IAM Policies with Admin SageMaker Access

Overview

The "IAM Policies with Admin SageMaker Access" widget identifies IAM policies that grant administrative access to Amazon SageMaker resources. SageMaker is a powerful service, and policies with admin access should be carefully managed to prevent unauthorized access to sensitive AI and machine learning models.

Why It Matters

For IT Engineers:

1. Resource Access Control:

   • Helps track and manage policies that grant admin access to SageMaker, ensuring that only authorized users have access to sensitive machine learning models and data.

2. Operational Efficiency:

   • Provides a centralized view of policies with admin SageMaker access, simplifying audits and adjustments to SageMaker permissions.

For Security Engineers:

1. Risk Management:

   • Ensures that only necessary users and roles have admin access to SageMaker, reducing the risk of malicious access to sensitive AI models.

2. Compliance:

   • Supports security and compliance by enforcing strict access controls over SageMaker resources and ensuring that administrative access is appropriately restricted.