Identity and Access Management for Amazon Personalize
Amazon Identity and Access Management (IAM) is an Amazon Web Services service that helps an administrator securely control access to Amazon resources. IAM administrators control who can be authenticated (signed in) and authorized (have permissions) to use Amazon Personalize resources. IAM is an Amazon Web Services service that you can use with no additional charge.
Topics
Audience
How you use Amazon Identity and Access Management (IAM) differs based on your role:
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Service user - request permissions from your administrator if you cannot access features (see Troubleshooting Amazon Personalize identity and access)
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Service administrator - determine user access and submit permission requests (see How Amazon Personalize works with IAM)
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IAM administrator - write policies to manage access (see Identity-based policy examples for Amazon Personalize)
Authenticating with identities
Authentication is how you sign in to Amazon using your identity credentials. You must be authenticated as the Amazon Web Services account root user, an IAM user, or by assuming an IAM role.
For programmatic access, Amazon provides an SDK and CLI to cryptographically sign requests. For more information, see Amazon Signature Version 4 for API requests in the IAM User Guide.
Amazon Web Services account root user
When you create an Amazon Web Services account, you begin with one sign-in identity called the Amazon Web Services account root user that has complete access to all Amazon Web Services services and resources. We strongly recommend that you don't use the root user for everyday tasks. For tasks that require root user credentials, see Tasks that require root user credentials in the IAM User Guide.
Federated identity
As a best practice, require human users to use federation with an identity provider to access Amazon Web Services services using temporary credentials.
A federated identity is a user from your enterprise directory, web identity provider, or Amazon Directory Service that accesses Amazon Web Services services using credentials from an identity source. Federated identities assume roles that provide temporary credentials.
IAM users and groups
An IAM user is an identity with specific permissions for a single person or application. We recommend using temporary credentials instead of IAM users with long-term credentials. For more information, see Require human users to use federation with an identity provider to access Amazon using temporary credentials in the IAM User Guide.
An IAM group specifies a collection of IAM users and makes permissions easier to manage for large sets of users. For more information, see Use cases for IAM users in the IAM User Guide.
IAM roles
An IAM role is an identity with specific permissions that provides temporary credentials. You can assume a role by switching from a user to an IAM role (console) or by calling an Amazon CLI or Amazon API operation. For more information, see Methods to assume a role in the IAM User Guide.
IAM roles are useful for federated user access, temporary IAM user permissions, cross-account access, cross-service access, and applications running on Amazon EC2. For more information, see Cross account resource access in IAM in the IAM User Guide.
Managing access using policies
You control access in Amazon by creating policies and attaching them to Amazon identities or resources. A policy defines permissions when associated with an identity or resource. Amazon evaluates these policies when a principal makes a request. Most policies are stored in Amazon as JSON documents. For more information about JSON policy documents, see Overview of JSON policies in the IAM User Guide.
Using policies, administrators specify who has access to what by defining which principal can perform actions on what resources, and under what conditions.
By default, users and roles have no permissions. An IAM administrator creates IAM policies and adds them to roles, which users can then assume. IAM policies define permissions regardless of the method used to perform the operation.
Identity-based policies
Identity-based policies are JSON permissions policy documents that you attach to an identity (user, group, or role). These policies control what actions identities can perform, on which resources, and under what conditions. To learn how to create an identity-based policy, see Define custom IAM permissions with customer managed policies in the IAM User Guide.
Identity-based policies can be inline policies (embedded directly into a single identity) or managed policies (standalone policies attached to multiple identities). To learn how to choose between managed and inline policies, see Choose between managed policies and inline policies in the IAM User Guide.
Resource-based policies
Resource-based policies are JSON policy documents that you attach to a resource. Examples include IAM role trust policies and Amazon S3 bucket policies. In services that support resource-based policies, service administrators can use them to control access to a specific resource. You must specify a principal in a resource-based policy.
Resource-based policies are inline policies that are located in that service. You can't use Amazon managed policies from IAM in a resource-based policy.
Other policy types
Amazon supports additional policy types that can set the maximum permissions granted by more common policy types:
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Permissions boundaries – Set the maximum permissions that an identity-based policy can grant to an IAM entity. For more information, see Permissions boundaries for IAM entities in the IAM User Guide.
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Service control policies (SCPs) – Specify the maximum permissions for an organization or organizational unit in Amazon Organizations. For more information, see Service control policies in the Amazon Organizations User Guide.
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Resource control policies (RCPs) – Set the maximum available permissions for resources in your accounts. For more information, see Resource control policies (RCPs) in the Amazon Organizations User Guide.
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Session policies – Advanced policies passed as a parameter when creating a temporary session for a role or federated user. For more information, see Session policies in the IAM User Guide.
Multiple policy types
When multiple types of policies apply to a request, the resulting permissions are more complicated to understand. To learn how Amazon determines whether to allow a request when multiple policy types are involved, see Policy evaluation logic in the IAM User Guide.