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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. A data scientist investigates reports that a production machine learning (ML) model no longer performs with accuracy.
The data scientist finds the following pipeline log entries:

Which of the following should the security team do to mitigate future occurrences?

A) Retrain the model on using increased data and epochs.
B) Keep multiple copies of the model for restoration.
C) Enable human review and approval workflows in the repository.
D) Add static code scanning tooling to the runner job.

2. An administrator must conduct generative AI cost monitoring for use in the healthcare industry.
Which of the following criteria is the best way to calculate this cost?

A) Encryption and decryption processing
B) Storage retrieval and prompt processing
C) Connection access and exchange gateway
D) Catalog servicing and exchange processing

3. A cybersecurity administrator needs a security mechanism that can validate input.
Which of the following controls should the administrator use?

A) Input quantity
B) Prompt firewall
C) Rate limits
D) Token limits

4. 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) Web application firewall
D) Role-based access control

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

Solutions: