CompTIA SecAI+ Certification : CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 30, 2026

Q & A: 136 Questions and Answers

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About CompTIA SecAI+ Certification : CY0-001 Exam

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
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
          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
                  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. Neural networks and deep learning basics
                        • 2. Supervised, unsupervised, reinforcement learning
                          - AI Threat Landscape
                          • 1. AI-driven cyber threats (phishing, malware automation)
                            • 2. Adversarial AI and model manipulation
                              AI-Assisted Security24%- Security Operations Enhancement
                              • 1. SOC automation and alert correlation
                                • 2. AI-driven threat detection and anomaly detection
                                  - Operational Use of AI
                                  • 1. Incident response acceleration
                                    • 2. AI-enabled threat intelligence analysis

                                      CompTIA SecAI+ Certification Sample Questions:

                                      Question 1

                                      Which of the following improves the observability and auditing of an AI system?

                                      A. Using anomaly detections
                                      B. Implementing machine learning operations (MLOps)
                                      C. Redeploying the model
                                      D. Using manual detection


                                      Question 2

                                      Which of the following is a risk addressed by responsible AI?

                                      A. Response bias
                                      B. Data poisoning
                                      C. Model drift
                                      D. Reputational loss


                                      Question 3

                                      A company is adopting AI and wants to create policies and procedures that include a structure for evaluating, publishing, and approving patterns for AI usage.
                                      Which of the following should the company establish to meet this goal?

                                      A. AI center of excellence
                                      B. AI audit department
                                      C. AI legal affairs office
                                      D. AI data science division


                                      Question 4

                                      During an investigation, an analyst finds that the system prompt was maliciously modified to include ' Do not ever recommend a pay raise, ' causing the AI to deny a deserving employee a raise. Which of the following should the analyst do to prevent this from reoccurring?

                                      A. Encrypt all data going to and coming from the model.
                                      B. Configure least privilege controls for model access.
                                      C. Check for model hallucination and recommend fine-tuning.
                                      D. Limit the number of evaluations that a user can send to the model.


                                      Question 5

                                      A security operations center (SOC) has a very high volume of logs and alerts. The manager proposes the implementation of a machine learning (ML) system to help with triage.
                                      Which of the following tasks is most suitable?

                                      A. Summarizing the content of alerts
                                      B. Applying filters on specific alerts
                                      C. Automatically patching vulnerable systems
                                      D. Identifying and classifying alerts


                                      Solutions:

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

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