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CompTIA SecAI+ Certification Sample Questions:

1. A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
Which of the following is the best recommendation?

A) Rolling back the model and using a traditional fraud detection system
B) Retraining the model with more data and recent transaction patterns
C) Implementing AI token usage and rate limits
D) Encrypting all the data processed by AI and applying further access controls

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

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

3. 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) Model development life cycle
C) Role-based access control
D) Web application firewall

4. Which of the following is a risk addressed by responsible AI?

A) Model drift
B) Response bias
C) Data poisoning
D) Reputational loss

5. A company launches an AI application to monitor cloud misconfiguration and compliance. The AI application is shutting down development servers and opening ports during a client demonstration. Which of the following actions should the company take to return to normal operations and prevent future issues?

A) Reconfiguring the firewall
B) Restarting the servers
C) Disabling the cloud monitoring
D) Implementing human-in-the-loop

Solutions: