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When I create a DynamoDB table, I can choose to encrypt the table use a customer managed Key (CMK). My question is when creating an IAM role/policy to allow say, read/write to the table, like dynamodb:GetItem, do I also need to add permission to access the key itself? I did not seem see this in the AWS DynamoDB doc.

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Yes you do, you can either add the permissions to the role, or to the key policy.

https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/encryption.usagenotes.html#dynamodb-kms-authz

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