人工智能数据基础的数据保护策略.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.A I M 3 3 9Data protection strategies for AI data foundation Sabrina Petruzzo(she/her)Sr.Solutions ArchitectAmazon Web Services Deric Martinez(he/his)Sr.Solutions Ar

2、chitectAmazon Web Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Lets build something that actually worksWhy This Matters to YouLayer 1:Data Protection with EncryptionLayer 2:Fine-Grained Access ControlLayer 3:Comprehensive Audit and DefenseLayer 4:Automated Compliance M

3、onitoringLayer 5:PII Detection&Data SanitizationLayer 6:Secure Prompt HandlingTodays Goal:Give You Real SolutionsTodays Goal:Give You Real SolutionsCode you can deploy next weekSecurity that doesnt break your workflowCompliance that happens automatically 2025,Amazon Web Services,Inc.or its affiliate

4、s.All rights reserved.What Were Building TodayInternal Data OwnerEnd User PromptsAmazon S3Raw DocumentsAmazon S3Clean DocumentsAmazon SageMaker PipelineAmazon Textract(Text Extraction)Amazon Comprehend(PII Detection+Masking)Data Protection+Differential PrivacyDefenseAWS LambdaPrompt Processing+Promp

5、t InjectionDefenseAmazon API GatewayChatbot UIAWS Key Management Service(AWS KMS)AWS ConfigAmazon S3Audit BucketDataProtectionRole(Amazon SageMaker)AWS CloudTrail(Audit Logs)Processed OutputStore Logs 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or

6、its affiliates.All rights reserved.Demo video placeholder 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.AWS KMS encryption AWS IAM roles and permissionsAWS ConfigAmazon TextractAmazon ComprehendDifferential privacyInstall required packages