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CompTIA SecAI+ CY0-001 Practice Questions

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CY0-001 Practice Questions By Domains

4 domains covered

2. AI governance, risk, and compliance

8 free questions available

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4. Basic AI concepts related to cybersecurity

5 free questions available

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Top 15 Most Challenging CY0-001 Questions

Question 1
Domain: Securing AI systems
An unhappy former employee altered the policies cited by a chatbot, causing confusion and business disruption. Which AI-related vulnerability are they taking advantage of?
  • A. Data reduction
  • B. Data masking
  • C. Data poisoning
  • D. Data leaking
Question 2
Domain: AI governance, risk, and compliance
A medical data set is fed into a machine learning model intended to forecast illnesses for a population. During reliability checks, the compliance officer sees the model fails to predict illnesses reliably for some groups. Which risk type best fits this scenario?
  • A. Bias
  • B. Consistency
  • C. Transparency
  • D. Inclusiveness
Question 3
Domain: AI-assisted security
A SOC faces a flood of logs and alerts. Management suggests using a machine learning system to aid triage. Which task is most appropriate for ML in this context?
  • A. Applying filters on specific alerts
  • B. Automatically patching vulnerable systems
  • C. Identifying and classifying alerts
  • D. Summarizing the content of alerts
These are the hard ones. There are 111 more. Every question explains why the wrong answers are wrong, with a link to official docs.
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Question 4
Domain: Basic AI concepts related to cybersecurity
A quick AI-generated clip shows a celebrity giving a fake public-security message. Which technique was used to create this video?
  • A. Statistical analysis
  • B. Convolutional neural network
  • C. Machine learning (ML) classifier
  • D. Random forest
Question 5
Domain: Securing AI systems
An attacker completes a denial-of-service attack through an AI system’s context window, hiding thousands of characters behind an emoji. Which mitigation best counters this?
  • A. Fraud detection
  • B. Large language model (LLM)-as-a-judge
  • C. Pattern recognition
  • D. Prompt filter
Question 6
Domain: AI governance, risk, and compliance
A manufacturing firm wants to deploy AI to boost process efficiency and accuracy. What should the organization do first to enable adoption and meet business goals?
  • A. Achieve ISO 42001 certification.
  • B. Hire a data and AI architect.
  • C. Select a large language model (LLM).
  • D. Introduce a generative adversarial network (GAN).
Question 7
Domain: AI-assisted security
Which is an example of how a security analyst uses generative AI during triage?
  • A. To predict the next attack target with higher accuracy
  • B. To use statistical analysis for malicious code assessment
  • C. To summarize security findings by category
  • D. To tag malware using machine learning (ML) algorithms
Question 8
Domain: Basic AI concepts related to cybersecurity
What term describes the number of training cycles used in an AI model for threat detection?
  • A. means clustering
  • B. Tokens
  • C. Temperature
  • D. Epoch
Question 9
Domain: Securing AI systems
A SOC analyst discovers a user prompted a chatbot to reveal the full prompt and conversation context. Which mitigation lowers the risk to the AI system?
  • A. Restricting the LLM's access to internal services
  • B. Using data version control to detect content manipulation
  • C. Enhancing model guardrails
  • D. Segregating and identifying external content
Question 10
Domain: AI governance, risk, and compliance
Which responsible AI standard describes the need to clearly explain why a particular conclusion was reached?
  • A. Accountability
  • B. Auditability
  • C. Transparency
  • D. Explainability
Question 11
Domain: AI-assisted security
For preventing vulnerable code from reaching production, what approach is most effective using AI?
  • A. Deploying an IDE plug-in to warn developers before compiling
  • B. Using a SOAR with an ML model to classify code
  • C. Incorporating an LLM in the CI/CD runner to gate builds
  • D. Creating an agentic penetration-testing tool
Question 12
Domain: Basic AI concepts related to cybersecurity
When choosing an ML-based threat classifier, an admin notes highly imbalanced label distribution. Which technique should be used to balance the model?
  • A. Data lineage
  • B. Data augmentation
  • C. Data provenance
  • D. Data verification
Question 13
Domain: Securing AI systems
Which access control should be established first to secure AI systems during authentication?
  • A. Model
  • B. Server
  • C. Data
  • D. Endpoint
Question 14
Domain: AI governance, risk, and compliance
What security risk is most impactful with the use of a generative AI chatbot?
  • A. Overly permissive access
  • B. Data leakage
  • C. Weak encryption
  • D. Model validation
Question 15
Domain: AI-assisted security
Before gathering data from multiple sources for a SIEM with an integrated LLM, which preprocessing step should engineers perform?
  • A. Balancing
  • B. Verification
  • C. Cleansing
  • D. Vector storage

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