AIP-C01 Domain 4: Security, Testing, and Governance for GenAI Applications

A company needs to prevent training data leakage in prompts. Which option meets the requirement with the LEAST implementation effort? prevent training data leakage in prompts.

Multiple choice — select one answer

Answer choices

  1. a. Data masking and policy on PII
  2. b. Paste customer records in prompts
  3. c. IAM policies scoped to model ARNs
  4. d. Amazon Bedrock Guardrails

Architectural breakdown & explanation

Minimize sensitive data in prompts.

Correct answer(s): a. Data masking and policy on PII

Exam domain: Domain 4: Security, Testing, and Governance for GenAI Applications (24% weight on the official guide).

Official documentation & study links

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