CompTIA CY0-001 Actual PDF : CompTIA SecAI+ Certification Exam

CompTIA CY0-001 Actual PDF
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 13, 2026
  • Q & A: 136 Questions and Answers
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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Securing AI Systems40%- AI System Protection
  • 1. Secure AI pipelines and deployment environments
    • 2. Data protection and model security
      - Adversarial Defense
      • 1. Model extraction and inference attack defense
        • 2. Data poisoning mitigation
          Topic 2: AI-Assisted Security24%- Operational Use of AI
          • 1. AI-enabled threat intelligence analysis
            • 2. Incident response acceleration
              - Security Operations Enhancement
              • 1. AI-driven threat detection and anomaly detection
                • 2. SOC automation and alert correlation
                  Topic 3: AI Governance, Risk, and Compliance19%- AI Governance Frameworks
                  • 1. NIST AI RMF concepts
                    • 2. ISO/IEC AI governance alignment
                      - Risk and Compliance
                      • 1. Ethical AI and responsible usage policies
                        • 2. Regulatory compliance for AI systems
                          Topic 4: Basic AI Concepts Related to Cybersecurity17%- Generative AI Concepts
                          • 1. LLMs and generative AI basics
                            • 2. Prompting and AI interaction fundamentals
                              - AI Threat Landscape
                              • 1. AI-driven cyber threats (phishing, malware automation)
                                • 2. Adversarial AI and model manipulation
                                  - AI and Machine Learning Fundamentals
                                  • 1. Neural networks and deep learning basics
                                    • 2. Supervised, unsupervised, reinforcement learning

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. Which of the following is used to train an AI model with unstructured data?

                                      A) Reinforcement training
                                      B) Statistical learning
                                      C) Fine-tuning
                                      D) Supervised learning


                                      2. Which of the following strengthens the performance of a large language model (LLM) for malicious reconnaissance?

                                      A) Instructing an AI assistant to query as an administrator
                                      B) Prompting a chatbot to describe server naming patterns and Internet Protocol (IP) ranges
                                      C) Creating a web scraper script using AI to capture the company website
                                      D) Enhancing a foundational model with the inclusion of retrieval-augmented generation (RAG)


                                      3. A security analyst needs to conduct a security assessment of the output from an AI-enabled development tool.
                                      Which of the following should the analyst do first?

                                      A) Enable sensitive data discovery on code repositories.
                                      B) Perform a source code review.
                                      C) Remove hard-coded secrets from the source code.
                                      D) Enforce strict access controls for code repositories.


                                      4. A cybersecurity administrator must examine the cost of AI and implement controls so the research environment operates within a specified budget.
                                      Which of the following controls is best for this situation?

                                      A) Application programming interface (API) access
                                      B) Model guardrails
                                      C) Prompt firewalls
                                      D) Token limits


                                      5. A security administrator wants to prevent prompt injection attacks and ensure responses have sanitized output.
                                      Which of the following provides a primary compensating control for these requirements?

                                      A) Least privilege
                                      B) Rate limiting
                                      C) Encryption
                                      D) A large language model (LLM) firewall


                                      Solutions:

                                      Question # 1
                                      Answer: C
                                      Question # 2
                                      Answer: D
                                      Question # 3
                                      Answer: B
                                      Question # 4
                                      Answer: D
                                      Question # 5
                                      Answer: D

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