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CompTIA SecAI+ Certification Exam Sample Questions (Q58-Q63):

NEW QUESTION # 58
A security engineer needs to monitor an AI-based system for runtime operations. The engineer is mostly concerned about the visibility of internal activity. Which of the following is the most appropriate monitoring solution?

A. Relying on vendor model controls and monitoring prompt inputs
B. Enabling stack call and debugging level traces at the function level
C. Deploying a security information and event management (SIEM) tool
D. Implementing a web application firewall (WAF) with header logging

Answer: B

Explanation:
For runtime visibility into internal activity of an AI system, the most suitable control is enabling stack calls and debugging-level traces. This provides granular insights into function-level execution, dependencies, and operations, which directly supports monitoring of runtime behavior.

NEW QUESTION # 59
An administrator, who works for a financial institution, is required to implement data security controls for data at rest within AI systems that involve data disclosure. Which of the following is the most suitable control?

A. Masking
B. Encryption
C. Rate limits
D. Data lineage

Answer: B

Explanation:
For financial institutions handling AI systems, protecting data at rest against disclosure requires encryption. Encryption ensures that even if the storage medium is accessed or compromised, the data remains unreadable without the proper decryption keys.

NEW QUESTION # 60
A human resources officer is using AI to evaluate resumes and help select candidates that meet minimum criteria. To improve the results, the human resources officer adjusts the query parameters and includes an example resume that matches a successful candidate. Which if the following best describes this query?

A. One-shot prompting
B. Prompt template
C. Distillation
D. System role

Answer: A

Explanation:
One-shot prompting provides the model with a single example (in this case, a successful resume) to guide how it should process future inputs. This technique helps the AI better align its output with the desired evaluation criteria.

NEW QUESTION # 61
A disgruntled employee changed the company policies that a chatbot references in order to create confusion and disrupt the business. Which of the following AI-generated vulnerabilities is the employee exploiting?

A. Data poisoning
B. Data reduction
C. Data masking
D. Data leaking

Answer: A

Explanation:
Altering the source data (policy content) that the chatbot relies on corrupts its knowledge and behavior, which is characteristic of data poisoning attacks.

NEW QUESTION # 62
A company wants to reduce IDS false positives. What tuning should occur FIRST?

A. Add new signatures
B. Increase signature sensitivity
C. Baseline normal behavior
D. Disable low-priority alerts

Answer: C

Explanation:
A behavioral baseline enables effective tuning and alert reduction.

NEW QUESTION # 63
......

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