CompTIA CY0-001 : CompTIA SecAI+ Certification Exam

CY0-001 real exams

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 20, 2026

Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. Which of the following is the most concerning risk for a company that allows corporate end users to use public-facing large language models (LLMs)?

                                      A) Inaccuracies due to hallucinations
                                      B) Data security regulatory violations
                                      C) Out-of-date acceptable use policies
                                      D) Malicious code generation


                                      2. An organization is developing and implementing AI features into a customer service application.
                                      Which of the following practices should the organization put in place before releasing the application for customer trials?

                                      A) Approved AI vendor lists
                                      B) Data masking and sanitization
                                      C) External compliance audits
                                      D) Third-party risk management


                                      3. An AI security administrator notices that the information referenced by the model is incorrectly formatted and missing values.
                                      Which of the following job roles would most likely be responsible for correcting this error?

                                      A) AI architect
                                      B) Platform engineer
                                      C) Data engineer
                                      D) Machine learning operations (MLOps) engineer


                                      4. A management team is concerned about an unexpected cost increase for a public-facing AI chatbot.
                                      Which of the following should a security administrator examine first to determine the root cause?

                                      A) Web application firewall (WAF) rules
                                      B) Vector database input/output operations per second performance
                                      C) Model token usage
                                      D) Firewall logs


                                      5. Which of the following should an auditor reference when reviewing a company ' s human resources AI systems for legal non-compliance?

                                      A) Organization for Economic Cooperation and Development (OECD) standard
                                      B) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
                                      C) International Organization for Standardization (ISO)
                                      D) European Union (EU) AI Act


                                      Solutions:

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

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