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CompTIA CY0-001 Exam Syllabus Topics:

CompTIA SecAI+ Certification Sample Questions:

1. An attacker successfully completes a denial-of-service (DoS) attack through the context window of an AI system. Thousands of characters are obfuscated and hidden behind an emoji.
Which of the following techniques best mitigates this type of attack?

A) Fraud detection
B) Prompt filter
C) Large language model (LLM)-as-a-judge
D) Pattern recognition

2. A social media company with more than a million lines of code wants to reduce the mean time to fix bugs and issues.
Which of the following is the most balanced AI strategy to automate the vulnerability management flow?

A) Having security analysts triage discovered issues and create tickets, but using AI to merge software
B) Using AI to triage discovered issues, create tickets, and merge software fixes
C) Having security analysts triage discovered issues and create tickets, but having a software engineer merge software
D) Using AI to triage discovered issues and create tickets, but having a software engineer merge software

3. A user interface engineer adds new graphics to the latest release of an AI-integrated application. During the update, the engineer accidentally causes the model to retrain on unverified data. After the update, the model begins to return many errors.
Which of the following is the best way to mitigate future errors?

A) Role-based access control
B) Model development life cycle
C) Generative adversarial network
D) Web application firewall

4. 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) Inclusiveness
B) Consistency
C) Bias
D) Transparency

5. An internal user enters a client credit card number into an internal generative machine learning (ML) model:
#User prompt: Customer Jane Doe has a new credit card that she wants to add to her account. The number is
5555-5555-5555-5555
Which of the following is the most effective way to prevent prompt injection attacks against a large language model (LLM)?

A) Role-based access control
B) Antivirus
C) Web application firewall (WAF)
D) Guardrails

Solutions: