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Published 20 hours ago • verified publisher icon intel-analytics

PPML FL model save encryption

Open Litchilitchy opened this issue 1 year ago • 2 comments

Description

1. Why the change?

model save on FL Server need to be encrypted.

2. User API changes

None

3. Summary of the change

Support encryption on FL Server, and add utils for Pytorch, FGBoost to support them.

4. How to test?

  • [ ] Unit test

5. New dependencies

  • [ ] New Python dependencies - pycryptodome

Litchilitchy avatar Sep 14 '22 02:09 Litchilitchy

@jason-dai should we use the 1-args method in this PR here or the 2-args secret-and-salt method here ?

Litchilitchy avatar Sep 19 '22 06:09 Litchilitchy

@qiyuangong Switched to the existed dllib method. The added 1-key method is not deleted in PR.

Litchilitchy avatar Sep 23 '22 05:09 Litchilitchy