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CompTIA SecAI+ Certification Exam Sample Questions (Q92-Q97):
NEW QUESTION # 92
A customer-facing, AI-powered chatbot has been jailbroken through prompt injections. As a result, the AI model is offering a 99% discount on the purchase of a new vehicle. Which of the following should be implemented to enhance the model's robustness against such attacks?
- A. Bias filtering
- B. System prompt
- C. Guardrails
- D. Log monitoring
Answer: C
Explanation:
Guardrails enforce strict rules on what the AI model can and cannot do, preventing malicious prompt injections from overriding intended behavior. In this case, guardrails would stop the chatbot from generating unauthorized offers such as extreme discounts.
NEW QUESTION # 93
A financial organization implements a new AI-based fraud detection system to flag suspicious transactions. A security analyst discovers that it occasionally blocks legitimate transactions.
Which of the following is the best recommendation?
- A. Rolling back the model and using a traditional fraud detection system
- B. Encrypting all the data processed by AI and applying further access controls
- C. Implementing AI token usage and rate limits
- D. Retaining the model with more data and recent transaction patterns
Answer: D
Explanation:
False positives occur when the AI model lacks sufficient or representative training data.
Retraining the model with more diverse and recent transaction patterns improves accuracy, reducing the chance of legitimate transactions being incorrectly flagged.
NEW QUESTION # 94
A disgruntled employee changed the company policies that a chatbot references in order to create confusion and disrupt the business. Which of the following AI-generated vulnerabilities is the employee exploiting?
- A. Data masking
- B. Data poisoning
- C. Data leaking
- D. Data reduction
Answer: B
Explanation:
Altering the source data (policy content) that the chatbot relies on corrupts its knowledge and behavior, which is characteristic of data poisoning attacks.
NEW QUESTION # 95
Which of the following job roles in an organizational governance structure develops a model from business use cases?
- A. AI risk analyst
- B. Machine learning operations (MLOps) engineer
- C. Data scientist
- D. Platform architect
Answer: C
Explanation:
A data scientist develops models from business use cases by translating organizational needs into machine learning solutions. They prepare data, select algorithms, and build models that align with the use cases.
NEW QUESTION # 96
An architect is creating a threat model for an agentic system. Which of the following should the architect do first?
- A. Apply compensating controls based on exposure findings.
- B. Scan for vulnerabilities from the Open Worldwide Application Security Project (OWASP) Top 10.
- C. Identify the trust boundary between the components.
- D. Calculate the risk to resources based on data sensitivity.
Answer: C
Explanation:
The first step in creating a threat model is to identify trust boundaries, which define where data or control transitions between different systems, users, or components. This helps map potential attack surfaces and informs subsequent risk analysis and control
NEW QUESTION # 97
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