Last Updated: Aug 23, 2026
No. of Questions: 136 Questions & Answers with Testing Engine
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| Section | Weight | Objectives |
|---|---|---|
| AI Governance, Risk, and Compliance | 19% | - AI Governance Frameworks
|
| Basic AI Concepts Related to Cybersecurity | 17% | - Generative AI Concepts
|
| Securing AI Systems | 40% | - AI System Protection
|
| AI-Assisted Security | 24% | - Security Operations Enhancement
|
1. A security alert triggers an agentic system. An analyst notices the following payload in the logs. The alert includes multiple shell commands that are not typically run as part of any hardening:
Which of the following is the most effective control to implement?
A) Adding logic that includes approved strings before running the shell commands
B) Modifying the application to ignore the SECURITY_UPDATE tag
C) Using only approved libraries when interacting with agentic systems
D) Deprecating model usage and retaining the model with safer parameters
2. An organization implements a domain-specific AI chatbot. After operating normally for weeks, the model returns contextually incorrect responses - treating ' worm ' as a biological pest rather than a computer worm when answering a cybersecurity question.
Which of the following should the organization do to address the issue?
A) Deploy prompt templates.
B) Configure guardrails.
C) Apply model access controls.
D) Encrypt the weights at rest.
3. Customer feedback for an AI chatbot has a high-rate of non-answers, which is causing higher central processing unit (CPU) utilization.
Which of the following should be implemented?
A) Response confidence level
B) Cost monitoring
C) Prompt logging
D) Guardrails
4. A penetration tester is assessing the controls of a deployed AI system that is designed to search and return the contents of files.
The tester runs the following:
Which of the following is the best control to prevent abuse of the system?
A) Reducing the privilege scope of the service account
B) Adding a large language model (LLM) guardrails library to the application code
C) Implementing custom detection rules for anomalous model behavior
D) Segmenting the workload into a separate virtual private cloud (VPC)
5. An automobile manufacturer implements a chatbot to assist with configuration options for customer automobiles. Given a customer ' s prompt, the chatbot gives offensive responses.
Which of the following describes this behavior?
A) Model theft
B) Jailbreaking
C) Model skewing
D) Insecure output handling
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: B | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: B |
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