Skip to content

[FedML-HE] How is the merging of decrypted weights done? #2103

Open
@LeMB2A

Description

@LeMB2A

Hello, I have two questions concerning FedML-HE:

My first question is about the Threshold-Key Management protocol that you presented in the Appendix of the paper. You mentioned that the participants partially-decrypt the aggregated parameters and merge the results to obtain the result in plaintext. Would you please explain to me how the merging is done? Do each participant send the weights he decrypted to the other participants so that each one of them can merge the weights locally?

My other question is regarding the Homomorphic operations done by the Aggregator, is it a Fully-Homomorphic Encryption (homomorphic addition and multiplication)?

Thank you

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions