CompTIA CY0-001 - CompTIA SecAI+ Certification Exam

CompTIA CY0-001 Actual PDF
  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Nov 01, 2026
  • Q & A: 163 Questions and Answers
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CompTIA CY0-001 Exam Syllabus Topics:

SectionWeightObjectives
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%- Risk and Compliance
          • 1. Regulatory compliance for AI systems
            • 2. Ethical AI and responsible usage policies
              - AI Governance Frameworks
              • 1. ISO/IEC AI governance alignment
                • 2. NIST AI RMF concepts
                  Securing AI Systems40%- Adversarial Defense
                  • 1. Model extraction and inference attack defense
                    • 2. Data poisoning mitigation
                      - AI System Protection
                      • 1. Data protection and model security
                        • 2. Secure AI pipelines and deployment environments
                          Basic AI Concepts Related to Cybersecurity17%- AI Threat Landscape
                          • 1. Adversarial AI and model manipulation
                            • 2. AI-driven cyber threats (phishing, malware automation)
                              - 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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      Question #1

                                      An architect is using the firm ' s recommended large language model (LLM) to find an internal solution for content management.
                                      Given the following:

                                      Which of the following controls is the best for mitigating this issue?

                                      • A. Response validation
                                      • B. Access controls
                                      • C. Integrity monitoring
                                      • D. Model training
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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                                      Question #2

                                      An analyst wants to develop a solution to review security information and event management (SIEM) logs for endpoint analytics. Which of the following is a benefit of a small language model (SLM) compared to a large language model (LLM) when cost efficiency is a consideration?

                                      • A. Domain-specific data
                                      • B. Data privacy
                                      • C. Data aggregation
                                      • D. Broad data set training
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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                                      Question #3

                                      After the latest software update, a developer receives reports that the system no longer requires reauthentication to display account balances because this issue was present in a previous release. Which of the following should the developer do to best mitigate the risk of recurrence?

                                      • A. Use code commit automation to perform AI-assisted static application security testing (SAST) scans.
                                      • B. Deploy an AI-assisted change management system to schedule and track feature releases.
                                      • C. Implement AI regression testing into the continuous integration/continuous deployment (CI/CD) pipeline.
                                      • D. Ensure that AI approvals are required to push changes into production.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

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                                      Question #4

                                      A team of data scientists is ready to release a model for enterprise use. The team wants to protect the model from unintentional changes or tampering.
                                      Which of the following is the most appropriate action?

                                      • A. Integrate an application programming interface (API) with identity and access management (IAM) roles to interact with the model.
                                      • B. Restrict access to only IT professionals in the organization.
                                      • C. Provide secure copies of the model for local runtime usage.
                                      • D. Change the model to a large language model (LLM) for interactive features with guardrails.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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                                      Question #5

                                      A recent release of an AI software update exposes confidential customer information due to storage misconfiguration.
                                      Which of the following data security controls will help maintain confidentiality despite the data leak?

                                      • A. Model encryption
                                      • B. Encryption in transit
                                      • C. Encryption in use
                                      • D. Encryption at rest
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

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