CompTIA CY0-001 - CompTIA SecAI+ Certification Exam

CompTIA CY0-001 Actual PDF
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Sep 28, 2026
  • Q & A: 163 Questions and Answers
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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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
          Topic 2: Basic AI Concepts Related to Cybersecurity17%- Generative AI Concepts
          • 1. Prompting and AI interaction fundamentals
            • 2. LLMs and generative AI basics
              - AI and Machine Learning Fundamentals
              • 1. Supervised, unsupervised, reinforcement learning
                • 2. Neural networks and deep learning basics
                  - AI Threat Landscape
                  • 1. Adversarial AI and model manipulation
                    • 2. AI-driven cyber threats (phishing, malware automation)
                      Topic 3: AI Governance, Risk, and Compliance19%- AI Governance Frameworks
                      • 1. ISO/IEC AI governance alignment
                        • 2. NIST AI RMF concepts
                          - Risk and Compliance
                          • 1. Ethical AI and responsible usage policies
                            • 2. Regulatory compliance for AI systems
                              Topic 4: Securing AI Systems40%- Adversarial Defense
                              • 1. Data poisoning mitigation
                                • 2. Model extraction and inference attack defense
                                  - AI System Protection
                                  • 1. Data protection and model security
                                    • 2. Secure AI pipelines and deployment environments

                                      CompTIA SecAI+ Certification Sample Questions:

                                      Question #1

                                      An organization develops a chatbot that does not provide harmful or explicit responses, must use clean and professional language, and ensures that responses are accurate.
                                      Which of the following should the organization conduct after the chatbot is fully developed but before a customer-facing deployment?

                                      • A. Model auditing and evaluation
                                      • B. Regression modeling and minimization
                                      • C. Data labeling and classification
                                      • D. Guardrail testing and validation
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

                                      Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).

                                      Question #2

                                      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
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

                                      Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).

                                      Question #3

                                      A security analyst reviews a recently released chatbot ' s log and discovers that outputs sometimes include personally identifiable information (PII) from other chatbot users.
                                      Which of the following corrective actions should the security analyst take first to resolve this issue?

                                      • A. Require users to label the sensitivity of their requests.
                                      • B. Ask all users to refrain from using PII with the chatbot.
                                      • C. Disable memory from the chat history for all users.
                                      • D. Take the chatbot offline and restore it from a backup.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

                                      Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).

                                      Question #4

                                      Which of the following International Organization for Standardization (ISO) standards contains compliance requirements for building an AI management system?

                                      • A. 42001
                                      • B. 27018
                                      • C. 20000
                                      • D. 27001
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

                                      Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).

                                      Question #5

                                      Which of the following provides guidance on AI-specific compliance?

                                      • A. Payment Card Industry Data Security Standard (PCI DSS)
                                      • B. Organisation for Economic Co-operation and Development (OECD)
                                      • C. International Organization for Standardization (ISO) 27001
                                      • D. General Data Protection Regulation (GDPR)
                                      Reveal Solution  Discussion  0

                                      Correct Answer: B  🗳️

                                      Explanation: Only visible for TestPDF members. You can sign-up / login (it's free).

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