AIP-C01 · domain
AI Safety Security And Governance
This domain covers securing generative AI workloads on AWS: identity and access control, data protection in transit and at rest, content filtering, and auditability. Questions present scenario-based problems where you must select the correct AWS service or configuration—such as Amazon Bedrock Guardrails, VPC endpoints, or IAM policies—to meet compliance and safety requirements.
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What to know about AI Safety Security And Governance
You must be able to choose and configure AWS services that enforce access control, private connectivity, content safety, and audit logging for generative AI. The single most important thing: match the specific compliance requirement—private network, traceability, or harmful content blocking—to the correct AWS feature, not a generic security service.
Restricting Amazon Q Business data source access using IAM Identity Center and user group mappings
Enforcing private connectivity to Amazon Bedrock with AWS PrivateLink and VPC interface endpoints
Configuring Amazon Bedrock Guardrails for content filters, denied topics, and PII redaction
Auditing generative AI outputs with Amazon CloudWatch Logs and AWS CloudTrail model invocation logging
Watch out for
Common AI Safety Security And Governance exam traps
- ▸Assuming Guardrails alone prevents all data leakage; forgetting to check IAM policies, VPC endpoint policies, and application-level input handling.
- ▸Confusing encryption in transit with encryption at rest; selecting KMS when the requirement specifies private connectivity via AWS PrivateLink.
- ▸Overlooking that Amazon Q Business access control depends on identity provider group sync, not just IAM roles or bucket policies.
Question index
All AI Safety Security And Governance questions (39)
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Your organization needs to ensure that only authorized IAM users can access specific foundation models in Bedrock. Which configuration is required?
Medium2A firm wants to audit the specific version of a foundation model used for every inference request. How can they achieve this?
Hard3A company is using RAG with Amazon Bedrock Knowledge Bases. They need to ensure that users can only retrieve documents they are authorized to see. How should this be implemented?
Hard4Which TWO steps are required to properly secure Bedrock Knowledge Bases?
Medium5A healthcare startup is preparing a generative AI chatbot that answers patient questions using Amazon Bedrock. The security team wants to ensure that protected health information is not inadvertently echoed back in model responses and that the model cannot be prompted to reveal its system instructions. Which AWS feature should they enable first to address both concerns?
Easy6A team is storing sensitive documents for RAG. They need to ensure that the document chunks in the vector database are encrypted at rest. How?
Medium7When fine-tuning a model on Amazon Bedrock, which THREE security considerations are critical?
Hard8A financial services company runs a generative AI assistant on Amazon Bedrock that summarizes internal reports. Compliance requires that the assistant never produce investment advice and that every response be traceable to the prompts and model version used. The team wants to enforce these controls centrally without modifying each application. Which combination of AWS capabilities should they use?
Hard9You are designing a secure Generative AI architecture on AWS. Which TWO of the following are recommended practices for securing the data ingestion pipeline for RAG?
Medium10To prevent accidental deletion of a Knowledge Base, which feature should be applied?
Easy11You are deploying a Generative AI application using Amazon SageMaker JumpStart. You need to ensure that the model endpoint is protected against prompt injection attacks. Which approach is most effective?
Medium12A developer needs to monitor their Bedrock application for potential abuse. Which TWO features should they utilize?
Medium13Which THREE services/features are essential for establishing a secure perimeter for an Amazon Bedrock deployment?
Hard14Which THREE strategies should be implemented to ensure responsible AI practices in a production workload?
Hard15You need to ensure that all data sent to an Amazon Bedrock model is encrypted in transit using private connectivity. What is the recommended service?
Medium16A company is using a third-party model via Bedrock and needs to ensure that the model provider does not use their data to train their base models. What must they do?
Hard17A financial services company is deploying a generative AI application that uses Amazon Bedrock to answer employee questions about internal policies. The security team requires that the application automatically redact personally identifiable information (PII) such as account numbers and social security numbers from both user prompts and model responses, without modifying the underlying foundation model. Which AWS service should be integrated into the application's request and response pipeline to meet this requirement?
Medium18A media company is using Amazon Bedrock to generate marketing copy. The legal team wants to ensure that the foundation model cannot be used to generate defamatory or explicit content, and they want to enforce these restrictions centrally across all applications that invoke the model. Which AWS feature should the company use to apply these content restrictions?
Easy19Which THREE items should be included in an AI application's security documentation for an audit?
Hard20When implementing a RAG-based application, which TWO of the following ensure document security?
Medium21A healthcare company is building a generative AI assistant on Amazon Bedrock that summarizes patient records. The compliance team requires that the assistant's outputs are traceable and that any harmful or biased content is detected before being shown to clinicians. The company wants to use AWS-native services and features. (Choose two.)
Hard22To ensure compliance with data residency requirements, you must restrict which AWS regions your Generative AI application can process data. What is the most effective way to enforce this?
Medium23A developer needs to share a Bedrock prompt template with another team securely. What is the recommended method?
Easy24When dealing with PII in Generative AI, which THREE practices are recommended?
Hard25Which AWS tool is used to monitor the performance and latency of an application calling Bedrock?
Easy26What is the role of an AWS Service Control Policy (SCP) in an AI governance framework?
Easy27An organization is concerned about 'Model Hallucinations' and needs a way to ground model outputs in trusted company documents. Which service supports this?
Hard28A company is using Amazon Q Business. How can they restrict access to specific data sources for different groups of users?
Easy29Which TWO of the following actions can help mitigate the risk of 'prompt injection' in a Generative AI application?
Medium30You are building a chat application and notice sensitive internal data is leaking in responses. You have enabled Guardrails. What else should be checked?
Medium31Which service should be used to provide secure identity and access management for an application accessing Bedrock?
Easy32Which TWO features of Amazon Bedrock provide governance capabilities?
Medium33A company requires that every AI-generated document must include a watermark for traceability. How can this be handled in Bedrock?
Hard34A team wants to track who accessed a model and when. Which service provides this audit log?
Easy35Which THREE of the following are components of a robust AI governance framework in an AWS environment?
Hard36A company is using Amazon Bedrock to build a customer support chatbot and needs to ensure that PII is masked before the request reaches the foundation model. Which feature should the developer implement?
Easy37A retail company wants to fine-tune an Amazon Bedrock foundation model on historical customer support transcripts stored in Amazon S3. Legal requires that the training data remain within a specific AWS Region, that only authorized data scientists can start fine-tuning jobs, and that the resulting custom model be usable only by the production application account. Which set of controls best satisfies these requirements?
Medium38Your organization wants to evaluate the quality and safety of model outputs using a formal testing framework. Which service is designed for this?
Medium39A developer wants to prevent the Generative AI application from producing content related to hate speech or violence. What is the most efficient configuration in Amazon Bedrock?
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Frequently asked questions
- What does the AI Safety Security And Governance domain cover on the AIP-C01 exam?
- You must be able to choose and configure AWS services that enforce access control, private connectivity, content safety, and audit logging for generative AI. The single most important thing: match the specific compliance requirement—private network, traceability, or harmful content blocking—to the correct AWS feature, not a generic security service.
- How many questions are in this domain?
- This page lists all 39 AI Safety Security And Governance questions in the AIP-C01 question bank. The actual exam draws from this domain proportionally to its weighting in the official exam blueprint.
- What is the best way to practise this domain?
- Start with a short focused session (10 questions) to identify gaps, then work through explanations. Repeat with a longer session once the weak areas feel solid.
- Can I practise only AI Safety Security And Governance questions?
- Yes — the session launcher on this page filters questions to this domain only. Choose any session length for inline explanations and scoring.