CompTIA CY0-001 : CompTIA SecAI+ Certification Exam

CY0-001 real exams

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Aug 23, 2026

Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Securing AI Systems40%- AI System Protection
  • 1. Secure AI pipelines and deployment environments
    • 2. Data protection and model security
      - Adversarial Defense
      • 1. Data poisoning mitigation
        • 2. Model extraction and inference attack defense
          Topic 2: 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. NIST AI RMF concepts
                • 2. ISO/IEC AI governance alignment
                  Topic 3: Basic AI Concepts Related to Cybersecurity17%- Generative AI Concepts
                  • 1. LLMs and generative AI basics
                    • 2. Prompting and AI interaction fundamentals
                      - AI and Machine Learning Fundamentals
                      • 1. Neural networks and deep learning basics
                        • 2. Supervised, unsupervised, reinforcement learning
                          - AI Threat Landscape
                          • 1. Adversarial AI and model manipulation
                            • 2. AI-driven cyber threats (phishing, malware automation)
                              Topic 4: AI-Assisted Security24%- Operational Use of AI
                              • 1. Incident response acceleration
                                • 2. AI-enabled threat intelligence analysis
                                  - Security Operations Enhancement
                                  • 1. AI-driven threat detection and anomaly detection
                                    • 2. SOC automation and alert correlation

                                      CompTIA SecAI+ Certification Sample Questions:

                                      1. A company uses human review for software development validation and wants to add another validation layer.
                                      Which of the following should a security administrator use to accomplish this task?

                                      A) Regression testing
                                      B) AI-assisted approval
                                      C) Low-code plug-in
                                      D) Automated rollback


                                      2. Which of the following responsible AI standards refers to a principle that clearly states the reasons behind the decisions for a particular conclusion?

                                      A) Transparency
                                      B) Explainability
                                      C) Accountability
                                      D) Auditability


                                      3. An administrator, who works for a financial institution, is required to implement data security controls for data at rest within AI systems that involve data disclosure.
                                      Which of the following is the most suitable control?

                                      A) Masking
                                      B) Encryption
                                      C) Data lineage
                                      D) Rate limits


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


                                      5. An engineer is analyzing findings from a penetration test that indicate insufficient data encryption. The report also indicates that additional controls must be placed on the data. To protect against loss of intellectual property, the engineer must implement data security.
                                      Part 1: Use drop-down menu to select the most appropriate protocol or cipher for each system component.
                                      Part 2: Use the drop-down menu to select the most appropriate technique to apply to the modified data.


                                      Solutions:

                                      Question # 1
                                      Answer: B
                                      Question # 2
                                      Answer: B
                                      Question # 3
                                      Answer: B
                                      Question # 4
                                      Answer: B
                                      Question # 5
                                      Answer: Only visible for members

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