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CompTIA CY0-001 Exam Syllabus Topics:

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

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

3. A company deploys an internet-facing chatbot using RAG. Logs show that an administrator can retrieve employee names and usernames while an employee receives ' information not available. ' Which of the following is reducing the risk of sensitive data exposure in this scenario?

A) Data access controls
B) Rate limiting
C) Model-specific guardrails
D) Prompt templates

4. An AI security team must assess the probability of an attack on its new system and the impact associated with such an attack.
Which of the following threat-modeling resources best addresses the threat landscape for machine learning (ML)?

A) Open Worldwide Application Security Project (OWASP)
B) Common Vulnerabilities and Exposures (CVE) AI working group
C) MITRE Adversarial Threat Landscape for AI Systems (ATLAS)
D) Massachusetts Institute of Technology (MIT) risk repository

5. A security engineer needs to monitor an AI-based system for runtime operations. The engineer is mostly concerned about the visibility of internal activity.
Which of the following is the most appropriate monitoring solution?

A) Relying on vendor model controls and monitoring prompt inputs
B) Enabling stack call and debugging level traces at the function level
C) Deploying a security information and event management (SIEM) tool
D) Implementing a web application firewall (WAF) with header logging

Solutions: