CompTIA : CY0-001 Questions & Answers

Updated: Aug 11, 2026

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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
          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
              - 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
                      Topic 3: AI Governance, Risk, and Compliance19%- AI Governance Frameworks
                      • 1. NIST AI RMF concepts
                        • 2. ISO/IEC AI governance alignment
                          - Risk and Compliance
                          • 1. Ethical AI and responsible usage policies
                            • 2. Regulatory compliance for AI systems
                              Topic 4: Securing AI Systems40%- AI System Protection
                              • 1. Data protection and model security
                                • 2. Secure AI pipelines and deployment environments
                                  - Adversarial Defense
                                  • 1. Data poisoning mitigation
                                    • 2. Model extraction and inference attack defense

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. Which of the following technologies is used in deepfake?

                                      A) Multi-shot prompting
                                      B) Transfer learning
                                      C) Prompt engineering
                                      D) Generative adversarial network (GAN)


                                      2. 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) General Data Protection Regulation (GDPR)
                                      C) Organization for Economic Co-operation and Development (OECD)
                                      D) International Organization for Standardization (ISO) 27001


                                      3. Security analysts want to track potential user behavior anomalies over time. Which of the following is the most comprehensive approach?

                                      A) Running automated playbooks that monitor standard deviations from a user baseline
                                      B) Leveraging browser plug-ins that monitor for uncommon sites visited by a user
                                      C) Using an AI-enabled scanner to compare user permissions to other users in the department
                                      D) Using an agentic large language model (LLM) to search for multiple instances of a username in logs


                                      4. A multinational company wants to implement an AI-assisted job screening solution.
                                      Which of the following should the company reference to reduce the risk of incurring compliance-related fines?

                                      A) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
                                      B) International Organization for Standardization (ISO) AI standards
                                      C) Corporate policy
                                      D) European Union (EU) AI Act


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


                                      Solutions:

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

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