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You 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?
A prompt-based filter system that uses a secondary validation model to detect malicious intent is the most effective approach because prompt injection is a semantic/behavioral attack that must be detected by analyzing the input and output content, not by infrastructure controls. …Read full explanation
A 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?
Amazon Bedrock Guardrails provides configurable content filters that can block hate speech, violence, sexual content, insults, and misconduct, with adjustable strength levels per category. It is the most efficient configuration because it is a managed, no-code policy layer applie…Read full explanation
A 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?
Amazon Bedrock Knowledge Bases support metadata filtering on the Retrieve and RetrieveAndGenerate APIs. By attaching authorization metadata (e.g., department, clearance level) to documents during ingestion and passing a filters attribute in the Retrieve call based on the user's i…Read full explanation
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