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Exam Code: CY0-001
Exam Name: CompTIA SecAI+ Certification Exam
Updated: Aug 30, 2026
Q & A: 136 Questions and Answers
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| Section | Weight | Objectives |
|---|---|---|
| Implementation | 25% | - Given a scenario, implement secure systems design - Given a scenario, implement secure network architecture concepts - Given a scenario, implement secure mobile device policies - Given a scenario, implement identity and account management controls - Given a scenario, implement authentication and authorization solutions - Given a scenario, implement public key infrastructure (PKI) - Given a scenario, implement secure host settings - Given a scenario, apply cybersecurity solutions to the cloud |
| Governance, Risk, and Compliance | 14% | - Summarize regulations, standards, and frameworks that impact organizations - Explain privacy and sensitive data concepts in relation to security - Given a scenario, follow organizational security policies and procedures - Explain risk management processes and concepts - Compare and contrast various types of security controls |
| Attacks, Threats, and Vulnerabilities | 24% | - Given a scenario, analyze potential indicators associated with network attacks - Explain vulnerability scanning concepts - Compare and contrast types of social engineering attacks - Explain threat actor types and attributes - Given a scenario, analyze potential indicators to determine the type of attack - Given a scenario, analyze potential indicators associated with application attacks - Explain penetration testing concepts |
| Architecture and Design | 21% | - Explain the importance of physical security controls - Summarize virtualization and cloud security concepts - Given a scenario, implement cybersecurity resilience - Summarize basics of cryptographic concepts - Summarize authentication and authorization design concepts - Explain secure application development, deployment, and automation concepts - Explain the importance of security concepts in an enterprise environment - Explain the security implications of embedded and specialized systems |
| Operations and Incident Response | 16% | - Given a scenario, use appropriate tool to assess organizational security - Summarize the importance of policies, processes, and procedures for incident response - Given a scenario, apply mitigation techniques or controls to secure an environment - Given a scenario, use data sources to support an investigation - Explain key aspects of digital forensics |
Question 1
A healthcare company deploys an AI chatbot that implements retrieval-augmented generation (RAG) using the company ' s historical data set. The chatbot output contains patient information.
Which of the following is the most effective technique to mitigate this vulnerability?
A. Masking
B. Normalization
C. Classification
D. Minimization
Question 2
Customer feedback for an AI chatbot has a high-rate of non-answers, which is causing higher central processing unit (CPU) utilization.
Which of the following should be implemented?
A. Cost monitoring
B. Response confidence level
C. Prompt logging
D. Guardrails
Question 3
As a compliance requirement, a large language model (LLM) application requires setting up guardrails.
Which of the following resources is most appropriate to use?
A. Retrieval-augmented generation (RAG)
B. LLM libraries
C. Security incident and event management (SIEM)
D. Open Worldwide Application Security Project (OWASP)
Question 4
A security alert triggers an agentic system. An analyst notices the following payload in the logs. The alert includes multiple shell commands that are not typically run as part of any hardening:
Which of the following is the most effective control to implement?
A. Using only approved libraries when interacting with agentic systems
B. Deprecating model usage and retaining the model with safer parameters
C. Adding logic that includes approved strings before running the shell commands
D. Modifying the application to ignore the SECURITY_UPDATE tag
Question 5
A data set containing medical information is put into a machine learning (ML) model that is designed to predict specific illnesses for a population. In the process of verifying the reliability of the system, the compliance officer realizes that the system cannot reliably predict illnesses for certain segments of the population.
Which of the following types of risk is most applicable to this case?
A. Bias
B. Transparency
C. Consistency
D. Inclusiveness
Solutions:
| Question 1 Answer: A | Question 2 Answer: B | Question 3 Answer: D | Question 4 Answer: C | Question 5 Answer: A |
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