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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. A recent release of an AI software update exposes confidential customer information due to storage misconfiguration.
Which of the following data security controls will help maintain confidentiality despite the data leak?

A) Encryption in transit
B) Encryption in use
C) Encryption at rest
D) Model encryption

2. A user interface engineer adds new graphics to the latest release of an AI-integrated application. During the update, the engineer accidentally causes the model to retrain on unverified data. After the update, the model begins to return many errors.
Which of the following is the best way to mitigate future errors?

A) Generative adversarial network
B) Role-based access control
C) Model development life cycle
D) Web application firewall

3. During an update, an AI system flags some potential compatibility issues and provides recommendations. An administrator reviews the recommendations before addressing the issues.
Which of the following processes describes this scenario?

A) Data validation
B) Data preparation
C) Human-in-the-loop
D) Model evaluation

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

5. Which of the following is the most impactful security risk associated with the use of a generative AI chatbot?

A) Model validation
B) Weak encryption
C) Data leakage
D) Overly permissive access

Solutions: