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Since you are not allowed to create IAM users and database IAM authentication (https://docs.aws.amazon.com/AmazonRDS/latest/AuroraUserGuide/database-authentication.html#iam-database-authentication) might not be an option for you, you can use password authentication instead (https://docs.aws.amazon.com/AmazonRDS/latest/AuroraUserGuide/database-authentication.html#password-authentication).
Using password authentication, you can create users and grant them a less privileged access to your database. If you are using an Aurora MySQL version that is compatible with MySQL 8.0, you can refer to MySQL 8.0 Reference Manual for more information.
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