CY0-001 Test Braindumps: CompTIA SecAI+ Certification Exam & CY0-001 VCE Dumps

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CompTIA SecAI+ Certification Exam Sample Questions (Q10-Q15):

NEW QUESTION # 10
A security analyst finds that the AI system is under a denial-of-wallet attack. Which of the following should the analyst enforce to protect the company? (Choose two.)

Answer: A,E

Explanation:
API rate controls limit the number of requests within a set timeframe, preventing attackers from overloading the system and driving up costs.
Output token controls restrict the length of responses, reducing unnecessary token usage that attackers might exploit in a denial-of-wallet attack.


NEW QUESTION # 11
User experience is declining since the launch of a large language model (LLM) in internal networks. Which of the following should be the highest priority for the prompt engineers?

Answer: A

Explanation:
When user experience is declining after an LLM launch, the top priority for prompt engineers is quality control. Ensuring prompts produce accurate, relevant, and safe outputs directly improves usability and restores user trust.


NEW QUESTION # 12
During the selection of a machine learning (ML)-based threat classification model, a cybersecurity administrator verifies that label distribution is highly unbalanced. Which of the following processing techniques should the engineer use to balance the model?

Answer: A

Explanation:
When label distribution is highly unbalanced, data augmentation generates additional synthetic samples for the underrepresented classes. This balances the dataset, improving the ML model's ability to classify threats accurately across all categories.


NEW QUESTION # 13
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?

Answer: B

Explanation:
The model's inability to reliably predict illnesses for certain population segments indicates bias in the dataset or training process. This leads to unfair or inaccurate outcomes for specific groups, making bias the most applicable risk in this case.


NEW QUESTION # 14
An organization recently created a custom model that integrates with a language model (LLM).
The developer notices that the application programming interface (API) costs have increased.
Which of the following is the best control to reduce cost?

Answer: B

Explanation:
API costs for large language model integrations are directly tied to token usage (input + output tokens). By adjusting token limits, the organization can reduce unnecessary processing of overly long prompts or responses, thereby lowering overall API costs without changing model size or infrastructure resources.


NEW QUESTION # 15
......

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