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CompTIA CY0-001 exam : CompTIA SecAI+ Certification Exam

CY0-001 Exam Questions
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Oct 13, 2026
  • Q & A: 163 Questions and Answers
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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
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
          AI-Assisted Security24%- Operational Use of AI
          • 1. Incident response acceleration
            • 2. AI-enabled threat intelligence analysis
              - Security Operations Enhancement
              • 1. SOC automation and alert correlation
                • 2. AI-driven threat detection and anomaly detection
                  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
                          Basic AI Concepts Related to Cybersecurity17%- AI and Machine Learning Fundamentals
                          • 1. Supervised, unsupervised, reinforcement learning
                            • 2. Neural networks and deep learning basics
                              - Generative AI Concepts
                              • 1. Prompting and AI interaction fundamentals
                                • 2. LLMs and generative AI basics
                                  - AI Threat Landscape
                                  • 1. AI-driven cyber threats (phishing, malware automation)
                                    • 2. Adversarial AI and model manipulation

                                      CompTIA SecAI+ Certification Sample Questions:

                                      Question #1

                                      A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
                                      Which of the following is the best recommendation?

                                      • A. Encrypting all the data processed by AI and applying further access controls
                                      • B. Retraining the model with more data and recent transaction patterns
                                      • C. Implementing AI token usage and rate limits
                                      • D. Rolling back the model and using a traditional fraud detection system
                                      Reveal Solution  Discussion  0

                                      Correct Answer: B  🗳️

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

                                      Question #2

                                      A security administrator needs to improve an AI model. During an initial investigation, the administrator notices that two successive login failures are recorded every day, and then a successful login occurs after a specific time interval. All the successful login attempts have been during office hours.
                                      Which of the following techniques should the administrator use to improve the AI model ' s security?

                                      • A. Vulnerability analysis
                                      • B. Pattern recognition
                                      • C. Access management
                                      • D. Signature matching
                                      Reveal Solution  Discussion  0

                                      Correct Answer: B  🗳️

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

                                      Question #3

                                      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. International Organization for Standardization (ISO) 27001
                                      • D. General Data Protection Regulation (GDPR)
                                      Reveal Solution  Discussion  0

                                      Correct Answer: B  🗳️

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

                                      Question #4

                                      Which of the following is the most appropriate reason for model validation?

                                      • A. To use a formal methodology and measurement of expected outcomes from the model
                                      • B. To check the output of a model when exported to a file
                                      • C. To provide feedback to the model to improve its performance between interactions
                                      • D. To ensure the model passes integration checks in the continuous integration/continuous deployment pipeline without failures
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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

                                      Question #5

                                      An automobile manufacturer implements a chatbot to assist with configuration options for customer automobiles. Given a customer ' s prompt, the chatbot gives offensive responses.
                                      Which of the following describes this behavior?

                                      • A. Model skewing
                                      • B. Model theft
                                      • C. Jailbreaking
                                      • D. Insecure output handling
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

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