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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. Which of the following controls is the best way to mitigate a denial-of-service (DoS) attack?

A) Rate limiting
B) End-to-end encryption
C) Access controls
D) Model guardrails

2. A data set containing medical information is put into a machine learning (ML) model that is designed to predict specific illnesses for a population. In the process of verifying the reliability of the system, the compliance officer realizes that the system cannot reliably predict illnesses for certain segments of the population.
Which of the following types of risk is most applicable to this case?

A) Transparency
B) Inclusiveness
C) Bias
D) Consistency

3. A security team is using an AI-based tool to try to bypass organizational boundaries. The team uses AI to look at the current state and suggest different attack vectors based on the outcome of the previous ones.
Which of the following techniques is the team most likely using?

A) Fraud detection
B) Manual signature matching
C) Code quality testing
D) Automated penetration testing

4. A security administrator must provide access controls for AI systems to list tables.
Which of the following should the administrator implement?

A) Model access
B) Network access control list (NACL)
C) Data access
D) Agentic AI access

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

Solutions: