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  • Exam Code: CY0-001
  • Exam Name: CompTIA SecAI+ Certification Exam
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  • Exam Code: CY0-001
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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

Question #1

Which of the following describes the number of training cycles used in an AI model for threat detection?

  • A. Temperature
  • B. Epoch
  • C. Tokens
  • D. k-means clustering
Answer: B

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Question #2

An AI security administrator notices that the information referenced by the model is incorrectly formatted and missing values.
Which of the following job roles would most likely be responsible for correcting this error?

  • A. Machine learning operations (MLOps) engineer
  • B. Platform engineer
  • C. Data engineer
  • D. AI architect
Answer: C

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Question #3

A security administrator wants to prevent prompt injection attacks and ensure responses have sanitized output.
Which of the following provides a primary compensating control for these requirements?

  • A. A large language model (LLM) firewall
  • B. Least privilege
  • C. Rate limiting
  • D. Encryption
Answer: A

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Question #4

A security administrator must provide access controls for AI systems to list tables.
Which of the following should the administrator implement?

  • A. Agentic AI access
  • B. Model access
  • C. Data access
  • D. Network access control list (NACL)
Answer: C

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Question #5

An organization deploys an application programming interface (API) to allow external customers to perform tasks supported by internally developed AI models. Some customers require limited use of sensitive data.
After the API is deployed, customers report that the API returns sensitive data to all customers. Which of the following is the best action to take with the API?

  • A. Reconfigure the API to use different models.
  • B. Relocate the model to a virtual private cloud (VPC).
  • C. Implement role-based access control.
  • D. Retrain the models on the correct data.
Answer: C

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