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CompTIA SecAI+ Certification Sample Questions:

1. A developer is selecting authentication controls for an AI system.
Which of the following is the best way to prevent threat actor replay attacks?

A) Secure Shell (SSH)-based certificate authentication
B) Identity provider (IdP) federation
C) Expiring session tokens
D) Identity and access management access keys

2. An architect is using the firm ' s recommended large language model (LLM) to find an internal solution for content management.
Given the following:

Which of the following controls is the best for mitigating this issue?

A) Model training
B) Response validation
C) Integrity monitoring
D) Access controls

3. An AI security administrator receives an inquiry about an unusually high monthly bill from the AI solution provider. The administrator thinks the majority of staff might be using the most powerful model available.
Which of the following AI measures should the administrator implement to lower costs?

A) Prompt firewalls
B) Storage monitoring
C) Modality types
D) Token limits

4. Instructions: Use the drop-down menus to define two appropriate security controls for each component of the AI system. Each control may be used only once.
An engineer is deploying a new AI system and wants to integrate it into the core system through an API.

5. A cybersecurity analyst wants to choose a machine learning (ML) model to classify log entries while providing the best explainability.
Which of the following models should the analyst use?

A) Generative adversarial network (GAN)
B) Decision trees
C) Neural networks
D) Large language model (LLM)

Solutions: