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CSPAI Dumps - Certified Security Professional in Artificial Intelligence Practice Exam Questions

SISA CSPAI - Cyber Security for AI Practice Exam

  • Certification Provider:SISA
  • Exam Code:CSPAI
  • Exam Name:Certified Security Professional in Artificial Intelligence Exam
  • Total Questions:50 Questions and Answers
  • Updated on:Aug 29, 2025
  • Product Format: PDF & Test Engine Software Version
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SISA CSPAI This Week Result

CSPAI Question and Answers

Question # 1

What does the OCTAVE model emphasize in GenAI risk assessment?

Options:

A.  

Operational Critical Threat, Asset, and Vulnerability Evaluation focused on organizational risks.

B.  

Solely technical vulnerabilities in AI models.

C.  

Short-term tactical responses over strategic planning.

D.  

Exclusion of stakeholder input in assessments.

Discussion 0
Question # 2

When deploying LLMs in production, what is a common strategy for parameter-efficient fine-tuning?

Options:

A.  

Using external reinforcement learning to adjust the model's parameters dynamically.

B.  

Freezing the majority of model parameters and only updating a small subset relevant to the task

C.  

Training the model from scratch on the target task to achieve optimal performance.

D.  

Implementing multiple independent models for each specific task instead of fine tuning a single model

Discussion 0
Question # 3

What role does GenAI play in automating vulnerability scanning and remediation processes?

Options:

A.  

By ignoring low-priority vulnerabilities to focus on high-impact ones.

B.  

By generating code patches and suggesting fixes based on vulnerability descriptions.

C.  

By increasing the frequency of manual scans to ensure thoroughness.

D.  

By compiling lists of vulnerabilities without any analysis.

Discussion 0

PDF vs Software Version

Why choose Exams4sure CSPAI Practice Test?

With the complete collection of CSPAI practice test, Exams4sure has assembled to take you through Cyber Security for AI test questions for your SISA exam preparation. In this CSPAI exam dumps study guide we have compiled real Certified Security Professional in Artificial Intelligence exam questions with their answers so that you can prepare and pass Cyber Security for AI exam in your first attempt.

Why Prepare from Cyber Security for AI CSPAI Exam Dumps?

Familiarity with Exam Format:
One of the main reasons candidates might look towards CSPAI dumps is to familiarize themselves with the SISA exam format. Cyber Security for AI practice exam can give a glimpse into the types of questions asked and how they are structured.

Identifying Key Topics:
Certified Security Professional in Artificial Intelligence exam questions can highlight recurring themes and topics that are frequently tested, helping SISA candidates to focus their studies on areas of high importance.

Time Constraints:
Candidates under tight schedules may feel pressured to use Certified Security Professional in Artificial Intelligence exam dumps as a way to quickly cover a lot of material. This is often seen in situations where Cyber Security for AI certification is needed for job retention or promotion.

Confidence Boosting:
Seeing and answering CSPAI exam-like questions can boost a candidate's confidence, making them feel more prepared for the actual SISA exam.

CSPAI FAQs

The Certified Security Professional in Artificial Intelligence (CSPAI) is a specialized credential for cybersecurity professionals who want to secure AI/ML systems. It validates expertise in identifying AI-specific threats, securing AI models, and applying ethical and technical safeguards in AI-driven environments.

This certification is ideal for:

  • Cybersecurity analysts and engineers
  • AI/ML developers and data scientists
  • Risk and compliance officers in AI projects
  • IT auditors working with AI systems
  • Anyone involved in securing artificial intelligence applications

While relatively new, CSPAI is gaining recognition among organizations investing in secure AI development. It’s especially valuable for professionals in sectors like finance, healthcare, and government where AI security is critical.

The exam focuses on:

  • AI/ML threat landscape (e.g., data poisoning, model evasion)
  • Securing the AI development lifecycle
  • Model interpretability and trust
  • Adversarial machine learning
  • Data privacy (GDPR, CCPA in AI context)
  • Secure deployment of AI models
  • Ethical AI and bias mitigation
  • AI security frameworks and compliance

The exam duration is typically 90 to 120 minutes, depending on the certifying body’s format.

Most versions of the exam include 60 to 80 multiple-choice and scenario-based questions.

CSPAI opens doors to roles such as:

  • AI Security Analyst
  • Machine Learning Security Engineer
  • AI Risk Consultant
  • Chief AI Officer (with experience)
  • Red Team Specialist (AI-focused)
  • Compliance Officer for AI Systems

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