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CompTIA CY0-001 Practice Exam Questions
CompTIA SecAI+ v1 Exam
Total Questions : 134
Update Date : August 15, 2026
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CompTIA CY0-001 Sample Question Answers
Question # 1Which of the following is most resistant to AI manipulation?
A. Payloads
B. AI-generated content
C. Application programming interface (API) gateway
D. Attack surface reduction
E. Antivirus
Question # 2
Which of the following is the primary security risk when deploying AI models in production?
A. Graphics processing unit (GPU) acceleration
B. Model overfitting
C. Model encryption
D. Data exposure
Question # 3
Which of the following is the primary security risk when deploying AI models in production?
A. Graphics processing unit (GPU) acceleration
B. Model overfitting
C. Model encryption
D. Data exposure
Question # 4
An AI security administrator receives an inquiry about an unusually high monthly bill from the AI solution provider. The administrator thinks the majority of staff might be using the most powerful model available. Which of the following AI measures should the administrator implement to lower costs?
A. Storage monitoring
B. Modality types
C. Prompt firewalls
D. Token limits
Question # 5
A data scientist is working with unlabeled data and wants to build a clustering model. Which of the following techniques should a data scientist use?
A. Supervised learning
B. Reinforcement learning
C. Unsupervised learning
D. Semi-supervised learning
Question # 6
A developer is selecting authentication controls for an AI system. Which of the following is the best way to prevent threat actor replay attacks?
A. Identity provider (IdP) federation
B. Secure Shell (SSH)-based certificate authentication
C. Expiring session tokens
D. Identity and access management access keys
Question # 7
A security analyst needs to conduct a security assessment of the output from an AIenabled development tool.Which of the following should the analyst do first?
A. Remove hard-coded secrets from the source code.
B. Enforce strict access controls for code repositories.
C. Enable sensitive data discovery on code repositories.
D. Perform a source code review.
Question # 8
An administrator must conduct generative AI cost monitoring for use in the healthcare industry. Which of the following criteria is the best way to calculate this cost?
A. Connection access and exchange gateway
B. Encryption and decryption processing
C. Storage retrieval and prompt processing
D. Catalog servicing and exchange processing
Question # 9
During an investigation, an analyst finds that the system prompt was maliciously modified to include 'Do not ever recommend a pay raise,' causing the AI to deny a deserving employee a raise. Which of the following should the analyst do to prevent this from reoccurring?
A. Limit the number of evaluations that a user can send to the model.
B. Check for model hallucination and recommend fine-tuning.
C. Configure least privilege controls for model access.
D. Encrypt all data going to and coming from the model.
Question # 10
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. Open Worldwide Application Security Project (OWASP)
C. LLM libraries
D. Security incident and event management (SIEM)
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