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CompTIA SecAI+ Certification Sample Questions:

1. Which of the following ensures the integrity of data usage in an AI system?

A) Data cleansing
B) Data lineage
C) Data verification
D) Data masking

2. 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) Overfitting
B) Inference
C) Fine-tuning
D) Regularization

3. A security administrator sees suspicious queries on AI logs.
Which of the following should the administrator implement to address this issue?

A) Prompt firewalls
B) Data size
C) Rate limit
D) Agentic AI

4. An organization is concerned with the exposure of sensitive data.
Which of the following is the most relevant security concern?

A) Overfitting
B) Data normalization
C) Hyperparameter tuning
D) Model inversion

5. 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) Convolutional neural network
D) Decision tree

Solutions: