CompTIA CY0-001 Exam Collection - CompTIA SecAI+ Certification Exam

Updated: Aug 25, 2026
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CompTIA CY0-001 Exam Syllabus Topics:

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

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following is a key principle of responsible AI systems?

A) Maximizing model security
B) Using protected data for training
C) Operating with human-in-the-loop
D) Ensuring transparency and explainability


2. A company launches an AI application to monitor cloud misconfiguration and compliance. The AI application is shutting down development servers and opening ports during a client demonstration. Which of the following actions should the company take to return to normal operations and prevent future issues?

A) Restarting the servers
B) Implementing human-in-the-loop
C) Disabling the cloud monitoring
D) Reconfiguring the firewall


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) Rate limiting
C) Least privilege
D) Encryption


4. A security analyst reviews a recently released chatbot ' s log and discovers that outputs sometimes include personally identifiable information (PII) from other chatbot users.
Which of the following corrective actions should the security analyst take first to resolve this issue?

A) Require users to label the sensitivity of their requests.
B) Take the chatbot offline and restore it from a backup.
C) Disable memory from the chat history for all users.
D) Ask all users to refrain from using PII with the chatbot.


5. Which of the following is required first in order to send a prompt query and response in a language model (LLM) system when authentication is enabled?

A) Back-end access gateway
B) Application programming interface gateway
C) Endpoint access control
D) Front-end web proxy gateway


Solutions:

Question # 1
Answer: D
Question # 2
Answer: B
Question # 3
Answer: A
Question # 4
Answer: C
Question # 5
Answer: C

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