FedML icon indicating copy to clipboard operation
FedML copied to clipboard

Published 20 hours ago • verified publisher icon FedML-AI

Does fedml implement encryption currently?

Open dejavu6 opened this issue 3 years ago • 2 comments

Hello, I would like to ask , does fedml implement encryption currently?

dejavu6 avatar May 11 '21 02:05 dejavu6

I have same question，but until today I do not find any worthy answer

JcYBalaBalA avatar May 14 '21 11:05 JcYBalaBalA

we do have MPC-based algorithm, check this example: https://github.com/FedML-AI/FedML/tree/master/python/examples/cross_silo/light_sec_agg_example. It's our new paper published at MLSys 2022: https://proceedings.mlsys.org/paper/2022/hash/d2ddea18f00665ce8623e36bd4e3c7c5-Abstract.html

Also, we provide many security (attack/defense), DP related APIs: https://github.com/FedML-AI/FedML/tree/master/python/fedml/core

chaoyanghe avatar Aug 17 '22 00:08 chaoyanghe

Closing this due to duplication. Please see here: https://github.com/FedML-AI/FedML/issues/108

fedml-dimitris avatar Oct 24 '23 19:10 fedml-dimitris