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CompTIA CY0-001

CY0-001

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 07, 2026

Q&A Number: 136 Q&As

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
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
          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
                              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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. A critical AI system cannot be shut down and must remain secure. Which of the following actions should be performed to apply controls?

                                      A) Patching critical vulnerabilities
                                      B) Redeploying the production models
                                      C) Removing the data encryption
                                      D) Scanning logs to detect anomalies


                                      2. Which of the following helps in managing potential security issues related to model training?

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


                                      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 legal affairs office
                                      C) AI data science division
                                      D) AI audit department


                                      4. Which of the following is the primary purpose of validating data for an AI system?

                                      A) To optimize the storage databases
                                      B) To reduce consumption of resources
                                      C) To ensure bias-free outcomes
                                      D) To automate the process


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


                                      Solutions:

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

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