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CompTIA SecAI+ Certification : CY0-001 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
Topic 1: AI-assisted Security24%- AI in security strategy and operations
  • 1. Compliance monitoring and auditing
  • 2. Threat modeling and risk assessment
- Security automation and orchestration
  • 1. Vulnerability management and assessment
  • 2. Workflow automation and response playbooks
- AI for threat detection and response
  • 1. Automated incident triage and correlation
  • 2. Anomaly detection and behavioral analysis
  • 3. Accelerated threat hunting
Topic 2: Securing AI Systems40%- Secure AI development and operations
  • 1. DevSecOps integration for AI
  • 2. Secure MLOps and AI pipeline design
- Defending against AI-specific attacks
  • 1. Prompt injection, data poisoning, model inversion
  • 2. Threat modeling for AI lifecycles
  • 3. Adversarial example defense
- Security controls for AI systems
  • 1. Model security: access, integrity, anti-tampering
  • 2. Data protection: integrity, confidentiality, privacy
  • 3. Deployment environment security
Topic 3: AI Governance, Risk and Compliance19%- Risk management for AI
  • 1. Risk mitigation and control strategies
  • 2. AI risk identification and assessment
- Compliance and legal requirements
  • 1. Transparency, accountability and auditability
  • 2. Data protection and privacy laws
- Governance frameworks and policies
  • 1. Global standards: NIST AI RMF, EU AI Act
  • 2. Organizational AI governance structures
  • 3. Responsible AI principles and ethics
Topic 4: Basic AI Concepts Related to Cybersecurity17%- AI applications in security
  • 1. Threat detection and anomaly analysis
  • 2. Security automation and decision support
- AI-driven threats and risks
  • 1. Malicious use of generative AI
  • 2. Adversarial machine learning attacks
  • 3. Automated phishing, polymorphic malware
- Core AI principles and terminology
  • 1. Generative AI concepts and capabilities
  • 2. Machine learning, deep learning, NLP, automation

CompTIA SecAI+ Certification Sample Questions:

Question #1

A social media company with more than a million lines of code wants to reduce the mean time to fix bugs and issues.
Which of the following is the most balanced AI strategy to automate the vulnerability management flow?

  • A. Using AI to triage discovered issues, create tickets, and merge software fixes
  • B. Having security analysts triage discovered issues and create tickets, but having a software engineer merge software
  • C. Using AI to triage discovered issues and create tickets, but having a software engineer merge software
  • D. Having security analysts triage discovered issues and create tickets, but using AI to merge software
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #2

A cybersecurity engineer implements a large language model (LLM) tool to automate an incident management workflow. However, the output contains items that do not exist in the real world. Which of the following is a technique to address this issue?

  • A. Retrieval-augmented generation (RAG)
  • B. Output filtering
  • C. Data rebalancing
  • D. Watermarking
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

Which of the following resources most accurately covers the most widely recognized threat vectors and common vulnerabilities related to large language model (LLM) applications?

  • A. Open Worldwide Application Security Project (OWASP)
  • B. National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
  • C. MITRE Adversarial Threat Landscape for AI Systems (ATLAS)
  • D. Massachusetts Institute of Technology Risk Repository
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #4

Which of the following describes the process of adjusting the distribution of underrepresented classes in an AI model data set to improve model performance?

  • A. Data cleansing
  • B. Data balancing
  • C. Data lineage
  • D. Data augmentation
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

An AI architect reviews AI utilization and wants to improve the user experience.
Which of the following should the architect review within the logs?

  • A. Model accuracy
  • B. Access controls
  • C. Rate monitoring
  • D. Data storage
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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