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[General] CompTIA CY0-001 Study Demo: CompTIA SecAI+ Certification Exam - TestSimulate Hel

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【General】 CompTIA CY0-001 Study Demo: CompTIA SecAI+ Certification Exam - TestSimulate Hel

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CompTIA SecAI+ Certification Exam Sample Questions (Q36-Q41):NEW QUESTION # 36
A web server shows signs of SQL injection. Which control BEST prevents this?
  • A. SSL encryption
  • B. Account lockout
  • C. Runtime application self-protection (RASP)
  • D. Input validation
Answer: D
Explanation:
Validating and sanitizing user input is the core SQLi defense.

NEW QUESTION # 37
An AI architect reviews AI utilization and wants to improve the user experience. Which of the following should the architect review within the logs?
  • A. Rate monitoring
  • B. Access controls
  • C. Model accuracy
  • D. Data storage
Answer: C
Explanation:
To improve user experience, the architect should review model accuracy in the logs. High accuracy ensures users receive relevant, reliable responses, directly impacting satisfaction and effectiveness of the AI system.

NEW QUESTION # 38
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. Deploying a security information and event management (SIEM) tool
  • B. Relying on vendor model controls and monitoring prompt inputs
  • C. Enabling stack call and debugging level traces at the function level
  • D. Implementing a web application firewall (WAF) with header logging
Answer: C
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 # 39
Which of the following is most resistant to AI manipulation?
  • A. Antivirus
  • B. AI-generated content
  • C. Attack surface reduction
  • D. Application programming interface (API) gateway
  • E. Payloads
Answer: C
Explanation:
Reducing the attack surface limits the number of potential entry points that attackers or manipulated AI inputs can exploit. This proactive security measure is more resistant to AI-driven manipulation than reactive controls like payload scanning or antivirus.

NEW QUESTION # 40
A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
Which of the following is the best recommendation?
  • A. Retaining the model with more data and recent transaction patterns
  • B. Implementing AI token usage and rate limits
  • C. Encrypting all the data processed by AI and applying further access controls
  • D. Rolling back the model and using a traditional fraud detection system
Answer: A
Explanation:
False positives occur when the AI model lacks sufficient or representative training data.
Retraining the model with more diverse and recent transaction patterns improves accuracy, reducing the chance of legitimate transactions being incorrectly flagged.

NEW QUESTION # 41
......
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