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CompTIA CY0-001

CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Sep 29, 2026

Q & A: 163 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      Question #1
                                      Which of the following job roles in an organizational governance structure develops a model from business use cases?

                                      A. AI risk analyst
                                      B. Platform architect
                                      C. Data scientist
                                      D. Machine learning operations (MLOps) engineer


                                      Question #2
                                      Which of the following is the most impactful security risk associated with the use of a generative AI chatbot?

                                      A. Overly permissive access
                                      B. Weak encryption
                                      C. Model validation
                                      D. Data leakage


                                      Question #3
                                      Which of the following helps in managing potential security issues related to model training?

                                      A. National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
                                      B. Organization for Economic Co-operation and Development (OECD)
                                      C. General Data Protection Regulation (GDPR)
                                      D. International Organization for Standardization (ISO) 27001


                                      Question #4
                                      A security analyst notices that regardless of user-submitted prompts, an AI model always returns unsanitized responses. These responses are then passed to multiple plug-ins. The analyst is concerned with the potential security implications.
                                      Which of the following Open Worldwide Application Security Project (OWASP) categories addresses this vulnerability?

                                      A. Unbounded consumption
                                      B. Improper output handling
                                      C. Prompt injection
                                      D. Misinformation


                                      Question #5
                                      A security operations center (SOC) analyst needs to automate multiple security tasks by breaking them down into smaller parts.
                                      Which of the following AI tools is the best for this task?

                                      A. Chatbot
                                      B. Agentic AI
                                      C. Retrieval-augmented generation (RAG) AI
                                      D. Generative AI


                                      Solutions:

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

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