CompTIA SecAI+ Certification : CY0-001

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CompTIA SecAI+ Certification Sample Questions:

1. An AI security administrator notices that the information referenced by the model is incorrectly formatted and missing values.
Which of the following job roles would most likely be responsible for correcting this error?

A) Data engineer
B) AI architect
C) Machine learning operations (MLOps) engineer
D) Platform engineer

2. 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) Long short-term memory
C) Decision tree
D) Convolutional neural network

3. During a model validation procedure, an engineer notices that a model performs well during training but poorly during testing.
Which of the following best describes the reason?

A) Inference
B) Regularization
C) Fine-tuning
D) Overfitting

4. 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?

A) Data provenance
B) Data lineage
C) Data augmentation
D) Data verification

5. A security administrator wants to prevent prompt injection attacks and ensure responses have sanitized output.
Which of the following provides a primary compensating control for these requirements?

A) Rate limiting
B) Encryption
C) A large language model (LLM) firewall
D) Least privilege

Solutions: