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Advise on library for Django model field encryption-at-rest #37

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pshiu opened this issue Sep 14, 2023 · 4 comments
Open

Advise on library for Django model field encryption-at-rest #37

pshiu opened this issue Sep 14, 2023 · 4 comments

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@pshiu
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pshiu commented Sep 14, 2023

We received an inquiry about a choosing a library for encrypting Django model fields at rest.

This issue is to perform this research.

Research

Task

Symmetric encryption in DB of stored OAuth client secrets a Django service uses to contact external services.

Recommendation

Use django-fernet-fields-v2.

Threat vector

  • Attack scenario: access to DB but not web server.
    • (If web server pwned, attacker has decryption key.)
    • Non-network attack vectors are probably better treated with DB, not field-level encryption.
  • Attack scenario: insider threat.
    • Needs to be paired with ACLs.

Context

Alternatives

django-fernet-fields

  • [funny] Looks like djfernet may have plagerized django-fernet-fields' docs?
  • Docs
  • Well-used: 65k downloads/month [compare]
  • Abandoned - see: edx/upgrades issue
  • Recommendation is djfernet.

djfernet

pynacl

  • Gold standard for encryption libraries & crypto, but no integration with Django.
  • There’s a package available django-nacl-fields but nowhere nearly as used as djfernet [stats].

django-aesfield

  • Less used: 3k downloads/month vs. 13.3k downloads/month for djfernet [compare: one, two]
  • Depends on EnTeQuAk/m2secret, which uses AES-256-CBC [code] and PKCS7 padding [code]
    • …but uses cryptography.hazmat[code]

django-fernet-fields-v2 (:star: Recommendation)

  • [surprise] There’s a v2?!
  • Much more popular than djfernet: 44k downloads/month vs 13k downloads/month [compare: one, two]
  • Already used by edx-enterprise: [GitHub]
  • Uses same docs as django-fernet-fields (see project README)

django-fernet-encrypted-fields

  • Not as popular as django-fernet-fields-v2 at 3k downloads/month [compare]

AWS Secrets Manager

  • Very neat, could use APIs/SDKs, but…
  • How costly is the infra setup?
  • How to generalize infrastructure? Not everyone uses AWS.

Implementation considerations

  • Consider ACL for who is allowed to CRUD the keys.
  • Consider defining FERNET_KEYS by default as an empty list.
    • This will default the encryption key to Django’s SECRET_KEY, which is non-ideal. Might be worth a comment.
  • Consider adding one-time conversion of existing columns in a custom migration.
  • Consider setting Django RunPython()'s reverse_code attribute so the migration is reversible.

Deployment considerations

  • Set FERNET_KEYS to a string generated with generate_key() [docs].
    • Not strictly necessary due to HKDF, but easy enough & will cover far-fetched brute force.
@pshiu pshiu converted this from a draft issue Sep 14, 2023
@pshiu pshiu self-assigned this Sep 14, 2023
@pshiu
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pshiu commented Sep 14, 2023

Added research to issue description. Submitting for review.

@feanil
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feanil commented Sep 14, 2023

This looks good to me, I agree with the recommendation. Eventually this can be an ADR to openedx/open-edx-proposals#518

@jmbowman
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Arbi-BOM already started switching things to django-fernet-fields-v2 in order to facilitate the Django 4.2 upgrade: edx/upgrades#215 .

@pshiu
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pshiu commented Oct 4, 2023

Next steps:

Example of how to make an ADR to an OEP: [example]

Where to add summary of decision in OEP: [GitHub]

@feanil feanil unassigned pshiu Apr 3, 2024
@feanil feanil moved this from In Progress to Todo in Security Working Group Apr 3, 2024
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