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CompTIA SecAI+ Certification Sample Questions:

1. A security analyst needs to conduct a security assessment of the output from an AI-enabled development tool.
Which of the following should the analyst do first?

A) Perform a source code review.
B) Remove hard-coded secrets from the source code.
C) Enforce strict access controls for code repositories.
D) Enable sensitive data discovery on code repositories.

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

3. A security consultant must summarize the impact of posture management on a machine learning (ML) use case.
Which of the following is the most appropriate reference for this purpose?

A) Generative adversarial network (GAN)
B) National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
C) Organization for Economic Co-operation and Development (OECD) standards
D) European Union AI Act

4. 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

5. Which of the following improves the observability and auditing of an AI system?

A) Using anomaly detections
B) Redeploying the model
C) Using manual detection
D) Implementing machine learning operations (MLOps)

Solutions: