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[General] Exam Dumps CY0-001 Pdf & CY0-001 Exam Learning

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【General】 Exam Dumps CY0-001 Pdf & CY0-001 Exam Learning

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CompTIA SecAI+ Certification Exam Sample Questions (Q33-Q38):NEW QUESTION # 33
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. Transparency
  • B. Consistency
  • C. Inclusiveness
  • D. Bias
Answer: D
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 # 34
Which of the following is the primary purpose of validating data for an AI system?
  • A. To automate the process
  • B. To reduce consumption of resources
  • C. To optimize the storage databases
  • D. To ensure bias-free outcomes
Answer: D
Explanation:
Validating data ensures quality, consistency, and fairness in training sets, helping prevent biased or inaccurate results in AI system outputs.

NEW QUESTION # 35
A detection engineering team wants to use AI to automatically prevent vulnerable code from reaching production. Which of the following is the most effective way to accomplish this task?
  • A. Deploying an integrated development environment (IDE) plug-in that will warn developers of dangerous code before compiling
  • B. Implementing a large language model (LLM) in the continuous integration and continuous deployment (CI/CD) runner to examine code and pass or fail build jobs
  • C. Developing an agentic penetration testing tool to validate potential vulnerable code
  • D. Using a security orchestration, automation, and response (SOAR) with a machine learning (ML) model to classify code
Answer: B
Explanation:
Integrating an LLM into the CI/CD pipeline ensures automated code review at build time, blocking vulnerable code from reaching production. This enforces security checks consistently and effectively during the deployment process.

NEW QUESTION # 36
SIMULATION
Instructions
Click the (+) to assign each threat category into its appropriate framework.
If at any time you would like to bring back the initial state of the simulation, please click the Reset All button.
An architect is modeling an agentic system to meet security standards.

Answer:
Explanation:

Explanation:
MAESTRO: Overreliance, Insecure plug-in design
OWASP Top 10: Broken access control, Identification and authentication failures OWASP Top 10 LLM: Prompt injection, Model denial of service STRIDE: Elevation of privilege, Repudiation, Supply chain vulnerabilities, Insecure design MAESTRO addresses AI-specific misuse such as excessive trust in outputs (overreliance) and unsafe plug-in design.
OWASP Top 10 maps to classic web threats: broken access control and authentication failures are key risks.
OWASP Top 10 LLM focuses on LLM-related threats like prompt injection and denial of service targeting the model.
STRIDE categories cover privilege escalation, repudiation (denying actions), supply chain risks, and insecure design flaws.

NEW QUESTION # 37
A social media company with more than a million lines of code wants to reduce the mean time to fix bugs and issues. Which of the following is the most balanced AI strategy to automate the vulnerability management flow?
  • A. Having security analysts triage discovered issues and create tickets, but using AI to merge software
  • B. Using AI to triage discovered issues, create tickets, and merge software fixes
  • C. Having security analysts triage discovered issues and create tickets, but having a software engineer merge software
  • D. Using AI to triage discovered issues and create tickets, but having a software engineer merge software
Answer: D
Explanation:
This approach balances automation and human oversight. AI accelerates vulnerability management by triaging issues and generating tickets, while software engineers retain responsibility for merging code changes, ensuring quality and reducing the risk of insecure or unstable code being deployed.

NEW QUESTION # 38
......
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