - weighing the $250 or $1,000 investment against career upside - see Is the CSPAI Certification Worth It?
Recertification & Renewal Facts
The CSPAI credential is valid for three years from the date of certification. Renewal is handled through CPE (Continuing Professional Education) credits rather than a mandatory full retest, which means your ongoing responsibility is documenting qualifying professional development activity within that three-year window rather than re-sitting the 50-question exam from scratch.
Since exam windows and scheduling logistics can shift year to year, confirm current testing availability through the CSPAI Exam Dates 2026 guide before you lock in a target date for either your initial exam or any future recertification-related testing.
Frequently Asked Questions
The exam contains 50 questions to be completed in 60 minutes, delivered through Prometric at authorized test centers or via remote proctoring.
You need 70% to pass. With 50 total questions, that means a precise number of correct answers is required - see the CSPAI Passing Score guide for the exact breakdown.
Domain 2, Concept behind Developing GenAI & Training of LLM Models, carries 29% of the blueprint - the largest single share - followed by Domain 6, Advanced AI Model Architectures, Agentic AI Protocols & Security, at 18%.
SISA lists certification-only registration at $250 and a training-plus-certification bundle at $1,000, with the application fee included in both tiers.
You qualify through one of three routes: two years of verifiable full-time information-security or AI/ML experience, the 16-hour CSPAI workshop, or equivalent 16-hour blueprint-aligned training.
Keep this page bookmarked as your quick-reference anchor, but pair it with deeper review of the actual domain content and full-length timed simulations at the CSPAI practice test platform before exam day. If you haven't already reviewed the credential's fundamentals, start with What Is CSPAI Certification? and CSPAI Certification for context, then return here to re-check the numbers as your test date approaches.