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Free CompTIA SecAI+ v1 Exam Practice Questions

Question # 21

A cybersecurity administrator generates patching reports using AI, but the process takes a long time. Which of the following is the best way to increase performance?

Options:

A.  

Deploy a Model Context Protocol (MCP) server to delegate several versions of this query to the back-end LLM simultaneously.

B.  

Have the AI download the full CVE database first to prevent multiple similar external queries.

C.  

Configure the AI system prompt to specify summarization algorithms.

D.  

Increase the amount of model tokens available to eliminate time-consuming session restarts.

Discussion 0
Question # 22

A developer is selecting authentication controls for an AI system.

Which of the following is the best way to prevent threat actor replay attacks?

Options:

A.  

Identity provider (IdP) federation

B.  

Secure Shell (SSH)-based certificate authentication

C.  

Expiring session tokens

D.  

Identity and access management access keys

Discussion 0
Question # 23

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?

Options:

A.  

Bias

B.  

Consistency

C.  

Transparency

D.  

Inclusiveness

Discussion 0
Question # 24

An AI architect reviews AI utilization and wants to improve the user experience.

Which of the following should the architect review within the logs?

Options:

A.  

Rate monitoring

B.  

Model accuracy

C.  

Access controls

D.  

Data storage

Discussion 0
Question # 25

A data scientist asks about controls for public vs. private models used for training. A security agent responds by listing several factors to evaluate when making that determination. Which of the following is the most critical control?

Options:

A.  

Model security

B.  

Applicability

C.  

Responsible AI

D.  

Regulations

Discussion 0
Question # 26

An organization is developing and implementing AI features into a customer service application.

Which of the following practices should the organization put in place before releasing the application for customer trials?

Options:

A.  

Data masking and sanitization

B.  

External compliance audits

C.  

Approved AI vendor lists

D.  

Third-party risk management

Discussion 0
Question # 27

An automobile manufacturer implements a chatbot to assist with configuration options for customer automobiles. Given a customer ' s prompt, the chatbot gives offensive responses.

Which of the following describes this behavior?

Options:

A.  

Model skewing

B.  

Model theft

C.  

Jailbreaking

D.  

Insecure output handling

Discussion 0
Question # 28

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?

Options:

A.  

Connection access and exchange gateway

B.  

Encryption and decryption processing

C.  

Storage retrieval and prompt processing

D.  

Catalog servicing and exchange processing

Discussion 0
Question # 29

A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability.

Which of the following models should the analyst use?

Options:

A.  

Large language model (LLM)

B.  

Neural networks

C.  

Decision trees

D.  

Generative adversarial network (GAN)

Discussion 0
Question # 30

Which of the following describes the most significant risk associated with AI agents that make autonomous decisions?

Options:

A.  

Increased workload

B.  

Accidental data leakage

C.  

Overfitting

D.  

Output bias

Discussion 0

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