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GoogleCloudPlatform / vertex-ai-alphafold-inference-pipeline

This repository compiles prescriptive guidance and code samples demonstrating how to operationalize AlphaFold batch inference using Vertex AI Pipelines.
Apache License 2.0
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Vertex AI Pipelines Uses Default Project Compute ServiceAccount #43

Open sosoihd opened 4 months ago

sosoihd commented 4 months ago
Capture d’écran 2024-02-16 à 16 26 54

Description:

I'm currently using the Alphafold Portal on GCP with Vertex AI inference pipelines. However, I noticed that the pipelines consistently use the default compute service account, which is disabled in our organization. This raises security concerns and violates best practices.

Proposed Solution:

I propose adding an environment variable to the Alphafold Portal configuration that allows users to specify a different service account for running Vertex AI inference pipelines. This would enable users to utilize authorized and managed service accounts, enhancing security and compliance.

Benefits:

Improved Security: Users can leverage designated service accounts with restricted permissions, minimizing potential damage in case of compromise. Compliance Adherence: Organizations can enforce granular access control aligned with their security policies. Flexibility: Users gain the ability to manage and rotate service accounts independently, catering to various security needs.

sosoihd commented 4 months ago

Hello @yudyhendry I would like to submit a pull request to add this feature.

I'm not able to push my branch to the repo, how can I get access ?

Thank you