Page 277 - Cyber Defense eMagazine September 2025
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IAM Access Analyzer

                                                                         AWS Verified Permissions


             Policies & Procedures      Governance and compliance        AWS Audit Manager

                                                                         AWS Organizations (SCPs)

                                                                         AWS Config

                                                                         AWS Trusted Advisor

                                                                         AWS Well-Architected Tool




            Securing Generative AI services on AWS

            With this Defense in Depth framework in place and all services providing layered security, let's explore
            how AWS services augment the security across its generative AI services. Based on my implementation
            experience, three Generative AI services are particularly notable to be discussed from this perspective:

               1.  Amazon Bedrock

            Amazon  Bedrock  has  evolved  into  AWSs  cornerstone  for  secure  foundation  model  deployment.  Its
            security features address the core challenges regularly encountered in enterprise implementations:

            Data Privacy

               -   No customer data used for model training
               -   Private customization capabilities within customer VPC
               -   Secure model fine-tuning with customer-controlled encryption
               -   Enhanced PII detection capabilities

            Access Controls


               -   Fine-grained IAM permissions for model access
               -   Role-based controls for model management
               -   Secure API authentication

            Network Security

               -   VPC Endpoint support
               -   Private network connectivity
               -   TLS 1.2 encryption minimum for data transit

            Content Safety

               -   Configurable content filtering





            Cyber Defense eMagazine – September 2025 Edition                                                                                                                                                                                                          277
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