CompTIA CY0-001 : CompTIA SecAI+ Certification Exam

CY0-001 exam collection

Exam Code: CY0-001

Exam Name: CompTIA SecAI+ Certification Exam

Updated: Sep 27, 2026

Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

                                      CompTIA SecAI+ Certification Sample Questions:

                                      Question #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. Low-code plug-in
                                      • C. Automated rollback
                                      • D. AI-assisted approval
                                      Reveal Solution  Discussion  0

                                      Correct Answer: D  🗳️

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                                      Question #2

                                      A large number of employees receive a video message in which the company ' s CEO states that the company will be filing for bankruptcy. After an investigation, it was discovered that the CEO did not send this message.
                                      Which of the following is this scenario an example of?

                                      • A. Deepfake
                                      • B. Social engineering
                                      • C. On-path attack
                                      • D. Phishing
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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                                      Question #3

                                      An organization recently created a custom model that integrates with a language model (LLM). The developer notices that the application programming interface (API) costs have increased.
                                      Which of the following is the best control to reduce cost?

                                      • A. Adjusting token limits
                                      • B. Reducing the model size
                                      • C. Increasing central processing unit (CPU) and memory
                                      • D. Implementing prompt templates
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

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                                      Question #4

                                      Instructions: Click the (+) to assign each threat category into its appropriate framework.
                                      An architect is modeling an agentic system to meet security standards.

                                      Reveal Solution  Discussion  0

                                      Correct Answer:

                                      See Explanation below for complete solution for this PBQ.
                                      Explanation:

                                      Basic Concept: This is a Performance-Based Question (PBQ) - a simulation item requiring interactive drag- and-drop assignment of threat categories to appropriate frameworks in the actual exam. It tests knowledge of how different AI threat frameworks categorize and address specific threat types for agentic systems.
                                      Key Concept - Framework-to-Threat Mapping: MITRE ATLAS covers ML-specific adversarial tactics such as model evasion, data poisoning, model extraction, and prompt injection for agentic systems. OWASP LLM Top 10 addresses application-level LLM vulnerabilities such as insecure output handling, excessive agency, and supply chain risks. NIST AI RMF addresses governance-level risks across the AI lifecycle. STRIDE addresses architectural threats including spoofing, tampering, repudiation, information disclosure, DoS, and elevation of privilege.
                                      Why This Matters: Agentic AI systems have a unique threat landscape combining traditional software vulnerabilities with AI-specific attacks. Correctly mapping threat categories to frameworks is essential for comprehensive threat modeling of systems that autonomously execute multi-step tasks with tool access and real-world consequences.
                                      Reference: CompTIA SecAI+ Study Guide Domain 4 covers AI governance frameworks and their specific threat categories. Candidates should understand the scope and focus areas of MITRE ATLAS, OWASP LLM Top 10, NIST AI RMF, and traditional security frameworks as they apply to agentic AI system security modeling.

                                      Question #5

                                      Which of the following should an auditor reference when reviewing a company ' s human resources AI systems for legal non-compliance?

                                      • A. International Organization for Standardization (ISO)
                                      • B. Organization for Economic Cooperation and Development (OECD) standard
                                      • C. European Union (EU) AI Act
                                      • D. National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

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