Exam Name: Certified Security Professional in Artificial Intelligence
Certification Provider: SISA
Corresponding Certification: Cyber Security for AI
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Instant Download SISA : CSPAI Questions & Answers as PDF & Test Engine
Updated: Sep 20, 2026
No. of Questions: 52 Questions & Answers with Testing Engine
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- Total Questions: 52
- Updated on: Sep 20, 2026
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- Total Questions: 52
- Updated on: Sep 20, 2026
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CSPAI PDF Practice Q&A's
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- Total Questions: 52
- Updated on: Sep 20, 2026
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SISA CSPAI Exam Overview:
| Certification Vendor: | SISA |
|---|---|
| Exam Name: | Certified Security Professional in Artificial Intelligence (CSPAI) Exam |
| Exam Number: | CSPAI |
| Certificate Validity Period: | 3 years |
| Exam Price: | $49 - $164.99 |
| Available Languages: | English |
| Exam Duration: | 60 minutes |
| Passing Score: | 56% / 700/1000 |
| Exam Format: | Scenario-based, Multiple Choice, Simulation |
| Real Exam Qty: | 50 |
| Recommended Training: | Official CSPAI Workshop |
| Exam Registration: | Official Registration |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored or onsite at authorized exam centers |
| Pre Condition: | Option 1: Minimum 2 years verified experience in information security or AI/ML role; Option 2: Complete 16-hour official CSPAI workshop; Option 3: Equivalent 16+ hours formal training covering exam topics |
| Official Syllabus URL: | https://sisa.ai/sisa-institute/get-certified/certification/cspai |
SISA CSPAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: AIMS and Privacy Standards | 15% | - ISO 42001 AI management systems - ISO 27563 privacy and data governance |
| Topic 2: Evolution of Gen AI and Its Impact | 15% | - Cybersecurity implications of Gen AI - Evolution of generative AI |
| Topic 3: Models for Assessing Gen AI Risk | 15% | - Risk assessment frameworks for Gen AI - Risk identification, quantification and mitigation |
| Topic 4: Securing AI Models and Data | 24% | - Model protection and encryption - AI lifecycle security - Adversarial attacks and data poisoning |
| Topic 5: Using Gen AI for Improving the Security Posture | 20% | - Strengthening organizational security with Gen AI - Gen AI tools in security operations |
| Topic 6: Improving SDLC Efficiency Using Gen AI | 11% | - Gen AI in software development lifecycle - Secure code generation and vulnerability detection |
CSPAI Exam FAQ: Products, Policy, and Prep
Three versions of the same study materials, each with its own character: a printable, expert-prepared PDF with free demo download and instant access; a Desktop Test Engine for Windows with customizable simulation and timed modes that works offline; and an Online Test Engine for any browser on Windows, Mac, Android, and iOS with test history and performance review. All 52 practice questions are identical across versions. Every purchase includes 365 days of free updates, a 50% renewal discount afterward, and unlimited computer installations.
Option 1: Minimum 2 years verified experience in information security or AI/ML role; Option 2: Complete 16-hour official CSPAI workshop; Option 3: Equivalent 16+ hours formal training covering exam topics Since requirements change over time, confirm the latest on the official SISA exam page before scheduling.
The official SISA Certified Security Professional in Artificial Intelligence outline defines 6 domains. The leading three are Securing AI Models and Data (24%), AIMS and Privacy Standards (15%), and Models for Assessing Gen AI Risk (15%). The full list is in the topics section above, and Prep4away's 52 practice questions cover each one.
SISA recommends these training resources for the SISA Certified Security Professional in Artificial Intelligence exam:
Follow the training with steady self-testing — the 52 practice questions from Prep4away help you apply theory and fill any gaps the training leaves.
The CSPAI exam is a SISA certification exam validating the SISA Certified Security Professional in Artificial Intelligence syllabus shown above. Candidates in 2026 prepare for it with Prep4away's 52 practice questions, available as a printable PDF, a Windows Desktop Test Engine, and an Online Test Engine — three versions of the same materials.
The SISA Certified Security Professional in Artificial Intelligence exam requires 56% / 700/1000 to pass, and registration costs $49 - $164.99. A failed attempt means paying the same fee again — a readiness check with the Prep4away engines before booking is the cheaper option.
Prep4away issues a full refund if you take the SISA Certified Security Professional in Artificial Intelligence exam within 60 days of purchase and do not pass. The policy does not apply if the exam is taken within 3 days of purchase, if the exam was never actually taken, or to free materials or expired orders, and the candidate name must match the payer name. Submit a scan of your enrollment slip and the official Score Report PDF within 2 days of the exam; claims are processed within 7 days. Alternatively, exchange for two free exam products of equal value and keep your original update service. Orders arrive by email within 1 minute — contact support if nothing arrives within 2 hours.
Online proctored or onsite at authorized exam centers Register for the SISA Certified Security Professional in Artificial Intelligence exam through these official channels:
After booking, Prep4away delivers your practice questions within 1 minute — preparation starts the same day.
The SISA Certified Security Professional in Artificial Intelligence exam contains 50 to complete within 60 minutes. Timed simulation in the Prep4away Desktop Test Engine teaches that rhythm before exam day does.
SISA Certified Security Professional in Artificial Intelligence Sample Questions:
How does GenAI contribute to incident response in cybersecurity?
- A. By manually reviewing each incident without AI assistance.
- B. By delaying responses to gather more data for analysis.
- C. By focusing only on post-incident reporting.
- D. By automating playbook generation and response orchestration.
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
Fine-tuning an LLM on a single task involves adjusting model parameters to specialize in a particular domain.
What is the primary challenge associated with fine tuning for a single task compared to multi task fine tuning?
- A. Single-task fine-tuning introduces more complexity in managing different versions of the model compared to multi-task fine-tuning.
- B. Single-task fine-tuning tends to degrade the model's performance on the original tasks it was trained on.
- C. Single-task fine-tuning is less effective in generalizing to new, unseen tasks compared to multi-task fine- tuning.
- D. Single-task fine-tuning requires significantly more data to achieve comparable performance to multi- task fine tuning.
Correct Answer: C 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
Which of the following is a primary goal of enforcing Responsible AI standards and regulations in the development and deployment of LLMs?
- A. Developing AI systems with the highest accuracy regardless of data privacy concerns
- B. Ensuring that AI systems operate safely, ethically, and without causing harm.
- C. Focusing solely on improving the speed and scalability of AI systems
- D. Maximizing model performance while minimizing computational costs.
Correct Answer: B 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
What does the OCTAVE model emphasize in GenAI risk assessment?
- A. Solely technical vulnerabilities in AI models.
- B. Short-term tactical responses over strategic planning.
- C. Operational Critical Threat, Asset, and Vulnerability Evaluation focused on organizational risks.
- D. Exclusion of stakeholder input in assessments.
Correct Answer: C 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
In what way can GenAI assist in phishing detection and prevention?
- A. By sending automated phishing emails to test employee awareness.
- B. By blocking all incoming emails to prevent any potential threats.
- C. By relying solely on signature-based detection methods.
- D. By generating realistic phishing simulations and analyzing user responses.
Correct Answer: D 🗳️
Explanation: Only visible for Prep4away members. You can sign-up / login (it's free).
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