CompTIA SecAI+ Certification : CY0-001

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CompTIA SecAI+ Certification Sample Questions:

1. 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) Rate limits
C) Masking
D) Data lineage

2. A security alert triggers an agentic system. An analyst notices the following payload in the logs. The alert includes multiple shell commands that are not typically run as part of any hardening:

Which of the following is the most effective control to implement?

A) Adding logic that includes approved strings before running the shell commands
B) Modifying the application to ignore the SECURITY_UPDATE tag
C) Deprecating model usage and retaining the model with safer parameters
D) Using only approved libraries when interacting with agentic systems

3. Which of the following technologies is used in deepfake?

A) Multi-shot prompting
B) Generative adversarial network (GAN)
C) Transfer learning
D) Prompt engineering

4. An employee wants a consulting company to procure a data set that contains age, ethnicity, and diabetes status. During development, the employer wants to ensure the integrity of the data.
Which of the following is the best strategy to accomplish this task?

A) Querying the model
B) Implementing checksums
C) Enabling log monitoring
D) Conducting human evaluation

5. A data scientist is working with unlabeled data and wants to build a clustering model.
Which of the following techniques should a data scientist use?

A) Supervised learning
B) Semi-supervised learning
C) Reinforcement learning
D) Unsupervised learning

Solutions: