CompTIA CY0-001 : CompTIA SecAI+ Certification Exam

  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
  • Updated: Sep 14, 2026     Q & A: 136 Questions and Answers

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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

Question #1

A security operations center (SOC) has a very high volume of logs and alerts. The manager proposes the implementation of a machine learning (ML) system to help with triage.
Which of the following tasks is most suitable?

  • A. Summarizing the content of alerts
  • B. Identifying and classifying alerts
  • C. Automatically patching vulnerable systems
  • D. Applying filters on specific alerts
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

A security administrator sees suspicious queries on AI logs.
Which of the following should the administrator implement to address this issue?

  • A. Rate limit
  • B. Agentic AI
  • C. Prompt firewalls
  • D. Data size
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #3

Which of the following improves the observability and auditing of an AI system?

  • A. Using anomaly detections
  • B. Redeploying the model
  • C. Implementing machine learning operations (MLOps)
  • D. Using manual detection
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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Question #4

Which of the following is most resistant to AI manipulation?

  • A. Application programming interface (API) gateway
  • B. AI-generated content
  • C. Antivirus
  • D. Payloads
  • E. Attack surface reduction
Reveal Solution  Discussion  0

Correct Answer: E  🗳️

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Question #5

A security analyst receives an alert about an AI system and is investigating the following output:

Which of the following is the most appropriate control the analyst should recommend?

  • A. Integrating data sanitization
  • B. Implementing user input validation
  • C. Hardening the Model Context Protocol server
  • D. Monitoring logs for attack words from the system
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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