CompTIA CY0-001 : CompTIA SecAI+ Certification Exam

CY0-001 real exams

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%- 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
          Topic 2: Securing AI Systems40%- AI System Protection
          • 1. Secure AI pipelines and deployment environments
            • 2. Data protection and model security
              - Adversarial Defense
              • 1. Model extraction and inference attack defense
                • 2. Data poisoning mitigation
                  Topic 3: 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 4: Basic AI Concepts Related to Cybersecurity17%- AI Threat Landscape
                          • 1. AI-driven cyber threats (phishing, malware automation)
                            • 2. Adversarial AI and model manipulation
                              - 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

                                      During the selection of a machine learning (ML)-based threat classification model, a cybersecurity administrator verifies that label distribution is highly unbalanced.
                                      Which of the following processing techniques should the engineer use to balance the model?

                                      • A. Data verification
                                      • B. Data provenance
                                      • C. Data lineage
                                      • D. Data augmentation
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

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                                      Question #2

                                      A company develops an AI model to diagnose patients. Hospitals access the model through an integrated application programming interface (API). The security team performs a denial-of-service (DoS) attack via brute force on the model.
                                      Which of the following controls would have prevented this issue?

                                      • A. Model guardrails
                                      • B. Prompt firewall
                                      • C. Tokenization
                                      • D. Rate limiting
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

                                      Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).

                                      Question #3

                                      A security consultant needs to detect attacks across a large language model (LLM) firewall.
                                      Which of the following techniques should the consultant use?

                                      • A. Signature matching
                                      • B. Distributed denial-of-service
                                      • C. Vulnerability enumeration
                                      • D. Translation analysis
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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                                      Question #4

                                      An administrator must conduct generative AI cost monitoring for use in the healthcare industry.
                                      Which of the following criteria is the best way to calculate this cost?

                                      • A. Storage retrieval and prompt processing
                                      • B. Catalog servicing and exchange processing
                                      • C. Connection access and exchange gateway
                                      • D. Encryption and decryption processing
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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                                      Question #5

                                      Which of the following certifies an organization in the use of responsible AI?

                                      • A. National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
                                      • B. European Union (EU) AI Act
                                      • C. General Data Protection Regulation (GDPR)
                                      • D. International Organization for Standardization (ISO) 42001
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

                                      Explanation: Only visible for Prep4cram members. You can sign-up / login (it's free).

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