Closed sonnguyenasu closed 5 months ago
Hi,
pfl
focus on simulating the effects of PFL.
Secure aggregation techniques generally do not perturb the gradients (at least not in SecAgg and SecAgg+ that you mention), which means simulating this effect is simply the identity.
Additionally, pfl does not emulate the constraints and effects of a real-world deployed PFL system (where it would be logical to implement secure aggregation to assess the constraints it introduces).
Therefore, we do not include any implementations of common secure aggregation methods in pfl
.
Thanks for your response!
Hi, Is there any support for secure aggregation scheme on FL such as SecAgg or SecAgg+?