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CompTIA CY0-001

CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Nov 05, 2026

Q&A Number: 163 Q&As

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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. ISO/IEC AI governance alignment
        • 2. NIST AI RMF concepts
          Basic AI Concepts Related to Cybersecurity17%- 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
                  - Generative AI Concepts
                  • 1. Prompting and AI interaction fundamentals
                    • 2. LLMs and generative AI basics
                      AI-Assisted Security24%- Security Operations Enhancement
                      • 1. AI-driven threat detection and anomaly detection
                        • 2. SOC automation and alert correlation
                          - Operational Use of AI
                          • 1. AI-enabled threat intelligence analysis
                            • 2. Incident response acceleration
                              Securing AI Systems40%- Adversarial Defense
                              • 1. Model extraction and inference attack defense
                                • 2. Data poisoning mitigation
                                  - AI System Protection
                                  • 1. Secure AI pipelines and deployment environments
                                    • 2. Data protection and model security

                                      CompTIA SecAI+ Certification Sample Questions:

                                      Question #1
                                      Which of the following describes the process of adjusting the distribution of underrepresented classes in an AI model data set to improve model performance?

                                      A. Data cleansing
                                      B. Data augmentation
                                      C. Data balancing
                                      D. Data lineage


                                      Question #2
                                      A security architect performs threat modeling of an AI system. The architect needs to determine which attacks can be performed against the system.
                                      Which of the following actions should the architect take next?

                                      A. Leverage a large language model (LLM) to map likely attack paths based on the code base.
                                      B. Identify trust boundaries and perform threat modeling with Open Worldwide Application Security Project (OWASP) Top 10.
                                      C. Quantify the risk of known vulnerabilities identified in the AI system.
                                      D. Analyze MITRE Adversarial Threat Landscape for AI Systems (ATLAS) for tactics, techniques, and procedures (TTPs).


                                      Question #3
                                      Which of the following requires developers to harden infrastructure to protect AI systems?

                                      A. Configuration standards
                                      B. Intake processes
                                      C. Acceptable use policies
                                      D. Development guidelines


                                      Question #4
                                      Which of the following corporate policies would a security architect most likely reference when configuring an AI system to conduct input filtering?

                                      A. Terms of use
                                      B. Third-party compliance
                                      C. Public model usage
                                      D. Data governance


                                      Question #5
                                      A security analyst is preparing a presentation for the sales team that describes the most common vulnerabilities that are specific to AI applications.
                                      Which of the following is the best source for the analyst to consult?

                                      A. National Institute of Technologies Risk Management Framework (NIST-RMF)
                                      B. Open Worldwide Application Security Project (OWASP)
                                      C. International Organization for Standards (ISO) 27001
                                      D. Common Weakness Enumeration (CWE)


                                      Solutions:

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

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