CompTIA CY0-001 Exam : CompTIA SecAI+ Certification Exam

  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Aug 22, 2026
  • Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability.
                                      Which of the following models should the analyst use?

                                      A) Generative adversarial network (GAN)
                                      B) Large language model (LLM)
                                      C) Neural networks
                                      D) Decision trees


                                      2. Which of the following roles best supports the implementation of AI governance, risk, and compliance (GRC)? (Choose two.)

                                      A) Software developer
                                      B) Data scientist
                                      C) Desktop specialist
                                      D) Security architect
                                      E) Security operations center (SOC) analyst
                                      F) Network engineer


                                      3. A security analyst reviews a recently released chatbot ' s log and discovers that outputs sometimes include personally identifiable information (PII) from other chatbot users.
                                      Which of the following corrective actions should the security analyst take first to resolve this issue?

                                      A) Disable memory from the chat history for all users.
                                      B) Require users to label the sensitivity of their requests.
                                      C) Ask all users to refrain from using PII with the chatbot.
                                      D) Take the chatbot offline and restore it from a backup.


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


                                      5. An organization is concerned with the exposure of sensitive data.
                                      Which of the following is the most relevant security concern?

                                      A) Data normalization
                                      B) Hyperparameter tuning
                                      C) Overfitting
                                      D) Model inversion


                                      Solutions:

                                      Question # 1
                                      Answer: D
                                      Question # 2
                                      Answer: B,D
                                      Question # 3
                                      Answer: A
                                      Question # 4
                                      Answer: B
                                      Question # 5
                                      Answer: D

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