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CompTIA SecAI+ Certification Exam Sample Questions (Q93-Q98):

NEW QUESTION # 93
A global security operations center (SOC) wants to adapt and leverage the strength of AI in order to enhance its security operations. Which of the following is the best way to enhance the global SOC functions?

A. Generate code and execute in production to help save time.
B. Use open-source models in production to help the efficiency of threat detection and threat analysis.
C. Enable a personal assistant that can act in the global SOC with no human intervention.
D. Summarize alerts to easily gain insights on the environment.

Answer: D

Explanation:
AI can significantly enhance SOC operations by summarizing and correlating high volumes of alerts, enabling analysts to quickly identify patterns, prioritize threats, and gain actionable insights. This reduces analyst fatigue and improves response times without introducing unsafe automation risks.

NEW QUESTION # 94
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. Encryption
B. Data lineage
C. Rate limits
D. Masking

Answer: A

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 # 95
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 # 96
Which of the following is the best example of an AI model that is trained to identify multiple points from input using a neural network to provide output for authentication?

A. Encryption key
B. Facial recognition
C. Bounding box
D. Open Authorization (OAuth)

Answer: B

Explanation:
Facial recognition uses neural networks to analyze multiple points or features from an input image (such as eyes, nose, mouth, and facial structure) to generate a unique identifier for authentication purposes.

NEW QUESTION # 97
A cybersecurity analyst must use pattern recognition on a data set containing unstructured data.
Which of the following models is the best for this task?

A. Logistic regression
B. Convolutional neural network
C. Decision tree
D. Long short-term memory

Answer: B

Explanation:
Convolutional neural networks (CNNs) are highly effective at detecting patterns in unstructured data such as images, audio, or text embeddings. Their ability to automatically learn spatial or hierarchical features makes them the best choice for pattern recognition on unstructured datasets.

NEW QUESTION # 98
......

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